Cyber-Physical Systems Laboratory - User contributions [en]

CSE 7300 Research Seminar

2023-08-29T04:58:47Z

Hanyang:

{| align="right"
| __TOC__
|}

* '''Theme: AI and IoT for Medicine (AIM)'''
* '''Instructor''': [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu]
* '''Semester''': '''Fall 2023'''
* '''Time''': Wednesday at 11am-12pm
* '''Location''': McKelvey 1030
* '''[http://www.cse.wustl.edu/~lu/talks/seminar_guidelines.pdf Guidelines]''':
* '''Recommended sources:''' NeurIPS ([http://nips.cc/]), ICML ([http://icml.cc/]), AAAI ([http://www.aaai.org/]), SIGKDD ([http://www.kdd.org/]), IJCAI ([http://www.ijcai.org/]), IMWUT ([http://dl.acm.org/journal/imwut]), HEALTH ([http://dl.acm.org/journal/health]), Digital Medicine ([http://www.nature.com/npjdigitalmed/]), Lancet Digital Health ([https://www.thelancet.com/journals/landig/issues#decade=loi_decade_201]), SenSys, MobiSys, MobiCom

==Presentation Schedule==

==Previous Semesters==
* [[Seminar Sprint 2023|Spring 2023]]
* [[Seminar Fall 2022|Fall 2022]]
* [[Seminar Summer 2022|Summer 2022]]
* [[Seminar Spring 2022|Spring 2022]]
* [[Seminar Fall 2021|Fall 2021]]
* [[Seminar Summer 2021|Summer 2021]]
* [[Seminar Spring 2021|Spring 2021]]
* [[Seminar Fall 2020|Fall 2020]]
* [[Seminar Summer 2020|Summer 2020]]
* [[Seminar Spring 2020|Spring 2020]]
* [[Seminar Fall 2019|Fall 2019]]
* [[Seminar Summer 2019|Summer 2019]]
* [[Seminar Spring 2019|Spring 2019]]
* [[Seminar Fall 2018|Fall 2018]]
* [[Seminar Summer 2018|Summer 2018]]
* [[Seminar Spring 2018|Spring 2018]]
* [[Seminar Fall 2017|Fall 2017]]
* [[Seminar Summer 2017|Summer 2017]]
* [[Seminar Spring 2017|Spring 2017]]
* [[Seminar Fall 2016|Fall 2016]]
* [[Seminar Summer 2016|Summer 2016]]
* [[Seminar Spring 2016|Spring 2016]]
* [[Seminar Fall 2015|Fall 2015]]
* [[Seminar Summer 2015|Summer 2015]]
* [[Seminar Spring 2015|Spring 2015]]
* [[Seminar Fall 2014|Fall 2014]]
* [[Seminar Summer 2014|Summer 2014]]
* [[Seminar Spring 2014|Spring 2014]]
* [[Seminar Fall 2013|Fall 2013]]
* [[Seminar Summer 2013|Summer 2013]]
* [[Seminar Spring 2013|Spring 2013]]
* [[Seminar Fall 2012|Fall 2012]]
* [[Seminar Summer 2012|Summer 2012]]
* [[Seminar Spring 2012|Spring 2012]]
* [[Seminar Fall 2011|Fall 2011]]
* [[Seminar Summer 2011|Summer 2011]]
* [[Seminar Spring 2011|Spring 2011]]
* [[Seminar Fall 2010|Fall 2010]]
* [[Seminar Spring 2010|Spring 2010]]
* [[Seminar Fall 2009|Fall 2009]]
* [[Seminar Summer 2009|Summer 2009]]
* [[Seminar Spring 2009|Spring 2009]]
* [[Seminar Fall 2008|Fall 2008]]
* [[Seminar Summer 2008|Summer 2008]]
* [[Seminar Spring 2008|Spring 2008]]
* [[Fall 2007]]
* [[Summer 2007]]
* [[Spring 2007]]
* [[Fall 2006]]
* [[Spring 2006]]
* [[Fall 2005]]
* [[Spring 2005]]
* [[Fall 2004]]
* [[Spring 2004]]
* [[Fall 2003]]
* [[Spring 2003]]
* [[Fall 2002]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2002.html Spring 2002]
* [http://userfs.cec.wustl.edu/~cs673/fall.2001.html Fall 2001]
* [http://userfs.cec.wustl.edu/~cs673/spring.2001.html Spring 2001]
* [[Fall 2000]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2000.html Spring 2000]
* [http://cec.wustl.edu/~cs673/backUp/fall.1998.html Fall 1998]
* [http://cec.wustl.edu/~cs673/backUp/spring.1998.html Spring 1998]

==Previous Lab Meetings==
* [[Labmeeting Spring 2020|Spring 2020]]
* [[Labmeeting Fall 2014|Fall 2014]]
* [[Labmeeting Summer 2014|Summer 2014]]
* [[Labmeeting Spring 2014|Spring 2014]]

CSE 7300 Research Seminar

2023-08-29T04:58:24Z

Hanyang: /* Presentation Schedule */

Seminar Sprint 2023

2023-08-29T04:57:44Z

Hanyang: Created page with "{| align="right" | __TOC__ |} * '''Theme: AI and IoT for Medicine (AIM)''' * '''Instructor''': [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu] * '''Semester''': '''Spring..."

{| align="right"
| __TOC__
|}

* '''Theme: AI and IoT for Medicine (AIM)'''
* '''Instructor''': [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu]
* '''Semester''': '''Spring 2023'''
* '''Time''': Wednesday at 11am-12pm
* '''Location''': McKelvey 1030
* '''[http://www.cse.wustl.edu/~lu/talks/seminar_guidelines.pdf Guidelines]''':
* '''Recommended sources:''' NeurIPS ([http://nips.cc/]), ICML ([http://icml.cc/]), AAAI ([http://www.aaai.org/]), SIGKDD ([http://www.kdd.org/]), IJCAI ([http://www.ijcai.org/]), IMWUT ([http://dl.acm.org/journal/imwut]), HEALTH ([http://dl.acm.org/journal/health]), Digital Medicine ([http://www.nature.com/npjdigitalmed/]), Lancet Digital Health ([https://www.thelancet.com/journals/landig/issues#decade=loi_decade_201]), SenSys, MobiSys, MobiCom

==Presentation Schedule==
=== ---Jan 25 ---===
Jaehwan

Jeong, Joo Seong, et al. "Band: coordinated multi-DNN inference on heterogeneous mobile processors." Proceedings of the 20th Annual International Conference on Mobile Systems, Applications and Services. 2022.[https://dl.acm.org/doi/10.1145/3498361.3538948]

=== ---Feb 01 ---===
Hanyang

Contrastive multiview learning and its applications

Tian, Yonglong, Dilip Krishnan, and Phillip Isola. "Contrastive multiview coding." Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XI 16. Springer International Publishing, 2020. [https://arxiv.org/abs/1906.05849]

Other related papers:

InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training

Contrastive Learning with Cross-Modal Knowledge Mining for Multimodal Human Activity Recognition

Multi-level Feature Learning for Contrastive Multi-view Clustering

=== ---Feb 08 ---===
Ziqi

Mingcheng Chen. et al. Task-wise Split Gradient Boosting Trees for Multi-center Diabetes Prediction. In Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining (KDD ’21). Association for Computing Machinery, New York, NY, USA, 2663–2673.[https://doi.org/10.1145/3447548.3467123]

=== ---Feb 15 ---===
Ruiqi

Chao-Yuan Wu, Yanghao Li, Karttikeya Mangalam, Haoqi Fan, Bo Xiong, Jitendra Malik, Christoph Feichtenhofer; MeMViT: Memory-Augmented Multiscale Vision Transformer for Efficient Long-Term Video Recognition. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, pp. 13587-13597 [https://ieeexplore.ieee.org/document/9878640]

=== ---Feb 22 ---===
Melanie

F. Cheng et al., "VBridge: Connecting the Dots Between Features and Data to Explain Healthcare Models," in IEEE Transactions on Visualization and Computer Graphics, vol. 28, no. 1, pp. 378-388, Jan. 2022, doi: 10.1109/TVCG.2021.3114836.
[https://arxiv.org/pdf/2108.02550.pdf]

=== ---Mar 01 ---===
Jingwen

Malinin, Andrey, Liudmila Prokhorenkova, and Aleksei Ustimenko. “Uncertainty in Gradient Boosting via Ensembles.” International Conference on Learning Representations, 2021.
[https://arxiv.org/abs/2006.10562]

=== ---Mar 08 ---===
Andrew

Martinez, Natalia, Martin Bertran, and Guillermo Sapiro. "Minimax pareto fairness: A multi objective perspective." International Conference on Machine Learning. PMLR, 2020. [http://proceedings.mlr.press/v119/martinez20a/martinez20a.pdf].

=== ---Mar 15 ---===
Spring Break

=== ---Mar 22 ---===
Bye Week

=== ---Mar 29 ---===
Hangyue

=== ---Apr 05 ---===
Ye

Rumi, Masuma Akter, et al. "Accelerating sparse cnn inference on gpus with performance-aware weight pruning." Proceedings of the ACM International Conference on Parallel Architectures and Compilation Techniques. 2020. [https://dl.acm.org/doi/abs/10.1145/3410463.3414648]

=== ---Apr 12 ---===
Charles

Hao, B., Zhu, H., & Paschalidis, I. C. (2020, December). Enhancing clinical bert embedding using a biomedical knowledge base. In 28th International Conference on Computational Linguistics [https://aclanthology.org/2020.coling-main.57/]

Logé, C., Ross, E., Dadey, D. Y. A., Jain, S., Saporta, A., Ng, A. Y., & Rajpurkar, P. (2021). Q-Pain: a question answering dataset to measure social bias in pain management. Neural Information Processing Systems 2021 [https://doi.org/10.13026/2tdv-hj07]

=== ---Apr 19 ---===
Bing

Poulain, Raphael, Mehak Gupta, and Rahmatollah Beheshti. "Few-Shot Learning with Semi-Supervised Transformers for Electronic Health Records." (2022). [https://proceedings.mlr.press/v182/poulain22a.html]

=== ---Apr 26 ---===

==Previous Semesters==
* [[Seminar Fall 2022|Fall 2022]]
* [[Seminar Summer 2022|Summer 2022]]
* [[Seminar Spring 2022|Spring 2022]]
* [[Seminar Fall 2021|Fall 2021]]
* [[Seminar Summer 2021|Summer 2021]]
* [[Seminar Spring 2021|Spring 2021]]
* [[Seminar Fall 2020|Fall 2020]]
* [[Seminar Summer 2020|Summer 2020]]
* [[Seminar Spring 2020|Spring 2020]]
* [[Seminar Fall 2019|Fall 2019]]
* [[Seminar Summer 2019|Summer 2019]]
* [[Seminar Spring 2019|Spring 2019]]
* [[Seminar Fall 2018|Fall 2018]]
* [[Seminar Summer 2018|Summer 2018]]
* [[Seminar Spring 2018|Spring 2018]]
* [[Seminar Fall 2017|Fall 2017]]
* [[Seminar Summer 2017|Summer 2017]]
* [[Seminar Spring 2017|Spring 2017]]
* [[Seminar Fall 2016|Fall 2016]]
* [[Seminar Summer 2016|Summer 2016]]
* [[Seminar Spring 2016|Spring 2016]]
* [[Seminar Fall 2015|Fall 2015]]
* [[Seminar Summer 2015|Summer 2015]]
* [[Seminar Spring 2015|Spring 2015]]
* [[Seminar Fall 2014|Fall 2014]]
* [[Seminar Summer 2014|Summer 2014]]
* [[Seminar Spring 2014|Spring 2014]]
* [[Seminar Fall 2013|Fall 2013]]
* [[Seminar Summer 2013|Summer 2013]]
* [[Seminar Spring 2013|Spring 2013]]
* [[Seminar Fall 2012|Fall 2012]]
* [[Seminar Summer 2012|Summer 2012]]
* [[Seminar Spring 2012|Spring 2012]]
* [[Seminar Fall 2011|Fall 2011]]
* [[Seminar Summer 2011|Summer 2011]]
* [[Seminar Spring 2011|Spring 2011]]
* [[Seminar Fall 2010|Fall 2010]]
* [[Seminar Spring 2010|Spring 2010]]
* [[Seminar Fall 2009|Fall 2009]]
* [[Seminar Summer 2009|Summer 2009]]
* [[Seminar Spring 2009|Spring 2009]]
* [[Seminar Fall 2008|Fall 2008]]
* [[Seminar Summer 2008|Summer 2008]]
* [[Seminar Spring 2008|Spring 2008]]
* [[Fall 2007]]
* [[Summer 2007]]
* [[Spring 2007]]
* [[Fall 2006]]
* [[Spring 2006]]
* [[Fall 2005]]
* [[Spring 2005]]
* [[Fall 2004]]
* [[Spring 2004]]
* [[Fall 2003]]
* [[Spring 2003]]
* [[Fall 2002]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2002.html Spring 2002]
* [http://userfs.cec.wustl.edu/~cs673/fall.2001.html Fall 2001]
* [http://userfs.cec.wustl.edu/~cs673/spring.2001.html Spring 2001]
* [[Fall 2000]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2000.html Spring 2000]
* [http://cec.wustl.edu/~cs673/backUp/fall.1998.html Fall 1998]
* [http://cec.wustl.edu/~cs673/backUp/spring.1998.html Spring 1998]

==Previous Lab Meetings==
* [[Labmeeting Spring 2020|Spring 2020]]
* [[Labmeeting Fall 2014|Fall 2014]]
* [[Labmeeting Summer 2014|Summer 2014]]
* [[Labmeeting Spring 2014|Spring 2014]]

CSE 7300 Research Seminar

2023-08-29T04:57:21Z

Hanyang:

{| align="right"
| __TOC__
|}

* '''Theme: AI and IoT for Medicine (AIM)'''
* '''Instructor''': [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu]
* '''Semester''': '''Spring 2023'''
* '''Time''': Wednesday at 11am-12pm
* '''Location''': McKelvey 1030
* '''[http://www.cse.wustl.edu/~lu/talks/seminar_guidelines.pdf Guidelines]''':
* '''Recommended sources:''' NeurIPS ([http://nips.cc/]), ICML ([http://icml.cc/]), AAAI ([http://www.aaai.org/]), SIGKDD ([http://www.kdd.org/]), IJCAI ([http://www.ijcai.org/]), IMWUT ([http://dl.acm.org/journal/imwut]), HEALTH ([http://dl.acm.org/journal/health]), Digital Medicine ([http://www.nature.com/npjdigitalmed/]), Lancet Digital Health ([https://www.thelancet.com/journals/landig/issues#decade=loi_decade_201]), SenSys, MobiSys, MobiCom

==Presentation Schedule==
=== ---Jan 25 ---===
Jaehwan

Jeong, Joo Seong, et al. "Band: coordinated multi-DNN inference on heterogeneous mobile processors." Proceedings of the 20th Annual International Conference on Mobile Systems, Applications and Services. 2022.[https://dl.acm.org/doi/10.1145/3498361.3538948]

=== ---Feb 01 ---===
Hanyang

Contrastive multiview learning and its applications

Tian, Yonglong, Dilip Krishnan, and Phillip Isola. "Contrastive multiview coding." Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XI 16. Springer International Publishing, 2020. [https://arxiv.org/abs/1906.05849]

Other related papers:

InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training

Contrastive Learning with Cross-Modal Knowledge Mining for Multimodal Human Activity Recognition

Multi-level Feature Learning for Contrastive Multi-view Clustering

=== ---Feb 08 ---===
Ziqi

Mingcheng Chen. et al. Task-wise Split Gradient Boosting Trees for Multi-center Diabetes Prediction. In Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining (KDD ’21). Association for Computing Machinery, New York, NY, USA, 2663–2673.[https://doi.org/10.1145/3447548.3467123]

=== ---Feb 15 ---===
Ruiqi

Chao-Yuan Wu, Yanghao Li, Karttikeya Mangalam, Haoqi Fan, Bo Xiong, Jitendra Malik, Christoph Feichtenhofer; MeMViT: Memory-Augmented Multiscale Vision Transformer for Efficient Long-Term Video Recognition. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, pp. 13587-13597 [https://ieeexplore.ieee.org/document/9878640]

=== ---Feb 22 ---===
Melanie

F. Cheng et al., "VBridge: Connecting the Dots Between Features and Data to Explain Healthcare Models," in IEEE Transactions on Visualization and Computer Graphics, vol. 28, no. 1, pp. 378-388, Jan. 2022, doi: 10.1109/TVCG.2021.3114836.
[https://arxiv.org/pdf/2108.02550.pdf]

=== ---Mar 01 ---===
Jingwen

Malinin, Andrey, Liudmila Prokhorenkova, and Aleksei Ustimenko. “Uncertainty in Gradient Boosting via Ensembles.” International Conference on Learning Representations, 2021.
[https://arxiv.org/abs/2006.10562]

=== ---Mar 08 ---===
Andrew

Martinez, Natalia, Martin Bertran, and Guillermo Sapiro. "Minimax pareto fairness: A multi objective perspective." International Conference on Machine Learning. PMLR, 2020. [http://proceedings.mlr.press/v119/martinez20a/martinez20a.pdf].

=== ---Mar 15 ---===
Spring Break

=== ---Mar 22 ---===
Bye Week

=== ---Mar 29 ---===
Hangyue

=== ---Apr 05 ---===
Ye

Rumi, Masuma Akter, et al. "Accelerating sparse cnn inference on gpus with performance-aware weight pruning." Proceedings of the ACM International Conference on Parallel Architectures and Compilation Techniques. 2020. [https://dl.acm.org/doi/abs/10.1145/3410463.3414648]

=== ---Apr 12 ---===
Charles

Hao, B., Zhu, H., & Paschalidis, I. C. (2020, December). Enhancing clinical bert embedding using a biomedical knowledge base. In 28th International Conference on Computational Linguistics [https://aclanthology.org/2020.coling-main.57/]

Logé, C., Ross, E., Dadey, D. Y. A., Jain, S., Saporta, A., Ng, A. Y., & Rajpurkar, P. (2021). Q-Pain: a question answering dataset to measure social bias in pain management. Neural Information Processing Systems 2021 [https://doi.org/10.13026/2tdv-hj07]

=== ---Apr 19 ---===
Bing

Poulain, Raphael, Mehak Gupta, and Rahmatollah Beheshti. "Few-Shot Learning with Semi-Supervised Transformers for Electronic Health Records." (2022). [https://proceedings.mlr.press/v182/poulain22a.html]

=== ---Apr 26 ---===

==Previous Semesters==
* [[Seminar Sprint 2023|Spring 2023]]
* [[Seminar Fall 2022|Fall 2022]]
* [[Seminar Summer 2022|Summer 2022]]
* [[Seminar Spring 2022|Spring 2022]]
* [[Seminar Fall 2021|Fall 2021]]
* [[Seminar Summer 2021|Summer 2021]]
* [[Seminar Spring 2021|Spring 2021]]
* [[Seminar Fall 2020|Fall 2020]]
* [[Seminar Summer 2020|Summer 2020]]
* [[Seminar Spring 2020|Spring 2020]]
* [[Seminar Fall 2019|Fall 2019]]
* [[Seminar Summer 2019|Summer 2019]]
* [[Seminar Spring 2019|Spring 2019]]
* [[Seminar Fall 2018|Fall 2018]]
* [[Seminar Summer 2018|Summer 2018]]
* [[Seminar Spring 2018|Spring 2018]]
* [[Seminar Fall 2017|Fall 2017]]
* [[Seminar Summer 2017|Summer 2017]]
* [[Seminar Spring 2017|Spring 2017]]
* [[Seminar Fall 2016|Fall 2016]]
* [[Seminar Summer 2016|Summer 2016]]
* [[Seminar Spring 2016|Spring 2016]]
* [[Seminar Fall 2015|Fall 2015]]
* [[Seminar Summer 2015|Summer 2015]]
* [[Seminar Spring 2015|Spring 2015]]
* [[Seminar Fall 2014|Fall 2014]]
* [[Seminar Summer 2014|Summer 2014]]
* [[Seminar Spring 2014|Spring 2014]]
* [[Seminar Fall 2013|Fall 2013]]
* [[Seminar Summer 2013|Summer 2013]]
* [[Seminar Spring 2013|Spring 2013]]
* [[Seminar Fall 2012|Fall 2012]]
* [[Seminar Summer 2012|Summer 2012]]
* [[Seminar Spring 2012|Spring 2012]]
* [[Seminar Fall 2011|Fall 2011]]
* [[Seminar Summer 2011|Summer 2011]]
* [[Seminar Spring 2011|Spring 2011]]
* [[Seminar Fall 2010|Fall 2010]]
* [[Seminar Spring 2010|Spring 2010]]
* [[Seminar Fall 2009|Fall 2009]]
* [[Seminar Summer 2009|Summer 2009]]
* [[Seminar Spring 2009|Spring 2009]]
* [[Seminar Fall 2008|Fall 2008]]
* [[Seminar Summer 2008|Summer 2008]]
* [[Seminar Spring 2008|Spring 2008]]
* [[Fall 2007]]
* [[Summer 2007]]
* [[Spring 2007]]
* [[Fall 2006]]
* [[Spring 2006]]
* [[Fall 2005]]
* [[Spring 2005]]
* [[Fall 2004]]
* [[Spring 2004]]
* [[Fall 2003]]
* [[Spring 2003]]
* [[Fall 2002]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2002.html Spring 2002]
* [http://userfs.cec.wustl.edu/~cs673/fall.2001.html Fall 2001]
* [http://userfs.cec.wustl.edu/~cs673/spring.2001.html Spring 2001]
* [[Fall 2000]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2000.html Spring 2000]
* [http://cec.wustl.edu/~cs673/backUp/fall.1998.html Fall 1998]
* [http://cec.wustl.edu/~cs673/backUp/spring.1998.html Spring 1998]

==Previous Lab Meetings==
* [[Labmeeting Spring 2020|Spring 2020]]
* [[Labmeeting Fall 2014|Fall 2014]]
* [[Labmeeting Summer 2014|Summer 2014]]
* [[Labmeeting Spring 2014|Spring 2014]]

CSE 7300 Research Seminar

2023-01-27T17:58:34Z

Hanyang: /* ---Feb 01 --- */

{| align="right"
| __TOC__
|}

* '''Instructor''': [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu]
* '''Semester''': '''Spring 2023'''
* '''Time''': Wednesday at 11am-12pm
* '''Location''': TBD.

* NeurIPS ([http://nips.cc/])
* ICML ([http://icml.cc/])
* AAAI ([http://www.aaai.org/])
* SIGKDD ([http://www.kdd.org/])
* IJCAI ([http://www.ijcai.org/])
* Digital Medicine ([http://www.nature.com/npjdigitalmed/])
* HEALTH ([http://dl.acm.org/journal/health])
* Lancet Digital Health ([https://www.thelancet.com/journals/landig/issues#decade=loi_decade_201])
* IMWUT ([http://dl.acm.org/journal/imwut])
* SenSys
* MobiSys
* MobiCom
* IPSN
* IoTDI

==Presentation Schedule==
=== ---Jan 25 ---===
Jaehwan

Jeong, Joo Seong, et al. "Band: coordinated multi-DNN inference on heterogeneous mobile processors." Proceedings of the 20th Annual International Conference on Mobile Systems, Applications and Services. 2022.[https://dl.acm.org/doi/10.1145/3498361.3538948]

=== ---Feb 01 ---===
Hanyang

Contrastive multiview learning and its applications

Tian, Yonglong, Dilip Krishnan, and Phillip Isola. "Contrastive multiview coding." Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XI 16. Springer International Publishing, 2020.

Other related papers:

InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training

Contrastive Learning with Cross-Modal Knowledge Mining for Multimodal Human Activity Recognition

Multi-level Feature Learning for Contrastive Multi-view Clustering

=== ---Feb 08 ---===
Ziqi

=== ---Feb 15 ---===
Ruiqi

=== ---Feb 22 ---===
Melanie

=== ---Mar 01 ---===
Jingwen

=== ---Mar 08 ---===
Andrew

=== ---Mar 15 ---===
Spring Break

=== ---Mar 22 ---===
Hangyue

=== ---Mar 29 ---===
Daoyi

=== ---Apr 05 ---===
Ye

=== ---Apr 12 ---===
Bing

=== ---Apr 19 ---===

=== ---Apr 26 ---===

==Previous Semesters==
* [[Seminar Fall 2022|Fall 2022]]
* [[Seminar Summer 2022|Summer 2022]]
* [[Seminar Spring 2022|Spring 2022]]
* [[Seminar Fall 2021|Fall 2021]]
* [[Seminar Summer 2021|Summer 2021]]
* [[Seminar Spring 2021|Spring 2021]]
* [[Seminar Fall 2020|Fall 2020]]
* [[Seminar Summer 2020|Summer 2020]]
* [[Seminar Spring 2020|Spring 2020]]
* [[Seminar Fall 2019|Fall 2019]]
* [[Seminar Summer 2019|Summer 2019]]
* [[Seminar Spring 2019|Spring 2019]]
* [[Seminar Fall 2018|Fall 2018]]
* [[Seminar Summer 2018|Summer 2018]]
* [[Seminar Spring 2018|Spring 2018]]
* [[Seminar Fall 2017|Fall 2017]]
* [[Seminar Summer 2017|Summer 2017]]
* [[Seminar Spring 2017|Spring 2017]]
* [[Seminar Fall 2016|Fall 2016]]
* [[Seminar Summer 2016|Summer 2016]]
* [[Seminar Spring 2016|Spring 2016]]
* [[Seminar Fall 2015|Fall 2015]]
* [[Seminar Summer 2015|Summer 2015]]
* [[Seminar Spring 2015|Spring 2015]]
* [[Seminar Fall 2014|Fall 2014]]
* [[Seminar Summer 2014|Summer 2014]]
* [[Seminar Spring 2014|Spring 2014]]
* [[Seminar Fall 2013|Fall 2013]]
* [[Seminar Summer 2013|Summer 2013]]
* [[Seminar Spring 2013|Spring 2013]]
* [[Seminar Fall 2012|Fall 2012]]
* [[Seminar Summer 2012|Summer 2012]]
* [[Seminar Spring 2012|Spring 2012]]
* [[Seminar Fall 2011|Fall 2011]]
* [[Seminar Summer 2011|Summer 2011]]
* [[Seminar Spring 2011|Spring 2011]]
* [[Seminar Fall 2010|Fall 2010]]
* [[Seminar Spring 2010|Spring 2010]]
* [[Seminar Fall 2009|Fall 2009]]
* [[Seminar Summer 2009|Summer 2009]]
* [[Seminar Spring 2009|Spring 2009]]
* [[Seminar Fall 2008|Fall 2008]]
* [[Seminar Summer 2008|Summer 2008]]
* [[Seminar Spring 2008|Spring 2008]]
* [[Fall 2007]]
* [[Summer 2007]]
* [[Spring 2007]]
* [[Fall 2006]]
* [[Spring 2006]]
* [[Fall 2005]]
* [[Spring 2005]]
* [[Fall 2004]]
* [[Spring 2004]]
* [[Fall 2003]]
* [[Spring 2003]]
* [[Fall 2002]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2002.html Spring 2002]
* [http://userfs.cec.wustl.edu/~cs673/fall.2001.html Fall 2001]
* [http://userfs.cec.wustl.edu/~cs673/spring.2001.html Spring 2001]
* [[Fall 2000]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2000.html Spring 2000]
* [http://cec.wustl.edu/~cs673/backUp/fall.1998.html Fall 1998]
* [http://cec.wustl.edu/~cs673/backUp/spring.1998.html Spring 1998]

==Previous Lab Meetings==
* [[Labmeeting Spring 2020|Spring 2020]]
* [[Labmeeting Fall 2014|Fall 2014]]
* [[Labmeeting Summer 2014|Summer 2014]]
* [[Labmeeting Spring 2014|Spring 2014]]

CSE 7300 Research Seminar

2023-01-27T17:58:02Z

Hanyang: /* ---Feb 01 --- */

{| align="right"
| __TOC__
|}

* '''Instructor''': [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu]
* '''Semester''': '''Spring 2023'''
* '''Time''': Wednesday at 11am-12pm
* '''Location''': TBD.

* NeurIPS ([http://nips.cc/])
* ICML ([http://icml.cc/])
* AAAI ([http://www.aaai.org/])
* SIGKDD ([http://www.kdd.org/])
* IJCAI ([http://www.ijcai.org/])
* Digital Medicine ([http://www.nature.com/npjdigitalmed/])
* HEALTH ([http://dl.acm.org/journal/health])
* Lancet Digital Health ([https://www.thelancet.com/journals/landig/issues#decade=loi_decade_201])
* IMWUT ([http://dl.acm.org/journal/imwut])
* SenSys
* MobiSys
* MobiCom
* IPSN
* IoTDI

==Presentation Schedule==
=== ---Jan 25 ---===
Jaehwan

Jeong, Joo Seong, et al. "Band: coordinated multi-DNN inference on heterogeneous mobile processors." Proceedings of the 20th Annual International Conference on Mobile Systems, Applications and Services. 2022.[https://dl.acm.org/doi/10.1145/3498361.3538948]

=== ---Feb 01 ---===
Hanyang
Contrastive multiview learning and its applications
Tian, Yonglong, Dilip Krishnan, and Phillip Isola. "Contrastive multiview coding." Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XI 16. Springer International Publishing, 2020.
Other related papers:
InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training
Contrastive Learning with Cross-Modal Knowledge Mining for Multimodal Human Activity Recognition
Multi-level Feature Learning for Contrastive Multi-view Clustering

=== ---Feb 08 ---===
Ziqi

=== ---Feb 15 ---===
Ruiqi

=== ---Feb 22 ---===
Melanie

=== ---Mar 01 ---===
Jingwen

=== ---Mar 08 ---===
Andrew

=== ---Mar 15 ---===
Spring Break

=== ---Mar 22 ---===
Hangyue

=== ---Mar 29 ---===
Daoyi

=== ---Apr 05 ---===
Ye

=== ---Apr 12 ---===
Bing

=== ---Apr 19 ---===

=== ---Apr 26 ---===

==Previous Semesters==
* [[Seminar Fall 2022|Fall 2022]]
* [[Seminar Summer 2022|Summer 2022]]
* [[Seminar Spring 2022|Spring 2022]]
* [[Seminar Fall 2021|Fall 2021]]
* [[Seminar Summer 2021|Summer 2021]]
* [[Seminar Spring 2021|Spring 2021]]
* [[Seminar Fall 2020|Fall 2020]]
* [[Seminar Summer 2020|Summer 2020]]
* [[Seminar Spring 2020|Spring 2020]]
* [[Seminar Fall 2019|Fall 2019]]
* [[Seminar Summer 2019|Summer 2019]]
* [[Seminar Spring 2019|Spring 2019]]
* [[Seminar Fall 2018|Fall 2018]]
* [[Seminar Summer 2018|Summer 2018]]
* [[Seminar Spring 2018|Spring 2018]]
* [[Seminar Fall 2017|Fall 2017]]
* [[Seminar Summer 2017|Summer 2017]]
* [[Seminar Spring 2017|Spring 2017]]
* [[Seminar Fall 2016|Fall 2016]]
* [[Seminar Summer 2016|Summer 2016]]
* [[Seminar Spring 2016|Spring 2016]]
* [[Seminar Fall 2015|Fall 2015]]
* [[Seminar Summer 2015|Summer 2015]]
* [[Seminar Spring 2015|Spring 2015]]
* [[Seminar Fall 2014|Fall 2014]]
* [[Seminar Summer 2014|Summer 2014]]
* [[Seminar Spring 2014|Spring 2014]]
* [[Seminar Fall 2013|Fall 2013]]
* [[Seminar Summer 2013|Summer 2013]]
* [[Seminar Spring 2013|Spring 2013]]
* [[Seminar Fall 2012|Fall 2012]]
* [[Seminar Summer 2012|Summer 2012]]
* [[Seminar Spring 2012|Spring 2012]]
* [[Seminar Fall 2011|Fall 2011]]
* [[Seminar Summer 2011|Summer 2011]]
* [[Seminar Spring 2011|Spring 2011]]
* [[Seminar Fall 2010|Fall 2010]]
* [[Seminar Spring 2010|Spring 2010]]
* [[Seminar Fall 2009|Fall 2009]]
* [[Seminar Summer 2009|Summer 2009]]
* [[Seminar Spring 2009|Spring 2009]]
* [[Seminar Fall 2008|Fall 2008]]
* [[Seminar Summer 2008|Summer 2008]]
* [[Seminar Spring 2008|Spring 2008]]
* [[Fall 2007]]
* [[Summer 2007]]
* [[Spring 2007]]
* [[Fall 2006]]
* [[Spring 2006]]
* [[Fall 2005]]
* [[Spring 2005]]
* [[Fall 2004]]
* [[Spring 2004]]
* [[Fall 2003]]
* [[Spring 2003]]
* [[Fall 2002]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2002.html Spring 2002]
* [http://userfs.cec.wustl.edu/~cs673/fall.2001.html Fall 2001]
* [http://userfs.cec.wustl.edu/~cs673/spring.2001.html Spring 2001]
* [[Fall 2000]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2000.html Spring 2000]
* [http://cec.wustl.edu/~cs673/backUp/fall.1998.html Fall 1998]
* [http://cec.wustl.edu/~cs673/backUp/spring.1998.html Spring 1998]

==Previous Lab Meetings==
* [[Labmeeting Spring 2020|Spring 2020]]
* [[Labmeeting Fall 2014|Fall 2014]]
* [[Labmeeting Summer 2014|Summer 2014]]
* [[Labmeeting Spring 2014|Spring 2014]]

Lab Members

2023-01-11T08:22:27Z

Hanyang: /* PhD Students */

{| align="left"
| __TOC__
|}

[[Image:2017_Spring_Celebration.png|thumb|right|700px|Lab Members]]

 

== Faculty ==
* [http://www.cs.wustl.edu/~lu/ Chenyang Lu]

== PhD Students ==

'''Current'''

* [http://www.rahavdor.com Rahav Dor]: Edge Computing
* [https://sites.wustl.edu/xuebing/ Bing Xue]: Machine Learning for Healthcare
* [https://sites.google.com/view/hliu/ Hanyang Liu]: Machine Learning for Healthcare
* Jingwen Zhang: Internet of Medical Things for Healthcare
* Ruiqi Wang: Edge Computing
* Ziqi Xu: Machine Learning for Healthcare
* Jaehwan Jeong
* Hangyue Li: Machine Learning for Healthcare

'''Graduated'''
* Ruixuan Dai (PhD 2022): Software Engineer, Google
* Dingwen Li (PhD 2021): Research Engineer, QCraft
* [https://www.linkedin.com/in/haoran-li-3287a049/ Haoran Li] (PhD 2021): Software Engineer, Amazon
* [https://yehancpsl.github.io Yehan Ma] (PhD 2020): Assistant Professor, Shanghai Jiao Tong University
* Chong Li (PhD 2020): Software Engineer, Ant Group
* [https://wangc86.github.io/ Chao Wang] (PhD 2019, with Chris Gill): Assistant Professor, National Taiwan Normal University
* Dolvara Gunatilaka (PhD 2019): Instructor, Mahidol University
* [https://web.njit.edu/~jingli/ Jing Li] (PhD 2017, with Kunal Agrawal): Assistant Professor, New Jersey Institute of Technology
* [http://www.cse.wustl.edu/~boli/ Bo Li] (PhD 2015): Startup
* [https://www.linkedin.com/in/chengjie-wu-83630b28/ Chengjie Wu] (PhD 2014): Research Scientist, Facebook
* [https://www.linkedin.com/in/xisisu/ Sisu Xi] (PhD 2014, with Chris Gill): Software Engineer, Google
* [http://www.cs.binghamton.edu/~msha/ Mo Sha] (PhD 2014): Associate Professor, Florida International University ('''NSF CAREER Awardee''')
* [https://www.abusayeedsaifullah.com/ Abusayeed Saifullah] (PhD 2014): Associate Professor, Wayne State University ('''NSF CAREER Awardee''')
* Yong Fu (PhD 2013): Senior Machine Learning Engineer, Unity
* [https://www.linkedin.com/pub/greg-hackmann/41/369/673 Greg Hackmann] (PhD 2011): Software Engineer, Apple
* [https://sites.google.com/site/ochipara/ Octav Chipara] (PhD 2010, with Catalin Roman): Associate Professor, University of Iowa ('''NSF CAREER Awardee''')
* [https://www.linkedin.com/in/chien-liang-fok-a0019936/ Chien-Liang Fok] (PhD 2009, with Catalin Roman): Researcher, Toyota Research Institute.
* [https://sites.google.com/site/sbhatta/ Sangeeta Bhattacharya] (PhD 2008, with Catalin Roman): Research Scientist, Intel Research (India).
* Yuanfang Zhang (PhD 2008, with Chris Gill): Developer, Microsoft Research (Redmond).
* [http://www2.ece.ohio-state.edu/~xwang/ Xiaorui Wang] (PhD 2006): Professor, Ohio State University ('''NSF CAREER Awardee, IEEE Fellow''')
* [https://staff.ie.cuhk.edu.hk/~glxing/ Guoliang Xing] (PhD 2006): Professor, Chinese University of Hong Kong. ('''NSF CAREER Awardee, IEEE Fellow''')
* [https://www.linkedin.com/in/qhuang/ Qingfeng Huang] (PhD 2003, with Catalin Roman): Startup.

CSE 7300 Research Seminar

2023-01-11T08:19:32Z

Hanyang:

{| align="right"
| __TOC__
|}

* '''Instructor''': [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu]
* '''Semester''': '''Spring 2023'''
* '''Time''': Wednesday at 11am-12pm
* '''Location''': TBD.

* NeurIPS ([http://nips.cc/])
* ICML ([http://icml.cc/])
* AAAI ([http://www.aaai.org/])
* SIGKDD ([http://www.kdd.org/])
* IJCAI ([http://www.ijcai.org/])
* Digital Medicine ([http://www.nature.com/npjdigitalmed/])
* HEALTH ([http://dl.acm.org/journal/health])
* Lancet Digital Health ([https://www.thelancet.com/journals/landig/issues#decade=loi_decade_201])
* IMWUT ([http://dl.acm.org/journal/imwut])
* SenSys
* MobiSys
* MobiCom
* IPSN
* IoTDI

==Presentation Schedule==

==Previous Semesters==
* [[Seminar Fall 2022|Fall 2022]]
* [[Seminar Summer 2022|Summer 2022]]
* [[Seminar Spring 2022|Spring 2022]]
* [[Seminar Fall 2021|Fall 2021]]
* [[Seminar Summer 2021|Summer 2021]]
* [[Seminar Spring 2021|Spring 2021]]
* [[Seminar Fall 2020|Fall 2020]]
* [[Seminar Summer 2020|Summer 2020]]
* [[Seminar Spring 2020|Spring 2020]]
* [[Seminar Fall 2019|Fall 2019]]
* [[Seminar Summer 2019|Summer 2019]]
* [[Seminar Spring 2019|Spring 2019]]
* [[Seminar Fall 2018|Fall 2018]]
* [[Seminar Summer 2018|Summer 2018]]
* [[Seminar Spring 2018|Spring 2018]]
* [[Seminar Fall 2017|Fall 2017]]
* [[Seminar Summer 2017|Summer 2017]]
* [[Seminar Spring 2017|Spring 2017]]
* [[Seminar Fall 2016|Fall 2016]]
* [[Seminar Summer 2016|Summer 2016]]
* [[Seminar Spring 2016|Spring 2016]]
* [[Seminar Fall 2015|Fall 2015]]
* [[Seminar Summer 2015|Summer 2015]]
* [[Seminar Spring 2015|Spring 2015]]
* [[Seminar Fall 2014|Fall 2014]]
* [[Seminar Summer 2014|Summer 2014]]
* [[Seminar Spring 2014|Spring 2014]]
* [[Seminar Fall 2013|Fall 2013]]
* [[Seminar Summer 2013|Summer 2013]]
* [[Seminar Spring 2013|Spring 2013]]
* [[Seminar Fall 2012|Fall 2012]]
* [[Seminar Summer 2012|Summer 2012]]
* [[Seminar Spring 2012|Spring 2012]]
* [[Seminar Fall 2011|Fall 2011]]
* [[Seminar Summer 2011|Summer 2011]]
* [[Seminar Spring 2011|Spring 2011]]
* [[Seminar Fall 2010|Fall 2010]]
* [[Seminar Spring 2010|Spring 2010]]
* [[Seminar Fall 2009|Fall 2009]]
* [[Seminar Summer 2009|Summer 2009]]
* [[Seminar Spring 2009|Spring 2009]]
* [[Seminar Fall 2008|Fall 2008]]
* [[Seminar Summer 2008|Summer 2008]]
* [[Seminar Spring 2008|Spring 2008]]
* [[Fall 2007]]
* [[Summer 2007]]
* [[Spring 2007]]
* [[Fall 2006]]
* [[Spring 2006]]
* [[Fall 2005]]
* [[Spring 2005]]
* [[Fall 2004]]
* [[Spring 2004]]
* [[Fall 2003]]
* [[Spring 2003]]
* [[Fall 2002]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2002.html Spring 2002]
* [http://userfs.cec.wustl.edu/~cs673/fall.2001.html Fall 2001]
* [http://userfs.cec.wustl.edu/~cs673/spring.2001.html Spring 2001]
* [[Fall 2000]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2000.html Spring 2000]
* [http://cec.wustl.edu/~cs673/backUp/fall.1998.html Fall 1998]
* [http://cec.wustl.edu/~cs673/backUp/spring.1998.html Spring 1998]

==Previous Lab Meetings==
* [[Labmeeting Spring 2020|Spring 2020]]
* [[Labmeeting Fall 2014|Fall 2014]]
* [[Labmeeting Summer 2014|Summer 2014]]
* [[Labmeeting Spring 2014|Spring 2014]]

Seminar Fall 2022

2023-01-11T08:18:24Z

Hanyang: Created page with "{| align="right" | __TOC__ |} * '''Instructor''': [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu] * '''Semester''': '''Fall 2022''' * '''Time''': Wednesday at 11am-12pm *..."

{| align="right"
| __TOC__
|}

* '''Instructor''': [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu]
* '''Semester''': '''Fall 2022'''
* '''Time''': Wednesday at 11am-12pm
* '''Location''': McKelvey 1030

* NeurIPS ([http://nips.cc/])
* ICML ([http://icml.cc/])
* AAAI ([http://www.aaai.org/])
* SIGKDD ([http://www.kdd.org/])
* IJCAI ([http://www.ijcai.org/])
* Digital Medicine ([http://www.nature.com/npjdigitalmed/])
* HEALTH ([http://dl.acm.org/journal/health])
* Lancet Digital Health ([https://www.thelancet.com/journals/landig/issues#decade=loi_decade_201])
* IMWUT ([http://dl.acm.org/journal/imwut])
* SenSys
* MobiSys
* MobiCom
* IPSN
* IoTDI

==Presentation Schedule==
=== ---Oct 26 ---===
Bing: Latent diffusion models

* Rombach, Robin, et al. "High-resolution image synthesis with latent diffusion models." Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2022. [https://arxiv.org/abs/2112.10752]
* Ramesh, Aditya, et al. "Hierarchical text-conditional image generation with clip latents." arXiv preprint arXiv:2204.06125 (2022) [https://arxiv.org/abs/2204.06125]

=== ---Nov 02 ---===
David Wang

* PhysiQ: Off-site Quality Assessment of Exercise in Physical Therapy

=== ---Nov 09 ---===
Ruiqi

* Ming-Jen Chang, Jih-Tang Hsieh, Chiung-Yao Fang, and Sei-Wang Chen. 2020. ''A Vision-based Human Action Recognition System for Moving Cameras Through Deep Learning.'' In Proceedings of the 2019 2nd International Conference on Signal Processing and Machine Learning (SPML '19). Association for Computing Machinery, New York, NY, USA, 85–91. [https://doi.org/10.1145/3372806.3372815]

=== ---Nov 16 ---===
Hangyue

=== ---Nov 30 ---===
Ziqi
* Tarek Naous, Srinjay Sarkar, Abubakar Abid, James Zou; Clustering Plotted Data by Image Segmentation, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, pp. 21499-21504 [https://arxiv.org/abs/2110.05187]

==Previous Semesters==
* [[Seminar Summer 2022|Summer 2022]]
* [[Seminar Spring 2022|Spring 2022]]
* [[Seminar Fall 2021|Fall 2021]]
* [[Seminar Summer 2021|Summer 2021]]
* [[Seminar Spring 2021|Spring 2021]]
* [[Seminar Fall 2020|Fall 2020]]
* [[Seminar Summer 2020|Summer 2020]]
* [[Seminar Spring 2020|Spring 2020]]
* [[Seminar Fall 2019|Fall 2019]]
* [[Seminar Summer 2019|Summer 2019]]
* [[Seminar Spring 2019|Spring 2019]]
* [[Seminar Fall 2018|Fall 2018]]
* [[Seminar Summer 2018|Summer 2018]]
* [[Seminar Spring 2018|Spring 2018]]
* [[Seminar Fall 2017|Fall 2017]]
* [[Seminar Summer 2017|Summer 2017]]
* [[Seminar Spring 2017|Spring 2017]]
* [[Seminar Fall 2016|Fall 2016]]
* [[Seminar Summer 2016|Summer 2016]]
* [[Seminar Spring 2016|Spring 2016]]
* [[Seminar Fall 2015|Fall 2015]]
* [[Seminar Summer 2015|Summer 2015]]
* [[Seminar Spring 2015|Spring 2015]]
* [[Seminar Fall 2014|Fall 2014]]
* [[Seminar Summer 2014|Summer 2014]]
* [[Seminar Spring 2014|Spring 2014]]
* [[Seminar Fall 2013|Fall 2013]]
* [[Seminar Summer 2013|Summer 2013]]
* [[Seminar Spring 2013|Spring 2013]]
* [[Seminar Fall 2012|Fall 2012]]
* [[Seminar Summer 2012|Summer 2012]]
* [[Seminar Spring 2012|Spring 2012]]
* [[Seminar Fall 2011|Fall 2011]]
* [[Seminar Summer 2011|Summer 2011]]
* [[Seminar Spring 2011|Spring 2011]]
* [[Seminar Fall 2010|Fall 2010]]
* [[Seminar Spring 2010|Spring 2010]]
* [[Seminar Fall 2009|Fall 2009]]
* [[Seminar Summer 2009|Summer 2009]]
* [[Seminar Spring 2009|Spring 2009]]
* [[Seminar Fall 2008|Fall 2008]]
* [[Seminar Summer 2008|Summer 2008]]
* [[Seminar Spring 2008|Spring 2008]]
* [[Fall 2007]]
* [[Summer 2007]]
* [[Spring 2007]]
* [[Fall 2006]]
* [[Spring 2006]]
* [[Fall 2005]]
* [[Spring 2005]]
* [[Fall 2004]]
* [[Spring 2004]]
* [[Fall 2003]]
* [[Spring 2003]]
* [[Fall 2002]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2002.html Spring 2002]
* [http://userfs.cec.wustl.edu/~cs673/fall.2001.html Fall 2001]
* [http://userfs.cec.wustl.edu/~cs673/spring.2001.html Spring 2001]
* [[Fall 2000]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2000.html Spring 2000]
* [http://cec.wustl.edu/~cs673/backUp/fall.1998.html Fall 1998]
* [http://cec.wustl.edu/~cs673/backUp/spring.1998.html Spring 1998]

==Previous Lab Meetings==
* [[Labmeeting Spring 2020|Spring 2020]]
* [[Labmeeting Fall 2014|Fall 2014]]
* [[Labmeeting Summer 2014|Summer 2014]]
* [[Labmeeting Spring 2014|Spring 2014]]

CSE 7300 Research Seminar

2023-01-11T08:18:13Z

Hanyang: /* Previous Semesters */

{| align="right"
| __TOC__
|}

* '''Instructor''': [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu]
* '''Semester''': '''Fall 2022'''
* '''Time''': Wednesday at 11am-12pm
* '''Location''': McKelvey 1030

* NeurIPS ([http://nips.cc/])
* ICML ([http://icml.cc/])
* AAAI ([http://www.aaai.org/])
* SIGKDD ([http://www.kdd.org/])
* IJCAI ([http://www.ijcai.org/])
* Digital Medicine ([http://www.nature.com/npjdigitalmed/])
* HEALTH ([http://dl.acm.org/journal/health])
* Lancet Digital Health ([https://www.thelancet.com/journals/landig/issues#decade=loi_decade_201])
* IMWUT ([http://dl.acm.org/journal/imwut])
* SenSys
* MobiSys
* MobiCom
* IPSN
* IoTDI

==Presentation Schedule==
=== ---Oct 26 ---===
Bing: Latent diffusion models

* Rombach, Robin, et al. "High-resolution image synthesis with latent diffusion models." Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2022. [https://arxiv.org/abs/2112.10752]
* Ramesh, Aditya, et al. "Hierarchical text-conditional image generation with clip latents." arXiv preprint arXiv:2204.06125 (2022) [https://arxiv.org/abs/2204.06125]

=== ---Nov 02 ---===
David Wang

* PhysiQ: Off-site Quality Assessment of Exercise in Physical Therapy

=== ---Nov 09 ---===
Ruiqi

* Ming-Jen Chang, Jih-Tang Hsieh, Chiung-Yao Fang, and Sei-Wang Chen. 2020. ''A Vision-based Human Action Recognition System for Moving Cameras Through Deep Learning.'' In Proceedings of the 2019 2nd International Conference on Signal Processing and Machine Learning (SPML '19). Association for Computing Machinery, New York, NY, USA, 85–91. [https://doi.org/10.1145/3372806.3372815]

=== ---Nov 16 ---===
Hangyue

=== ---Nov 30 ---===
Ziqi
* Tarek Naous, Srinjay Sarkar, Abubakar Abid, James Zou; Clustering Plotted Data by Image Segmentation, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, pp. 21499-21504 [https://arxiv.org/abs/2110.05187]

==Previous Semesters==
* [[Seminar Fall 2022|Fall 2022]]
* [[Seminar Summer 2022|Summer 2022]]
* [[Seminar Spring 2022|Spring 2022]]
* [[Seminar Fall 2021|Fall 2021]]
* [[Seminar Summer 2021|Summer 2021]]
* [[Seminar Spring 2021|Spring 2021]]
* [[Seminar Fall 2020|Fall 2020]]
* [[Seminar Summer 2020|Summer 2020]]
* [[Seminar Spring 2020|Spring 2020]]
* [[Seminar Fall 2019|Fall 2019]]
* [[Seminar Summer 2019|Summer 2019]]
* [[Seminar Spring 2019|Spring 2019]]
* [[Seminar Fall 2018|Fall 2018]]
* [[Seminar Summer 2018|Summer 2018]]
* [[Seminar Spring 2018|Spring 2018]]
* [[Seminar Fall 2017|Fall 2017]]
* [[Seminar Summer 2017|Summer 2017]]
* [[Seminar Spring 2017|Spring 2017]]
* [[Seminar Fall 2016|Fall 2016]]
* [[Seminar Summer 2016|Summer 2016]]
* [[Seminar Spring 2016|Spring 2016]]
* [[Seminar Fall 2015|Fall 2015]]
* [[Seminar Summer 2015|Summer 2015]]
* [[Seminar Spring 2015|Spring 2015]]
* [[Seminar Fall 2014|Fall 2014]]
* [[Seminar Summer 2014|Summer 2014]]
* [[Seminar Spring 2014|Spring 2014]]
* [[Seminar Fall 2013|Fall 2013]]
* [[Seminar Summer 2013|Summer 2013]]
* [[Seminar Spring 2013|Spring 2013]]
* [[Seminar Fall 2012|Fall 2012]]
* [[Seminar Summer 2012|Summer 2012]]
* [[Seminar Spring 2012|Spring 2012]]
* [[Seminar Fall 2011|Fall 2011]]
* [[Seminar Summer 2011|Summer 2011]]
* [[Seminar Spring 2011|Spring 2011]]
* [[Seminar Fall 2010|Fall 2010]]
* [[Seminar Spring 2010|Spring 2010]]
* [[Seminar Fall 2009|Fall 2009]]
* [[Seminar Summer 2009|Summer 2009]]
* [[Seminar Spring 2009|Spring 2009]]
* [[Seminar Fall 2008|Fall 2008]]
* [[Seminar Summer 2008|Summer 2008]]
* [[Seminar Spring 2008|Spring 2008]]
* [[Fall 2007]]
* [[Summer 2007]]
* [[Spring 2007]]
* [[Fall 2006]]
* [[Spring 2006]]
* [[Fall 2005]]
* [[Spring 2005]]
* [[Fall 2004]]
* [[Spring 2004]]
* [[Fall 2003]]
* [[Spring 2003]]
* [[Fall 2002]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2002.html Spring 2002]
* [http://userfs.cec.wustl.edu/~cs673/fall.2001.html Fall 2001]
* [http://userfs.cec.wustl.edu/~cs673/spring.2001.html Spring 2001]
* [[Fall 2000]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2000.html Spring 2000]
* [http://cec.wustl.edu/~cs673/backUp/fall.1998.html Fall 1998]
* [http://cec.wustl.edu/~cs673/backUp/spring.1998.html Spring 1998]

==Previous Lab Meetings==
* [[Labmeeting Spring 2020|Spring 2020]]
* [[Labmeeting Fall 2014|Fall 2014]]
* [[Labmeeting Summer 2014|Summer 2014]]
* [[Labmeeting Spring 2014|Spring 2014]]

Lab Meeting

2022-10-11T06:13:23Z

Hanyang: /* Previous Semesters */

{| align="right"
| __TOC__
|}

* '''Semester''': Fall 2021
* '''Time''': Thursday at 4pm-5pm
* '''Location''': Virtual

=== ---Jan 13 ---===
Ruiqi

=== ---Jan 20 ---===
Bing

=== ---Jan 27 ---===
Cancel

=== ---Feb 03 ---===
Hanyang

=== ---Feb 10 ---===
Cancel

=== ---Feb 17 ---===
Cancel

=== ---Feb 24 ---===
Jingwen

=== ---Mar 03 ---===
Cancel

=== ---Mar 10 ---===
Ruiqi

=== ---Mar 17 ---===
Hanyang

=== ---Mar 24 ---===
Cancel

=== ---Mar 31 ---===
Moran

=== ---Apr 07 ---===
Ruixuan

=== ---Apr 14 ---===
Cancel

=== ---Apr 21 ---===
Ruiqi

=== ---Apr 28 ---===
Bing

=== ---May 05 ---===
Jingwen

=== ---May 12 ---===
Ruixuan

=== ---May 19 ---===
Cancel

=== ---May 26 ---===
Hanyang

=== ---Jun 02 ---===
Moran

=== ---Jun 09 ---===
Ruiqi

==Previous Semesters==
* [[Seminar Summer 2022|Summer 2022]]
* [[Seminar Spring 2022|Spring 2022]]
* [[Seminar Fall 2021|Fall 2021]]
* [[Seminar Summer 2021|Summer 2021]]
* [[Seminar Spring 2021|Spring 2021]]
* [[Seminar Fall 2020|Fall 2020]]
* [[Seminar Summer 2020|Summer 2020]]
* [[Seminar Spring 2020|Spring 2020]]
* [[Seminar Fall 2019|Fall 2019]]
* [[Seminar Summer 2019|Summer 2019]]
* [[Seminar Spring 2019|Spring 2019]]
* [[Seminar Fall 2018|Fall 2018]]
* [[Seminar Summer 2018|Summer 2018]]
* [[Seminar Spring 2018|Spring 2018]]
* [[Seminar Fall 2017|Fall 2017]]
* [[Seminar Summer 2017|Summer 2017]]
* [[Seminar Spring 2017|Spring 2017]]
* [[Seminar Fall 2016|Fall 2016]]
* [[Seminar Summer 2016|Summer 2016]]
* [[Seminar Spring 2016|Spring 2016]]
* [[Seminar Fall 2015|Fall 2015]]
* [[Seminar Summer 2015|Summer 2015]]
* [[Seminar Spring 2015|Spring 2015]]
* [[Seminar Fall 2014|Fall 2014]]
* [[Seminar Summer 2014|Summer 2014]]
* [[Seminar Spring 2014|Spring 2014]]
* [[Seminar Fall 2013|Fall 2013]]
* [[Seminar Summer 2013|Summer 2013]]
* [[Seminar Spring 2013|Spring 2013]]
* [[Seminar Fall 2012|Fall 2012]]
* [[Seminar Summer 2012|Summer 2012]]
* [[Seminar Spring 2012|Spring 2012]]
* [[Seminar Fall 2011|Fall 2011]]
* [[Seminar Summer 2011|Summer 2011]]
* [[Seminar Spring 2011|Spring 2011]]
* [[Seminar Fall 2010|Fall 2010]]
* [[Seminar Spring 2010|Spring 2010]]
* [[Seminar Fall 2009|Fall 2009]]
* [[Seminar Summer 2009|Summer 2009]]
* [[Seminar Spring 2009|Spring 2009]]
* [[Seminar Fall 2008|Fall 2008]]
* [[Seminar Summer 2008|Summer 2008]]
* [[Seminar Spring 2008|Spring 2008]]
* [[Fall 2007]]
* [[Summer 2007]]
* [[Spring 2007]]
* [[Fall 2006]]
* [[Spring 2006]]
* [[Fall 2005]]
* [[Spring 2005]]
* [[Fall 2004]]
* [[Spring 2004]]
* [[Fall 2003]]
* [[Spring 2003]]
* [[Fall 2002]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2002.html Spring 2002]
* [http://userfs.cec.wustl.edu/~cs673/fall.2001.html Fall 2001]
* [http://userfs.cec.wustl.edu/~cs673/spring.2001.html Spring 2001]
* [[Fall 2000]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2000.html Spring 2000]
* [http://cec.wustl.edu/~cs673/backUp/fall.1998.html Fall 1998]
* [http://cec.wustl.edu/~cs673/backUp/spring.1998.html Spring 1998]

==Previous Lab Meetings==
* [[Labmeeting Fall 2014|Fall 2014]]
* [[Labmeeting Summer 2014|Summer 2014]]
* [[Labmeeting Spring 2014|Spring 2014]]

Seminar Spring 2022

2022-10-11T06:12:21Z

Hanyang: /* Previous Semesters */

{| align="right"
| __TOC__
|}

* '''Instructor''': [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu]
* '''Semester''': '''Fall 2022'''
* '''Time''': Wednesday at 1pm-1:50pm
* '''Location''': McKelvey 1030

* NeurIPS ([http://nips.cc/])
* ICML ([http://icml.cc/])
* AAAI ([http://www.aaai.org/])
* SIGKDD ([http://www.kdd.org/])
* IJCAI ([http://www.ijcai.org/])
* Digital Medicine ([http://www.nature.com/npjdigitalmed/])
* HEALTH ([http://dl.acm.org/journal/health])
* Lancet Digital Health ([https://www.thelancet.com/journals/landig/issues#decade=loi_decade_201])
* IMWUT ([http://dl.acm.org/journal/imwut])
* SenSys
* MobiSys
* MobiCom
* IPSN
* IoTDI

==Presentation Schedule==
=== ---Oct 12 ---===
Bing

=== ---Oct 19 ---===
Jingwen

=== ---Oct 26 ---===
Hanyang

=== ---Nov 02 ---===
Ziqi

=== ---Nov 09 ---===
Ruiqi

=== ---Nov 16 ---===
Jaehwan

=== ---Nov 30 ---===
Bing

==Previous Semesters==
* [[Seminar Fall 2021|Fall 2021]]
* [[Seminar Summer 2021|Summer 2021]]
* [[Seminar Spring 2021|Spring 2021]]
* [[Seminar Fall 2020|Fall 2020]]
* [[Seminar Summer 2020|Summer 2020]]
* [[Seminar Spring 2020|Spring 2020]]
* [[Seminar Fall 2019|Fall 2019]]
* [[Seminar Summer 2019|Summer 2019]]
* [[Seminar Spring 2019|Spring 2019]]
* [[Seminar Fall 2018|Fall 2018]]
* [[Seminar Summer 2018|Summer 2018]]
* [[Seminar Spring 2018|Spring 2018]]
* [[Seminar Fall 2017|Fall 2017]]
* [[Seminar Summer 2017|Summer 2017]]
* [[Seminar Spring 2017|Spring 2017]]
* [[Seminar Fall 2016|Fall 2016]]
* [[Seminar Summer 2016|Summer 2016]]
* [[Seminar Spring 2016|Spring 2016]]
* [[Seminar Fall 2015|Fall 2015]]
* [[Seminar Summer 2015|Summer 2015]]
* [[Seminar Spring 2015|Spring 2015]]
* [[Seminar Fall 2014|Fall 2014]]
* [[Seminar Summer 2014|Summer 2014]]
* [[Seminar Spring 2014|Spring 2014]]
* [[Seminar Fall 2013|Fall 2013]]
* [[Seminar Summer 2013|Summer 2013]]
* [[Seminar Spring 2013|Spring 2013]]
* [[Seminar Fall 2012|Fall 2012]]
* [[Seminar Summer 2012|Summer 2012]]
* [[Seminar Spring 2012|Spring 2012]]
* [[Seminar Fall 2011|Fall 2011]]
* [[Seminar Summer 2011|Summer 2011]]
* [[Seminar Spring 2011|Spring 2011]]
* [[Seminar Fall 2010|Fall 2010]]
* [[Seminar Spring 2010|Spring 2010]]
* [[Seminar Fall 2009|Fall 2009]]
* [[Seminar Summer 2009|Summer 2009]]
* [[Seminar Spring 2009|Spring 2009]]
* [[Seminar Fall 2008|Fall 2008]]
* [[Seminar Summer 2008|Summer 2008]]
* [[Seminar Spring 2008|Spring 2008]]
* [[Fall 2007]]
* [[Summer 2007]]
* [[Spring 2007]]
* [[Fall 2006]]
* [[Spring 2006]]
* [[Fall 2005]]
* [[Spring 2005]]
* [[Fall 2004]]
* [[Spring 2004]]
* [[Fall 2003]]
* [[Spring 2003]]
* [[Fall 2002]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2002.html Spring 2002]
* [http://userfs.cec.wustl.edu/~cs673/fall.2001.html Fall 2001]
* [http://userfs.cec.wustl.edu/~cs673/spring.2001.html Spring 2001]
* [[Fall 2000]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2000.html Spring 2000]
* [http://cec.wustl.edu/~cs673/backUp/fall.1998.html Fall 1998]
* [http://cec.wustl.edu/~cs673/backUp/spring.1998.html Spring 1998]

==Previous Lab Meetings==
* [[Labmeeting Spring 2020|Spring 2020]]
* [[Labmeeting Fall 2014|Fall 2014]]
* [[Labmeeting Summer 2014|Summer 2014]]
* [[Labmeeting Spring 2014|Spring 2014]]

Seminar Summer 2022

2022-10-11T06:11:57Z

Hanyang: /* Previous Semesters */

{| align="right"
| __TOC__
|}

* '''Instructor''': [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu]
* '''Semester''': '''Summer 2021'''
* '''Time''': Thursday at 4pm-4:50pm
* '''Location''': Virtual

=== ---ML for Health ---===

=== ---Feb 04 ---===
Ruixuan

Guo, Gabriel, et al. "MSLife: Digital Behavioral Phenotyping of Multiple Sclerosis Symptoms in the Wild Using Wearables and Graph-Based Statistical Analysis." Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 5.4 (2021): 1-35.
[https://dl.acm.org/doi/10.1145/3494970]

=== ---Feb 11 ---===
Ziqi

Bica, Ioana, et al. "From real‐world patient data to individualized treatment effects using machine learning: current and future methods to address underlying challenges." Clinical Pharmacology & Therapeutics 109.1 (2021): 87-100. [https://ascpt.onlinelibrary.wiley.com/doi/10.1002/cpt.1907]

=== ---Feb 18 ---===
Cancel

=== ---Feb 25 ---===
Sixie

Yang, Qian, et al. "Flop: Federated learning on medical datasets using partial networks." Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining. 2021. [https://dl.acm.org/doi/pdf/10.1145/3447548.3467185]

=== ---Mar 04 ---===
Moran

Song, Sijie, et al. "An end-to-end spatial-temporal attention model for human action recognition from skeleton data." Proceedings of the AAAI conference on artificial intelligence. Vol. 31. No. 1. 2017. [https://ojs.aaai.org/index.php/AAAI/article/view/11212]

=== ---Mar 11 ---===
Jingwen

Park, Chunjong, et al. "Reliable and Trustworthy Machine Learning for Health Using Dataset Shift Detection." Advances in Neural Information Processing Systems 34 (2021).
[https://papers.nips.cc/paper/2021/file/17e23e50bedc63b4095e3d8204ce063b-Paper.pdf]

=== ---Mar 18 ---===
Cancel

=== ---Mar 25 ---===
Cancel

=== ---Apr 01 ---===
Bing

Choi, Edward, et al. "GRAM: graph-based attention model for healthcare representation learning." Proceedings of the 23rd ACM SIGKDD international conference on knowledge discovery and data mining. 2017.[https://dl.acm.org/doi/pdf/10.1145/3097983.3098126]

Choi, Edward, et al. "Mime: Multilevel medical embedding of electronic health records for predictive healthcare." Advances in neural information processing systems 31 (2018).
[https://proceedings.neurips.cc/paper/2018/file/934b535800b1cba8f96a5d72f72f1611-Paper.pdf]

Choi, Edward, et al. "Learning the graphical structure of electronic health records with graph convolutional transformer." Proceedings of the AAAI conference on artificial intelligence. Vol. 34. No. 01. 2020. [https://arxiv.org/pdf/1906.04716.pdf]

=== ---Apr 08 ---===
Cancel

=== ---Apr 15 ---===
Hanyang

=== ---Apr 22 ---===
Ruiqi

Shiqi Jiang, Zhiqi Lin, Yuanchun Li, Yuanchao Shu, and Yunxin Liu. 2021. Flexible high-resolution object detection on edge devices with tunable latency. In Proceedings of the 27th Annual International Conference on Mobile Computing and Networking (MobiCom ’21). Association for Computing Machinery, New York, NY, USA, 559–572. DOI:https://doi.org/10.1145/3447993.3483274

* NeurIPS ([http://nips.cc/])
* ICML ([http://icml.cc/])
* AAAI ([http://www.aaai.org/])
* SIGKDD ([http://www.kdd.org/])
* IJCAI ([http://www.ijcai.org/])
* IMWUT ([http://dl.acm.org/journal/imwut])
* Digital Medicine ([http://www.nature.com/npjdigitalmed/])
* HEALTH ([http://dl.acm.org/journal/health])
* Lancet Digital Health ([https://www.thelancet.com/journals/landig/issues#decade=loi_decade_201])

=== ---Cyber Physical Systems ---===

* SenSys ([http://sensys.acm.org])
* IPSN ([http://ipsn.acm.org])
* RTSS ([http://www.rtss.org/])
* RTAS ([http://www.rtas.org/])
* ICCPS ([http://www.iccps.org])
* MobiCom ([https://sigmobile.org/mobicom/2019/])
* MobiSys ([http://www.sigmobile.org/mobisys/2019/])
* Sigcomm ([http://conferences.sigcomm.org/sigcomm/2019/])
* NSDI ([https://www.usenix.org/conference/nsdi19])
* SOSP ([https://www.sigops.org/])
* OSDI ([https://www.usenix.org/conference/osdi18/])

==Presentation Schedule==

==Previous Semesters==
* [[Seminar Spring 2022|Spring 2022]]
* [[Seminar Fall 2021|Fall 2021]]
* [[Seminar Summer 2021|Summer 2021]]
* [[Seminar Spring 2021|Spring 2021]]
* [[Seminar Fall 2020|Fall 2020]]
* [[Seminar Summer 2020|Summer 2020]]
* [[Seminar Spring 2020|Spring 2020]]
* [[Seminar Fall 2019|Fall 2019]]
* [[Seminar Summer 2019|Summer 2019]]
* [[Seminar Spring 2019|Spring 2019]]
* [[Seminar Fall 2018|Fall 2018]]
* [[Seminar Summer 2018|Summer 2018]]
* [[Seminar Spring 2018|Spring 2018]]
* [[Seminar Fall 2017|Fall 2017]]
* [[Seminar Summer 2017|Summer 2017]]
* [[Seminar Spring 2017|Spring 2017]]
* [[Seminar Fall 2016|Fall 2016]]
* [[Seminar Summer 2016|Summer 2016]]
* [[Seminar Spring 2016|Spring 2016]]
* [[Seminar Fall 2015|Fall 2015]]
* [[Seminar Summer 2015|Summer 2015]]
* [[Seminar Spring 2015|Spring 2015]]
* [[Seminar Fall 2014|Fall 2014]]
* [[Seminar Summer 2014|Summer 2014]]
* [[Seminar Spring 2014|Spring 2014]]
* [[Seminar Fall 2013|Fall 2013]]
* [[Seminar Summer 2013|Summer 2013]]
* [[Seminar Spring 2013|Spring 2013]]
* [[Seminar Fall 2012|Fall 2012]]
* [[Seminar Summer 2012|Summer 2012]]
* [[Seminar Spring 2012|Spring 2012]]
* [[Seminar Fall 2011|Fall 2011]]
* [[Seminar Summer 2011|Summer 2011]]
* [[Seminar Spring 2011|Spring 2011]]
* [[Seminar Fall 2010|Fall 2010]]
* [[Seminar Spring 2010|Spring 2010]]
* [[Seminar Fall 2009|Fall 2009]]
* [[Seminar Summer 2009|Summer 2009]]
* [[Seminar Spring 2009|Spring 2009]]
* [[Seminar Fall 2008|Fall 2008]]
* [[Seminar Summer 2008|Summer 2008]]
* [[Seminar Spring 2008|Spring 2008]]
* [[Fall 2007]]
* [[Summer 2007]]
* [[Spring 2007]]
* [[Fall 2006]]
* [[Spring 2006]]
* [[Fall 2005]]
* [[Spring 2005]]
* [[Fall 2004]]
* [[Spring 2004]]
* [[Fall 2003]]
* [[Spring 2003]]
* [[Fall 2002]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2002.html Spring 2002]
* [http://userfs.cec.wustl.edu/~cs673/fall.2001.html Fall 2001]
* [http://userfs.cec.wustl.edu/~cs673/spring.2001.html Spring 2001]
* [[Fall 2000]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2000.html Spring 2000]
* [http://cec.wustl.edu/~cs673/backUp/fall.1998.html Fall 1998]
* [http://cec.wustl.edu/~cs673/backUp/spring.1998.html Spring 1998]

==Previous Lab Meetings==
* [[Labmeeting Spring 2020|Spring 2020]]
* [[Labmeeting Fall 2014|Fall 2014]]
* [[Labmeeting Summer 2014|Summer 2014]]
* [[Labmeeting Spring 2014|Spring 2014]]

CSE 7300 Research Seminar

2022-10-11T06:11:19Z

Hanyang: /* Previous Semesters */

{| align="right"
| __TOC__
|}

* '''Instructor''': [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu]
* '''Semester''': '''Fall 2022'''
* '''Time''': Wednesday at 1pm-1:50pm
* '''Location''': McKelvey 1030

* NeurIPS ([http://nips.cc/])
* ICML ([http://icml.cc/])
* AAAI ([http://www.aaai.org/])
* SIGKDD ([http://www.kdd.org/])
* IJCAI ([http://www.ijcai.org/])
* Digital Medicine ([http://www.nature.com/npjdigitalmed/])
* HEALTH ([http://dl.acm.org/journal/health])
* Lancet Digital Health ([https://www.thelancet.com/journals/landig/issues#decade=loi_decade_201])
* IMWUT ([http://dl.acm.org/journal/imwut])
* SenSys
* MobiSys
* MobiCom
* IPSN
* IoTDI

==Presentation Schedule==
=== ---Oct 12 ---===
Bing

=== ---Oct 19 ---===
Jingwen

=== ---Oct 26 ---===
Hanyang

=== ---Nov 02 ---===
Ziqi

=== ---Nov 09 ---===
Ruiqi

=== ---Nov 16 ---===
Jaehwan

=== ---Nov 30 ---===
Bing

==Previous Semesters==
* [[Seminar Summer 2022|Summer 2022]]
* [[Seminar Spring 2022|Spring 2022]]
* [[Seminar Fall 2021|Fall 2021]]
* [[Seminar Summer 2021|Summer 2021]]
* [[Seminar Spring 2021|Spring 2021]]
* [[Seminar Fall 2020|Fall 2020]]
* [[Seminar Summer 2020|Summer 2020]]
* [[Seminar Spring 2020|Spring 2020]]
* [[Seminar Fall 2019|Fall 2019]]
* [[Seminar Summer 2019|Summer 2019]]
* [[Seminar Spring 2019|Spring 2019]]
* [[Seminar Fall 2018|Fall 2018]]
* [[Seminar Summer 2018|Summer 2018]]
* [[Seminar Spring 2018|Spring 2018]]
* [[Seminar Fall 2017|Fall 2017]]
* [[Seminar Summer 2017|Summer 2017]]
* [[Seminar Spring 2017|Spring 2017]]
* [[Seminar Fall 2016|Fall 2016]]
* [[Seminar Summer 2016|Summer 2016]]
* [[Seminar Spring 2016|Spring 2016]]
* [[Seminar Fall 2015|Fall 2015]]
* [[Seminar Summer 2015|Summer 2015]]
* [[Seminar Spring 2015|Spring 2015]]
* [[Seminar Fall 2014|Fall 2014]]
* [[Seminar Summer 2014|Summer 2014]]
* [[Seminar Spring 2014|Spring 2014]]
* [[Seminar Fall 2013|Fall 2013]]
* [[Seminar Summer 2013|Summer 2013]]
* [[Seminar Spring 2013|Spring 2013]]
* [[Seminar Fall 2012|Fall 2012]]
* [[Seminar Summer 2012|Summer 2012]]
* [[Seminar Spring 2012|Spring 2012]]
* [[Seminar Fall 2011|Fall 2011]]
* [[Seminar Summer 2011|Summer 2011]]
* [[Seminar Spring 2011|Spring 2011]]
* [[Seminar Fall 2010|Fall 2010]]
* [[Seminar Spring 2010|Spring 2010]]
* [[Seminar Fall 2009|Fall 2009]]
* [[Seminar Summer 2009|Summer 2009]]
* [[Seminar Spring 2009|Spring 2009]]
* [[Seminar Fall 2008|Fall 2008]]
* [[Seminar Summer 2008|Summer 2008]]
* [[Seminar Spring 2008|Spring 2008]]
* [[Fall 2007]]
* [[Summer 2007]]
* [[Spring 2007]]
* [[Fall 2006]]
* [[Spring 2006]]
* [[Fall 2005]]
* [[Spring 2005]]
* [[Fall 2004]]
* [[Spring 2004]]
* [[Fall 2003]]
* [[Spring 2003]]
* [[Fall 2002]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2002.html Spring 2002]
* [http://userfs.cec.wustl.edu/~cs673/fall.2001.html Fall 2001]
* [http://userfs.cec.wustl.edu/~cs673/spring.2001.html Spring 2001]
* [[Fall 2000]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2000.html Spring 2000]
* [http://cec.wustl.edu/~cs673/backUp/fall.1998.html Fall 1998]
* [http://cec.wustl.edu/~cs673/backUp/spring.1998.html Spring 1998]

==Previous Lab Meetings==
* [[Labmeeting Spring 2020|Spring 2020]]
* [[Labmeeting Fall 2014|Fall 2014]]
* [[Labmeeting Summer 2014|Summer 2014]]
* [[Labmeeting Spring 2014|Spring 2014]]

CSE 7300 Research Seminar

2022-10-11T06:10:20Z

Hanyang: /* Previous Semesters */

{| align="right"
| __TOC__
|}

* '''Instructor''': [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu]
* '''Semester''': '''Fall 2022'''
* '''Time''': Wednesday at 1pm-1:50pm
* '''Location''': McKelvey 1030

* NeurIPS ([http://nips.cc/])
* ICML ([http://icml.cc/])
* AAAI ([http://www.aaai.org/])
* SIGKDD ([http://www.kdd.org/])
* IJCAI ([http://www.ijcai.org/])
* Digital Medicine ([http://www.nature.com/npjdigitalmed/])
* HEALTH ([http://dl.acm.org/journal/health])
* Lancet Digital Health ([https://www.thelancet.com/journals/landig/issues#decade=loi_decade_201])
* IMWUT ([http://dl.acm.org/journal/imwut])
* SenSys
* MobiSys
* MobiCom
* IPSN
* IoTDI

==Presentation Schedule==
=== ---Oct 12 ---===
Bing

=== ---Oct 19 ---===
Jingwen

=== ---Oct 26 ---===
Hanyang

=== ---Nov 02 ---===
Ziqi

=== ---Nov 09 ---===
Ruiqi

=== ---Nov 16 ---===
Jaehwan

=== ---Nov 30 ---===
Bing

==Previous Semesters==
* [[Seminar Summer 2022|Summer 2022]]
* [[Seminar Spring 2022|Spring 2022]]
* [[Seminar Fall 2021|Fall 2021]]
* [[Seminar Summer 2021|Summer 2021]]
* [[Seminar Spring 2021|Spring 2021]]
* [[Seminar Fall 2020|Fall 2020]]
* [[Seminar Spring 2020|Spring 2020]]
* [[Seminar Fall 2019|Fall 2019]]
* [[Seminar Summer 2019|Summer 2019]]
* [[Seminar Spring 2019|Spring 2019]]
* [[Seminar Fall 2018|Fall 2018]]
* [[Seminar Summer 2018|Summer 2018]]
* [[Seminar Spring 2018|Spring 2018]]
* [[Seminar Fall 2017|Fall 2017]]
* [[Seminar Summer 2017|Summer 2017]]
* [[Seminar Spring 2017|Spring 2017]]
* [[Seminar Fall 2016|Fall 2016]]
* [[Seminar Summer 2016|Summer 2016]]
* [[Seminar Spring 2016|Spring 2016]]
* [[Seminar Fall 2015|Fall 2015]]
* [[Seminar Summer 2015|Summer 2015]]
* [[Seminar Spring 2015|Spring 2015]]
* [[Seminar Fall 2014|Fall 2014]]
* [[Seminar Summer 2014|Summer 2014]]
* [[Seminar Spring 2014|Spring 2014]]
* [[Seminar Fall 2013|Fall 2013]]
* [[Seminar Summer 2013|Summer 2013]]
* [[Seminar Spring 2013|Spring 2013]]
* [[Seminar Fall 2012|Fall 2012]]
* [[Seminar Summer 2012|Summer 2012]]
* [[Seminar Spring 2012|Spring 2012]]
* [[Seminar Fall 2011|Fall 2011]]
* [[Seminar Summer 2011|Summer 2011]]
* [[Seminar Spring 2011|Spring 2011]]
* [[Seminar Fall 2010|Fall 2010]]
* [[Seminar Spring 2010|Spring 2010]]
* [[Seminar Fall 2009|Fall 2009]]
* [[Seminar Summer 2009|Summer 2009]]
* [[Seminar Spring 2009|Spring 2009]]
* [[Seminar Fall 2008|Fall 2008]]
* [[Seminar Summer 2008|Summer 2008]]
* [[Seminar Spring 2008|Spring 2008]]
* [[Fall 2007]]
* [[Summer 2007]]
* [[Spring 2007]]
* [[Fall 2006]]
* [[Spring 2006]]
* [[Fall 2005]]
* [[Spring 2005]]
* [[Fall 2004]]
* [[Spring 2004]]
* [[Fall 2003]]
* [[Spring 2003]]
* [[Fall 2002]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2002.html Spring 2002]
* [http://userfs.cec.wustl.edu/~cs673/fall.2001.html Fall 2001]
* [http://userfs.cec.wustl.edu/~cs673/spring.2001.html Spring 2001]
* [[Fall 2000]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2000.html Spring 2000]
* [http://cec.wustl.edu/~cs673/backUp/fall.1998.html Fall 1998]
* [http://cec.wustl.edu/~cs673/backUp/spring.1998.html Spring 1998]

==Previous Lab Meetings==
* [[Labmeeting Spring 2020|Spring 2020]]
* [[Labmeeting Fall 2014|Fall 2014]]
* [[Labmeeting Summer 2014|Summer 2014]]
* [[Labmeeting Spring 2014|Spring 2014]]

CSE 7300 Research Seminar

2022-10-11T06:09:45Z

Hanyang: /* Previous Semesters */

{| align="right"
| __TOC__
|}

* '''Instructor''': [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu]
* '''Semester''': '''Fall 2022'''
* '''Time''': Wednesday at 1pm-1:50pm
* '''Location''': McKelvey 1030

* NeurIPS ([http://nips.cc/])
* ICML ([http://icml.cc/])
* AAAI ([http://www.aaai.org/])
* SIGKDD ([http://www.kdd.org/])
* IJCAI ([http://www.ijcai.org/])
* Digital Medicine ([http://www.nature.com/npjdigitalmed/])
* HEALTH ([http://dl.acm.org/journal/health])
* Lancet Digital Health ([https://www.thelancet.com/journals/landig/issues#decade=loi_decade_201])
* IMWUT ([http://dl.acm.org/journal/imwut])
* SenSys
* MobiSys
* MobiCom
* IPSN
* IoTDI

==Presentation Schedule==
=== ---Oct 12 ---===
Bing

=== ---Oct 19 ---===
Jingwen

=== ---Oct 26 ---===
Hanyang

=== ---Nov 02 ---===
Ziqi

=== ---Nov 09 ---===
Ruiqi

=== ---Nov 16 ---===
Jaehwan

=== ---Nov 30 ---===
Bing

==Previous Semesters==
* [[Seminar Summer 2022|Summer 2022]]
* [[Seminar Spring 2022|Spring 2022]]
* [[Seminar Fall 2021|Fall 2021]]
* [[Seminar Spring 2021|Spring 2021]]
* [[Seminar Fall 2020|Fall 2020]]
* [[Seminar Spring 2020|Spring 2020]]
* [[Seminar Fall 2019|Fall 2019]]
* [[Seminar Summer 2019|Summer 2019]]
* [[Seminar Spring 2019|Spring 2019]]
* [[Seminar Fall 2018|Fall 2018]]
* [[Seminar Summer 2018|Summer 2018]]
* [[Seminar Spring 2018|Spring 2018]]
* [[Seminar Fall 2017|Fall 2017]]
* [[Seminar Summer 2017|Summer 2017]]
* [[Seminar Spring 2017|Spring 2017]]
* [[Seminar Fall 2016|Fall 2016]]
* [[Seminar Summer 2016|Summer 2016]]
* [[Seminar Spring 2016|Spring 2016]]
* [[Seminar Fall 2015|Fall 2015]]
* [[Seminar Summer 2015|Summer 2015]]
* [[Seminar Spring 2015|Spring 2015]]
* [[Seminar Fall 2014|Fall 2014]]
* [[Seminar Summer 2014|Summer 2014]]
* [[Seminar Spring 2014|Spring 2014]]
* [[Seminar Fall 2013|Fall 2013]]
* [[Seminar Summer 2013|Summer 2013]]
* [[Seminar Spring 2013|Spring 2013]]
* [[Seminar Fall 2012|Fall 2012]]
* [[Seminar Summer 2012|Summer 2012]]
* [[Seminar Spring 2012|Spring 2012]]
* [[Seminar Fall 2011|Fall 2011]]
* [[Seminar Summer 2011|Summer 2011]]
* [[Seminar Spring 2011|Spring 2011]]
* [[Seminar Fall 2010|Fall 2010]]
* [[Seminar Spring 2010|Spring 2010]]
* [[Seminar Fall 2009|Fall 2009]]
* [[Seminar Summer 2009|Summer 2009]]
* [[Seminar Spring 2009|Spring 2009]]
* [[Seminar Fall 2008|Fall 2008]]
* [[Seminar Summer 2008|Summer 2008]]
* [[Seminar Spring 2008|Spring 2008]]
* [[Fall 2007]]
* [[Summer 2007]]
* [[Spring 2007]]
* [[Fall 2006]]
* [[Spring 2006]]
* [[Fall 2005]]
* [[Spring 2005]]
* [[Fall 2004]]
* [[Spring 2004]]
* [[Fall 2003]]
* [[Spring 2003]]
* [[Fall 2002]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2002.html Spring 2002]
* [http://userfs.cec.wustl.edu/~cs673/fall.2001.html Fall 2001]
* [http://userfs.cec.wustl.edu/~cs673/spring.2001.html Spring 2001]
* [[Fall 2000]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2000.html Spring 2000]
* [http://cec.wustl.edu/~cs673/backUp/fall.1998.html Fall 1998]
* [http://cec.wustl.edu/~cs673/backUp/spring.1998.html Spring 1998]

==Previous Lab Meetings==
* [[Labmeeting Spring 2020|Spring 2020]]
* [[Labmeeting Fall 2014|Fall 2014]]
* [[Labmeeting Summer 2014|Summer 2014]]
* [[Labmeeting Spring 2014|Spring 2014]]

CSE 7300 Research Seminar

2022-10-11T06:08:40Z

Hanyang:

{| align="right"
| __TOC__
|}

* '''Instructor''': [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu]
* '''Semester''': '''Fall 2022'''
* '''Time''': Wednesday at 1pm-1:50pm
* '''Location''': McKelvey 1030

* NeurIPS ([http://nips.cc/])
* ICML ([http://icml.cc/])
* AAAI ([http://www.aaai.org/])
* SIGKDD ([http://www.kdd.org/])
* IJCAI ([http://www.ijcai.org/])
* Digital Medicine ([http://www.nature.com/npjdigitalmed/])
* HEALTH ([http://dl.acm.org/journal/health])
* Lancet Digital Health ([https://www.thelancet.com/journals/landig/issues#decade=loi_decade_201])
* IMWUT ([http://dl.acm.org/journal/imwut])
* SenSys
* MobiSys
* MobiCom
* IPSN
* IoTDI

==Presentation Schedule==
=== ---Oct 12 ---===
Bing

=== ---Oct 19 ---===
Jingwen

=== ---Oct 26 ---===
Hanyang

=== ---Nov 02 ---===
Ziqi

=== ---Nov 09 ---===
Ruiqi

=== ---Nov 16 ---===
Jaehwan

=== ---Nov 30 ---===
Bing

==Previous Semesters==
* [[Seminar Spring 2022|Spring 2022]]
* [[Seminar Spring 2021|Spring 2021]]
* [[Seminar Fall 2020|Fall 2020]]
* [[Seminar Spring 2020|Spring 2020]]
* [[Seminar Fall 2019|Fall 2019]]
* [[Seminar Summer 2019|Summer 2019]]
* [[Seminar Spring 2019|Spring 2019]]
* [[Seminar Fall 2018|Fall 2018]]
* [[Seminar Summer 2018|Summer 2018]]
* [[Seminar Spring 2018|Spring 2018]]
* [[Seminar Fall 2017|Fall 2017]]
* [[Seminar Summer 2017|Summer 2017]]
* [[Seminar Spring 2017|Spring 2017]]
* [[Seminar Fall 2016|Fall 2016]]
* [[Seminar Summer 2016|Summer 2016]]
* [[Seminar Spring 2016|Spring 2016]]
* [[Seminar Fall 2015|Fall 2015]]
* [[Seminar Summer 2015|Summer 2015]]
* [[Seminar Spring 2015|Spring 2015]]
* [[Seminar Fall 2014|Fall 2014]]
* [[Seminar Summer 2014|Summer 2014]]
* [[Seminar Spring 2014|Spring 2014]]
* [[Seminar Fall 2013|Fall 2013]]
* [[Seminar Summer 2013|Summer 2013]]
* [[Seminar Spring 2013|Spring 2013]]
* [[Seminar Fall 2012|Fall 2012]]
* [[Seminar Summer 2012|Summer 2012]]
* [[Seminar Spring 2012|Spring 2012]]
* [[Seminar Fall 2011|Fall 2011]]
* [[Seminar Summer 2011|Summer 2011]]
* [[Seminar Spring 2011|Spring 2011]]
* [[Seminar Fall 2010|Fall 2010]]
* [[Seminar Spring 2010|Spring 2010]]
* [[Seminar Fall 2009|Fall 2009]]
* [[Seminar Summer 2009|Summer 2009]]
* [[Seminar Spring 2009|Spring 2009]]
* [[Seminar Fall 2008|Fall 2008]]
* [[Seminar Summer 2008|Summer 2008]]
* [[Seminar Spring 2008|Spring 2008]]
* [[Fall 2007]]
* [[Summer 2007]]
* [[Spring 2007]]
* [[Fall 2006]]
* [[Spring 2006]]
* [[Fall 2005]]
* [[Spring 2005]]
* [[Fall 2004]]
* [[Spring 2004]]
* [[Fall 2003]]
* [[Spring 2003]]
* [[Fall 2002]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2002.html Spring 2002]
* [http://userfs.cec.wustl.edu/~cs673/fall.2001.html Fall 2001]
* [http://userfs.cec.wustl.edu/~cs673/spring.2001.html Spring 2001]
* [[Fall 2000]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2000.html Spring 2000]
* [http://cec.wustl.edu/~cs673/backUp/fall.1998.html Fall 1998]
* [http://cec.wustl.edu/~cs673/backUp/spring.1998.html Spring 1998]

==Previous Lab Meetings==
* [[Labmeeting Spring 2020|Spring 2020]]
* [[Labmeeting Fall 2014|Fall 2014]]
* [[Labmeeting Summer 2014|Summer 2014]]
* [[Labmeeting Spring 2014|Spring 2014]]

Seminar Summer 2022

2022-10-11T06:07:55Z

Hanyang: Created page with "{| align="right" | __TOC__ |} * '''Instructor''': [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu] * '''Semester''': '''Summer 2021''' * '''Time''': Thursday at 4pm-4:50pm ..."

{| align="right"
| __TOC__
|}

* '''Instructor''': [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu]
* '''Semester''': '''Summer 2021'''
* '''Time''': Thursday at 4pm-4:50pm
* '''Location''': Virtual

=== ---ML for Health ---===

=== ---Feb 04 ---===
Ruixuan

Guo, Gabriel, et al. "MSLife: Digital Behavioral Phenotyping of Multiple Sclerosis Symptoms in the Wild Using Wearables and Graph-Based Statistical Analysis." Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 5.4 (2021): 1-35.
[https://dl.acm.org/doi/10.1145/3494970]

=== ---Feb 11 ---===
Ziqi

Bica, Ioana, et al. "From real‐world patient data to individualized treatment effects using machine learning: current and future methods to address underlying challenges." Clinical Pharmacology & Therapeutics 109.1 (2021): 87-100. [https://ascpt.onlinelibrary.wiley.com/doi/10.1002/cpt.1907]

=== ---Feb 18 ---===
Cancel

=== ---Feb 25 ---===
Sixie

Yang, Qian, et al. "Flop: Federated learning on medical datasets using partial networks." Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining. 2021. [https://dl.acm.org/doi/pdf/10.1145/3447548.3467185]

=== ---Mar 04 ---===
Moran

Song, Sijie, et al. "An end-to-end spatial-temporal attention model for human action recognition from skeleton data." Proceedings of the AAAI conference on artificial intelligence. Vol. 31. No. 1. 2017. [https://ojs.aaai.org/index.php/AAAI/article/view/11212]

=== ---Mar 11 ---===
Jingwen

Park, Chunjong, et al. "Reliable and Trustworthy Machine Learning for Health Using Dataset Shift Detection." Advances in Neural Information Processing Systems 34 (2021).
[https://papers.nips.cc/paper/2021/file/17e23e50bedc63b4095e3d8204ce063b-Paper.pdf]

=== ---Mar 18 ---===
Cancel

=== ---Mar 25 ---===
Cancel

=== ---Apr 01 ---===
Bing

Choi, Edward, et al. "GRAM: graph-based attention model for healthcare representation learning." Proceedings of the 23rd ACM SIGKDD international conference on knowledge discovery and data mining. 2017.[https://dl.acm.org/doi/pdf/10.1145/3097983.3098126]

Choi, Edward, et al. "Mime: Multilevel medical embedding of electronic health records for predictive healthcare." Advances in neural information processing systems 31 (2018).
[https://proceedings.neurips.cc/paper/2018/file/934b535800b1cba8f96a5d72f72f1611-Paper.pdf]

Choi, Edward, et al. "Learning the graphical structure of electronic health records with graph convolutional transformer." Proceedings of the AAAI conference on artificial intelligence. Vol. 34. No. 01. 2020. [https://arxiv.org/pdf/1906.04716.pdf]

=== ---Apr 08 ---===
Cancel

=== ---Apr 15 ---===
Hanyang

=== ---Apr 22 ---===
Ruiqi

Shiqi Jiang, Zhiqi Lin, Yuanchun Li, Yuanchao Shu, and Yunxin Liu. 2021. Flexible high-resolution object detection on edge devices with tunable latency. In Proceedings of the 27th Annual International Conference on Mobile Computing and Networking (MobiCom ’21). Association for Computing Machinery, New York, NY, USA, 559–572. DOI:https://doi.org/10.1145/3447993.3483274

* NeurIPS ([http://nips.cc/])
* ICML ([http://icml.cc/])
* AAAI ([http://www.aaai.org/])
* SIGKDD ([http://www.kdd.org/])
* IJCAI ([http://www.ijcai.org/])
* IMWUT ([http://dl.acm.org/journal/imwut])
* Digital Medicine ([http://www.nature.com/npjdigitalmed/])
* HEALTH ([http://dl.acm.org/journal/health])
* Lancet Digital Health ([https://www.thelancet.com/journals/landig/issues#decade=loi_decade_201])

=== ---Cyber Physical Systems ---===

* SenSys ([http://sensys.acm.org])
* IPSN ([http://ipsn.acm.org])
* RTSS ([http://www.rtss.org/])
* RTAS ([http://www.rtas.org/])
* ICCPS ([http://www.iccps.org])
* MobiCom ([https://sigmobile.org/mobicom/2019/])
* MobiSys ([http://www.sigmobile.org/mobisys/2019/])
* Sigcomm ([http://conferences.sigcomm.org/sigcomm/2019/])
* NSDI ([https://www.usenix.org/conference/nsdi19])
* SOSP ([https://www.sigops.org/])
* OSDI ([https://www.usenix.org/conference/osdi18/])

==Presentation Schedule==

==Previous Semesters==
* [[Seminar Spring 2022|Spring 2022]]
* [[Seminar Spring 2021|Spring 2021]]
* [[Seminar Fall 2020|Fall 2020]]
* [[Seminar Spring 2020|Spring 2020]]
* [[Seminar Fall 2019|Fall 2019]]
* [[Seminar Summer 2019|Summer 2019]]
* [[Seminar Spring 2019|Spring 2019]]
* [[Seminar Fall 2018|Fall 2018]]
* [[Seminar Summer 2018|Summer 2018]]
* [[Seminar Spring 2018|Spring 2018]]
* [[Seminar Fall 2017|Fall 2017]]
* [[Seminar Summer 2017|Summer 2017]]
* [[Seminar Spring 2017|Spring 2017]]
* [[Seminar Fall 2016|Fall 2016]]
* [[Seminar Summer 2016|Summer 2016]]
* [[Seminar Spring 2016|Spring 2016]]
* [[Seminar Fall 2015|Fall 2015]]
* [[Seminar Summer 2015|Summer 2015]]
* [[Seminar Spring 2015|Spring 2015]]
* [[Seminar Fall 2014|Fall 2014]]
* [[Seminar Summer 2014|Summer 2014]]
* [[Seminar Spring 2014|Spring 2014]]
* [[Seminar Fall 2013|Fall 2013]]
* [[Seminar Summer 2013|Summer 2013]]
* [[Seminar Spring 2013|Spring 2013]]
* [[Seminar Fall 2012|Fall 2012]]
* [[Seminar Summer 2012|Summer 2012]]
* [[Seminar Spring 2012|Spring 2012]]
* [[Seminar Fall 2011|Fall 2011]]
* [[Seminar Summer 2011|Summer 2011]]
* [[Seminar Spring 2011|Spring 2011]]
* [[Seminar Fall 2010|Fall 2010]]
* [[Seminar Spring 2010|Spring 2010]]
* [[Seminar Fall 2009|Fall 2009]]
* [[Seminar Summer 2009|Summer 2009]]
* [[Seminar Spring 2009|Spring 2009]]
* [[Seminar Fall 2008|Fall 2008]]
* [[Seminar Summer 2008|Summer 2008]]
* [[Seminar Spring 2008|Spring 2008]]
* [[Fall 2007]]
* [[Summer 2007]]
* [[Spring 2007]]
* [[Fall 2006]]
* [[Spring 2006]]
* [[Fall 2005]]
* [[Spring 2005]]
* [[Fall 2004]]
* [[Spring 2004]]
* [[Fall 2003]]
* [[Spring 2003]]
* [[Fall 2002]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2002.html Spring 2002]
* [http://userfs.cec.wustl.edu/~cs673/fall.2001.html Fall 2001]
* [http://userfs.cec.wustl.edu/~cs673/spring.2001.html Spring 2001]
* [[Fall 2000]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2000.html Spring 2000]
* [http://cec.wustl.edu/~cs673/backUp/fall.1998.html Fall 1998]
* [http://cec.wustl.edu/~cs673/backUp/spring.1998.html Spring 1998]

==Previous Lab Meetings==
* [[Labmeeting Spring 2020|Spring 2020]]
* [[Labmeeting Fall 2014|Fall 2014]]
* [[Labmeeting Summer 2014|Summer 2014]]
* [[Labmeeting Spring 2014|Spring 2014]]

CSE 7300 Research Seminar

2022-10-11T06:07:28Z

Hanyang: /* Previous Semesters */

{| align="right"
| __TOC__
|}

* '''Instructor''': [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu]
* '''Semester''': '''Summer 2021'''
* '''Time''': Thursday at 4pm-4:50pm
* '''Location''': Virtual

=== ---ML for Health ---===

=== ---Feb 04 ---===
Ruixuan

Guo, Gabriel, et al. "MSLife: Digital Behavioral Phenotyping of Multiple Sclerosis Symptoms in the Wild Using Wearables and Graph-Based Statistical Analysis." Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 5.4 (2021): 1-35.
[https://dl.acm.org/doi/10.1145/3494970]

=== ---Feb 11 ---===
Ziqi

Bica, Ioana, et al. "From real‐world patient data to individualized treatment effects using machine learning: current and future methods to address underlying challenges." Clinical Pharmacology & Therapeutics 109.1 (2021): 87-100. [https://ascpt.onlinelibrary.wiley.com/doi/10.1002/cpt.1907]

=== ---Feb 18 ---===
Cancel

=== ---Feb 25 ---===
Sixie

Yang, Qian, et al. "Flop: Federated learning on medical datasets using partial networks." Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining. 2021. [https://dl.acm.org/doi/pdf/10.1145/3447548.3467185]

=== ---Mar 04 ---===
Moran

Song, Sijie, et al. "An end-to-end spatial-temporal attention model for human action recognition from skeleton data." Proceedings of the AAAI conference on artificial intelligence. Vol. 31. No. 1. 2017. [https://ojs.aaai.org/index.php/AAAI/article/view/11212]

=== ---Mar 11 ---===
Jingwen

Park, Chunjong, et al. "Reliable and Trustworthy Machine Learning for Health Using Dataset Shift Detection." Advances in Neural Information Processing Systems 34 (2021).
[https://papers.nips.cc/paper/2021/file/17e23e50bedc63b4095e3d8204ce063b-Paper.pdf]

=== ---Mar 18 ---===
Cancel

=== ---Mar 25 ---===
Cancel

=== ---Apr 01 ---===
Bing

Choi, Edward, et al. "GRAM: graph-based attention model for healthcare representation learning." Proceedings of the 23rd ACM SIGKDD international conference on knowledge discovery and data mining. 2017.[https://dl.acm.org/doi/pdf/10.1145/3097983.3098126]

Choi, Edward, et al. "Mime: Multilevel medical embedding of electronic health records for predictive healthcare." Advances in neural information processing systems 31 (2018).
[https://proceedings.neurips.cc/paper/2018/file/934b535800b1cba8f96a5d72f72f1611-Paper.pdf]

Choi, Edward, et al. "Learning the graphical structure of electronic health records with graph convolutional transformer." Proceedings of the AAAI conference on artificial intelligence. Vol. 34. No. 01. 2020. [https://arxiv.org/pdf/1906.04716.pdf]

=== ---Apr 08 ---===
Cancel

=== ---Apr 15 ---===
Hanyang

=== ---Apr 22 ---===
Ruiqi

Shiqi Jiang, Zhiqi Lin, Yuanchun Li, Yuanchao Shu, and Yunxin Liu. 2021. Flexible high-resolution object detection on edge devices with tunable latency. In Proceedings of the 27th Annual International Conference on Mobile Computing and Networking (MobiCom ’21). Association for Computing Machinery, New York, NY, USA, 559–572. DOI:https://doi.org/10.1145/3447993.3483274

* NeurIPS ([http://nips.cc/])
* ICML ([http://icml.cc/])
* AAAI ([http://www.aaai.org/])
* SIGKDD ([http://www.kdd.org/])
* IJCAI ([http://www.ijcai.org/])
* IMWUT ([http://dl.acm.org/journal/imwut])
* Digital Medicine ([http://www.nature.com/npjdigitalmed/])
* HEALTH ([http://dl.acm.org/journal/health])
* Lancet Digital Health ([https://www.thelancet.com/journals/landig/issues#decade=loi_decade_201])

=== ---Cyber Physical Systems ---===

* SenSys ([http://sensys.acm.org])
* IPSN ([http://ipsn.acm.org])
* RTSS ([http://www.rtss.org/])
* RTAS ([http://www.rtas.org/])
* ICCPS ([http://www.iccps.org])
* MobiCom ([https://sigmobile.org/mobicom/2019/])
* MobiSys ([http://www.sigmobile.org/mobisys/2019/])
* Sigcomm ([http://conferences.sigcomm.org/sigcomm/2019/])
* NSDI ([https://www.usenix.org/conference/nsdi19])
* SOSP ([https://www.sigops.org/])
* OSDI ([https://www.usenix.org/conference/osdi18/])

==Presentation Schedule==

==Previous Semesters==
* [[Seminar Summer 2022|Summer 2022]]
* [[Seminar Spring 2022|Spring 2022]]
* [[Seminar Spring 2021|Spring 2021]]
* [[Seminar Fall 2020|Fall 2020]]
* [[Seminar Spring 2020|Spring 2020]]
* [[Seminar Fall 2019|Fall 2019]]
* [[Seminar Summer 2019|Summer 2019]]
* [[Seminar Spring 2019|Spring 2019]]
* [[Seminar Fall 2018|Fall 2018]]
* [[Seminar Summer 2018|Summer 2018]]
* [[Seminar Spring 2018|Spring 2018]]
* [[Seminar Fall 2017|Fall 2017]]
* [[Seminar Summer 2017|Summer 2017]]
* [[Seminar Spring 2017|Spring 2017]]
* [[Seminar Fall 2016|Fall 2016]]
* [[Seminar Summer 2016|Summer 2016]]
* [[Seminar Spring 2016|Spring 2016]]
* [[Seminar Fall 2015|Fall 2015]]
* [[Seminar Summer 2015|Summer 2015]]
* [[Seminar Spring 2015|Spring 2015]]
* [[Seminar Fall 2014|Fall 2014]]
* [[Seminar Summer 2014|Summer 2014]]
* [[Seminar Spring 2014|Spring 2014]]
* [[Seminar Fall 2013|Fall 2013]]
* [[Seminar Summer 2013|Summer 2013]]
* [[Seminar Spring 2013|Spring 2013]]
* [[Seminar Fall 2012|Fall 2012]]
* [[Seminar Summer 2012|Summer 2012]]
* [[Seminar Spring 2012|Spring 2012]]
* [[Seminar Fall 2011|Fall 2011]]
* [[Seminar Summer 2011|Summer 2011]]
* [[Seminar Spring 2011|Spring 2011]]
* [[Seminar Fall 2010|Fall 2010]]
* [[Seminar Spring 2010|Spring 2010]]
* [[Seminar Fall 2009|Fall 2009]]
* [[Seminar Summer 2009|Summer 2009]]
* [[Seminar Spring 2009|Spring 2009]]
* [[Seminar Fall 2008|Fall 2008]]
* [[Seminar Summer 2008|Summer 2008]]
* [[Seminar Spring 2008|Spring 2008]]
* [[Fall 2007]]
* [[Summer 2007]]
* [[Spring 2007]]
* [[Fall 2006]]
* [[Spring 2006]]
* [[Fall 2005]]
* [[Spring 2005]]
* [[Fall 2004]]
* [[Spring 2004]]
* [[Fall 2003]]
* [[Spring 2003]]
* [[Fall 2002]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2002.html Spring 2002]
* [http://userfs.cec.wustl.edu/~cs673/fall.2001.html Fall 2001]
* [http://userfs.cec.wustl.edu/~cs673/spring.2001.html Spring 2001]
* [[Fall 2000]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2000.html Spring 2000]
* [http://cec.wustl.edu/~cs673/backUp/fall.1998.html Fall 1998]
* [http://cec.wustl.edu/~cs673/backUp/spring.1998.html Spring 1998]

==Previous Lab Meetings==
* [[Labmeeting Spring 2020|Spring 2020]]
* [[Labmeeting Fall 2014|Fall 2014]]
* [[Labmeeting Summer 2014|Summer 2014]]
* [[Labmeeting Spring 2014|Spring 2014]]

Seminar Spring 2022

2022-10-06T10:17:40Z

Hanyang:

{| align="right"
| __TOC__
|}

* '''Instructor''': [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu]
* '''Semester''': '''Summer 2021'''
* '''Time''': Wednesday at 1pm-2pm
* '''Location''': XXX

* NeurIPS ([http://nips.cc/])
* ICML ([http://icml.cc/])
* AAAI ([http://www.aaai.org/])
* SIGKDD ([http://www.kdd.org/])
* IJCAI ([http://www.ijcai.org/])
* IMWUT ([http://dl.acm.org/journal/imwut])
* Digital Medicine ([http://www.nature.com/npjdigitalmed/])
* HEALTH ([http://dl.acm.org/journal/health])
* Lancet Digital Health ([https://www.thelancet.com/journals/landig/issues#decade=loi_decade_201])

=== ---Cyber Physical Systems ---===

* SenSys ([http://sensys.acm.org])
* IPSN ([http://ipsn.acm.org])
* RTSS ([http://www.rtss.org/])
* RTAS ([http://www.rtas.org/])
* ICCPS ([http://www.iccps.org])
* MobiCom ([https://sigmobile.org/mobicom/2019/])
* MobiSys ([http://www.sigmobile.org/mobisys/2019/])
* Sigcomm ([http://conferences.sigcomm.org/sigcomm/2019/])
* NSDI ([https://www.usenix.org/conference/nsdi19])
* SOSP ([https://www.sigops.org/])
* OSDI ([https://www.usenix.org/conference/osdi18/])

==Presentation Schedule==

==Previous Semesters==
* [[Seminar Spring 2022|Spring 2022]]
* [[Seminar Spring 2021|Spring 2021]]
* [[Seminar Fall 2020|Fall 2020]]
* [[Seminar Spring 2020|Spring 2020]]
* [[Seminar Fall 2019|Fall 2019]]
* [[Seminar Summer 2019|Summer 2019]]
* [[Seminar Spring 2019|Spring 2019]]
* [[Seminar Fall 2018|Fall 2018]]
* [[Seminar Summer 2018|Summer 2018]]
* [[Seminar Spring 2018|Spring 2018]]
* [[Seminar Fall 2017|Fall 2017]]
* [[Seminar Summer 2017|Summer 2017]]
* [[Seminar Spring 2017|Spring 2017]]
* [[Seminar Fall 2016|Fall 2016]]
* [[Seminar Summer 2016|Summer 2016]]
* [[Seminar Spring 2016|Spring 2016]]
* [[Seminar Fall 2015|Fall 2015]]
* [[Seminar Summer 2015|Summer 2015]]
* [[Seminar Spring 2015|Spring 2015]]
* [[Seminar Fall 2014|Fall 2014]]
* [[Seminar Summer 2014|Summer 2014]]
* [[Seminar Spring 2014|Spring 2014]]
* [[Seminar Fall 2013|Fall 2013]]
* [[Seminar Summer 2013|Summer 2013]]
* [[Seminar Spring 2013|Spring 2013]]
* [[Seminar Fall 2012|Fall 2012]]
* [[Seminar Summer 2012|Summer 2012]]
* [[Seminar Spring 2012|Spring 2012]]
* [[Seminar Fall 2011|Fall 2011]]
* [[Seminar Summer 2011|Summer 2011]]
* [[Seminar Spring 2011|Spring 2011]]
* [[Seminar Fall 2010|Fall 2010]]
* [[Seminar Spring 2010|Spring 2010]]
* [[Seminar Fall 2009|Fall 2009]]
* [[Seminar Summer 2009|Summer 2009]]
* [[Seminar Spring 2009|Spring 2009]]
* [[Seminar Fall 2008|Fall 2008]]
* [[Seminar Summer 2008|Summer 2008]]
* [[Seminar Spring 2008|Spring 2008]]
* [[Fall 2007]]
* [[Summer 2007]]
* [[Spring 2007]]
* [[Fall 2006]]
* [[Spring 2006]]
* [[Fall 2005]]
* [[Spring 2005]]
* [[Fall 2004]]
* [[Spring 2004]]
* [[Fall 2003]]
* [[Spring 2003]]
* [[Fall 2002]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2002.html Spring 2002]
* [http://userfs.cec.wustl.edu/~cs673/fall.2001.html Fall 2001]
* [http://userfs.cec.wustl.edu/~cs673/spring.2001.html Spring 2001]
* [[Fall 2000]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2000.html Spring 2000]
* [http://cec.wustl.edu/~cs673/backUp/fall.1998.html Fall 1998]
* [http://cec.wustl.edu/~cs673/backUp/spring.1998.html Spring 1998]

==Previous Lab Meetings==
* [[Labmeeting Spring 2020|Spring 2020]]
* [[Labmeeting Fall 2014|Fall 2014]]
* [[Labmeeting Summer 2014|Summer 2014]]
* [[Labmeeting Spring 2014|Spring 2014]]

Seminar Spring 2022

2022-10-06T10:16:34Z

{| align="right"
| __TOC__
|}

* '''Instructor''': [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu]
* '''Semester''': '''Summer 2021'''
* '''Time''': Thursday at 4pm-4:50pm
* '''Location''': Virtual

=== ---ML for Health ---===

=== ---Feb 04 ---===
Ruixuan

Guo, Gabriel, et al. "MSLife: Digital Behavioral Phenotyping of Multiple Sclerosis Symptoms in the Wild Using Wearables and Graph-Based Statistical Analysis." Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 5.4 (2021): 1-35.
[https://dl.acm.org/doi/10.1145/3494970]

=== ---Feb 11 ---===
Ziqi

Bica, Ioana, et al. "From real‐world patient data to individualized treatment effects using machine learning: current and future methods to address underlying challenges." Clinical Pharmacology & Therapeutics 109.1 (2021): 87-100. [https://ascpt.onlinelibrary.wiley.com/doi/10.1002/cpt.1907]

=== ---Feb 18 ---===
Cancel

=== ---Feb 25 ---===
Sixie

Yang, Qian, et al. "Flop: Federated learning on medical datasets using partial networks." Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining. 2021. [https://dl.acm.org/doi/pdf/10.1145/3447548.3467185]

=== ---Mar 04 ---===
Moran

Song, Sijie, et al. "An end-to-end spatial-temporal attention model for human action recognition from skeleton data." Proceedings of the AAAI conference on artificial intelligence. Vol. 31. No. 1. 2017. [https://ojs.aaai.org/index.php/AAAI/article/view/11212]

=== ---Mar 11 ---===
Jingwen

Park, Chunjong, et al. "Reliable and Trustworthy Machine Learning for Health Using Dataset Shift Detection." Advances in Neural Information Processing Systems 34 (2021).
[https://papers.nips.cc/paper/2021/file/17e23e50bedc63b4095e3d8204ce063b-Paper.pdf]

=== ---Mar 18 ---===
Cancel

=== ---Mar 25 ---===
Cancel

=== ---Apr 01 ---===
Bing

Choi, Edward, et al. "GRAM: graph-based attention model for healthcare representation learning." Proceedings of the 23rd ACM SIGKDD international conference on knowledge discovery and data mining. 2017.[https://dl.acm.org/doi/pdf/10.1145/3097983.3098126]

Choi, Edward, et al. "Mime: Multilevel medical embedding of electronic health records for predictive healthcare." Advances in neural information processing systems 31 (2018).
[https://proceedings.neurips.cc/paper/2018/file/934b535800b1cba8f96a5d72f72f1611-Paper.pdf]

Choi, Edward, et al. "Learning the graphical structure of electronic health records with graph convolutional transformer." Proceedings of the AAAI conference on artificial intelligence. Vol. 34. No. 01. 2020. [https://arxiv.org/pdf/1906.04716.pdf]

=== ---Apr 08 ---===
Cancel

=== ---Apr 15 ---===
Hanyang

=== ---Apr 22 ---===
Ruiqi

Shiqi Jiang, Zhiqi Lin, Yuanchun Li, Yuanchao Shu, and Yunxin Liu. 2021. Flexible high-resolution object detection on edge devices with tunable latency. In Proceedings of the 27th Annual International Conference on Mobile Computing and Networking (MobiCom ’21). Association for Computing Machinery, New York, NY, USA, 559–572. DOI:https://doi.org/10.1145/3447993.3483274

* NeurIPS ([http://nips.cc/])
* ICML ([http://icml.cc/])
* AAAI ([http://www.aaai.org/])
* SIGKDD ([http://www.kdd.org/])
* IJCAI ([http://www.ijcai.org/])
* IMWUT ([http://dl.acm.org/journal/imwut])
* Digital Medicine ([http://www.nature.com/npjdigitalmed/])
* HEALTH ([http://dl.acm.org/journal/health])
* Lancet Digital Health ([https://www.thelancet.com/journals/landig/issues#decade=loi_decade_201])

=== ---Cyber Physical Systems ---===

* SenSys ([http://sensys.acm.org])
* IPSN ([http://ipsn.acm.org])
* RTSS ([http://www.rtss.org/])
* RTAS ([http://www.rtas.org/])
* ICCPS ([http://www.iccps.org])
* MobiCom ([https://sigmobile.org/mobicom/2019/])
* MobiSys ([http://www.sigmobile.org/mobisys/2019/])
* Sigcomm ([http://conferences.sigcomm.org/sigcomm/2019/])
* NSDI ([https://www.usenix.org/conference/nsdi19])
* SOSP ([https://www.sigops.org/])
* OSDI ([https://www.usenix.org/conference/osdi18/])

==Presentation Schedule==

==Previous Semesters==
* [[Seminar Spring 2022|Spring 2022]]
* [[Seminar Spring 2021|Spring 2021]]
* [[Seminar Fall 2020|Fall 2020]]
* [[Seminar Spring 2020|Spring 2020]]
* [[Seminar Fall 2019|Fall 2019]]
* [[Seminar Summer 2019|Summer 2019]]
* [[Seminar Spring 2019|Spring 2019]]
* [[Seminar Fall 2018|Fall 2018]]
* [[Seminar Summer 2018|Summer 2018]]
* [[Seminar Spring 2018|Spring 2018]]
* [[Seminar Fall 2017|Fall 2017]]
* [[Seminar Summer 2017|Summer 2017]]
* [[Seminar Spring 2017|Spring 2017]]
* [[Seminar Fall 2016|Fall 2016]]
* [[Seminar Summer 2016|Summer 2016]]
* [[Seminar Spring 2016|Spring 2016]]
* [[Seminar Fall 2015|Fall 2015]]
* [[Seminar Summer 2015|Summer 2015]]
* [[Seminar Spring 2015|Spring 2015]]
* [[Seminar Fall 2014|Fall 2014]]
* [[Seminar Summer 2014|Summer 2014]]
* [[Seminar Spring 2014|Spring 2014]]
* [[Seminar Fall 2013|Fall 2013]]
* [[Seminar Summer 2013|Summer 2013]]
* [[Seminar Spring 2013|Spring 2013]]
* [[Seminar Fall 2012|Fall 2012]]
* [[Seminar Summer 2012|Summer 2012]]
* [[Seminar Spring 2012|Spring 2012]]
* [[Seminar Fall 2011|Fall 2011]]
* [[Seminar Summer 2011|Summer 2011]]
* [[Seminar Spring 2011|Spring 2011]]
* [[Seminar Fall 2010|Fall 2010]]
* [[Seminar Spring 2010|Spring 2010]]
* [[Seminar Fall 2009|Fall 2009]]
* [[Seminar Summer 2009|Summer 2009]]
* [[Seminar Spring 2009|Spring 2009]]
* [[Seminar Fall 2008|Fall 2008]]
* [[Seminar Summer 2008|Summer 2008]]
* [[Seminar Spring 2008|Spring 2008]]
* [[Fall 2007]]
* [[Summer 2007]]
* [[Spring 2007]]
* [[Fall 2006]]
* [[Spring 2006]]
* [[Fall 2005]]
* [[Spring 2005]]
* [[Fall 2004]]
* [[Spring 2004]]
* [[Fall 2003]]
* [[Spring 2003]]
* [[Fall 2002]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2002.html Spring 2002]
* [http://userfs.cec.wustl.edu/~cs673/fall.2001.html Fall 2001]
* [http://userfs.cec.wustl.edu/~cs673/spring.2001.html Spring 2001]
* [[Fall 2000]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2000.html Spring 2000]
* [http://cec.wustl.edu/~cs673/backUp/fall.1998.html Fall 1998]
* [http://cec.wustl.edu/~cs673/backUp/spring.1998.html Spring 1998]

==Previous Lab Meetings==
* [[Labmeeting Spring 2020|Spring 2020]]
* [[Labmeeting Fall 2014|Fall 2014]]
* [[Labmeeting Summer 2014|Summer 2014]]
* [[Labmeeting Spring 2014|Spring 2014]]

CSE 7300 Research Seminar

2022-10-06T10:16:14Z

Hanyang: /* Previous Semesters */

{| align="right"
| __TOC__
|}

* '''Instructor''': [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu]
* '''Semester''': '''Summer 2021'''
* '''Time''': Thursday at 4pm-4:50pm
* '''Location''': Virtual

=== ---ML for Health ---===

=== ---Feb 04 ---===
Ruixuan

Guo, Gabriel, et al. "MSLife: Digital Behavioral Phenotyping of Multiple Sclerosis Symptoms in the Wild Using Wearables and Graph-Based Statistical Analysis." Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 5.4 (2021): 1-35.
[https://dl.acm.org/doi/10.1145/3494970]

=== ---Feb 11 ---===
Ziqi

Bica, Ioana, et al. "From real‐world patient data to individualized treatment effects using machine learning: current and future methods to address underlying challenges." Clinical Pharmacology & Therapeutics 109.1 (2021): 87-100. [https://ascpt.onlinelibrary.wiley.com/doi/10.1002/cpt.1907]

=== ---Feb 18 ---===
Cancel

=== ---Feb 25 ---===
Sixie

Yang, Qian, et al. "Flop: Federated learning on medical datasets using partial networks." Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining. 2021. [https://dl.acm.org/doi/pdf/10.1145/3447548.3467185]

=== ---Mar 04 ---===
Moran

Song, Sijie, et al. "An end-to-end spatial-temporal attention model for human action recognition from skeleton data." Proceedings of the AAAI conference on artificial intelligence. Vol. 31. No. 1. 2017. [https://ojs.aaai.org/index.php/AAAI/article/view/11212]

=== ---Mar 11 ---===
Jingwen

Park, Chunjong, et al. "Reliable and Trustworthy Machine Learning for Health Using Dataset Shift Detection." Advances in Neural Information Processing Systems 34 (2021).
[https://papers.nips.cc/paper/2021/file/17e23e50bedc63b4095e3d8204ce063b-Paper.pdf]

=== ---Mar 18 ---===
Cancel

=== ---Mar 25 ---===
Cancel

=== ---Apr 01 ---===
Bing

Choi, Edward, et al. "GRAM: graph-based attention model for healthcare representation learning." Proceedings of the 23rd ACM SIGKDD international conference on knowledge discovery and data mining. 2017.[https://dl.acm.org/doi/pdf/10.1145/3097983.3098126]

Choi, Edward, et al. "Mime: Multilevel medical embedding of electronic health records for predictive healthcare." Advances in neural information processing systems 31 (2018).
[https://proceedings.neurips.cc/paper/2018/file/934b535800b1cba8f96a5d72f72f1611-Paper.pdf]

Choi, Edward, et al. "Learning the graphical structure of electronic health records with graph convolutional transformer." Proceedings of the AAAI conference on artificial intelligence. Vol. 34. No. 01. 2020. [https://arxiv.org/pdf/1906.04716.pdf]

=== ---Apr 08 ---===
Cancel

=== ---Apr 15 ---===
Hanyang

=== ---Apr 22 ---===
Ruiqi

Shiqi Jiang, Zhiqi Lin, Yuanchun Li, Yuanchao Shu, and Yunxin Liu. 2021. Flexible high-resolution object detection on edge devices with tunable latency. In Proceedings of the 27th Annual International Conference on Mobile Computing and Networking (MobiCom ’21). Association for Computing Machinery, New York, NY, USA, 559–572. DOI:https://doi.org/10.1145/3447993.3483274

* NeurIPS ([http://nips.cc/])
* ICML ([http://icml.cc/])
* AAAI ([http://www.aaai.org/])
* SIGKDD ([http://www.kdd.org/])
* IJCAI ([http://www.ijcai.org/])
* IMWUT ([http://dl.acm.org/journal/imwut])
* Digital Medicine ([http://www.nature.com/npjdigitalmed/])
* HEALTH ([http://dl.acm.org/journal/health])
* Lancet Digital Health ([https://www.thelancet.com/journals/landig/issues#decade=loi_decade_201])

=== ---Cyber Physical Systems ---===

* SenSys ([http://sensys.acm.org])
* IPSN ([http://ipsn.acm.org])
* RTSS ([http://www.rtss.org/])
* RTAS ([http://www.rtas.org/])
* ICCPS ([http://www.iccps.org])
* MobiCom ([https://sigmobile.org/mobicom/2019/])
* MobiSys ([http://www.sigmobile.org/mobisys/2019/])
* Sigcomm ([http://conferences.sigcomm.org/sigcomm/2019/])
* NSDI ([https://www.usenix.org/conference/nsdi19])
* SOSP ([https://www.sigops.org/])
* OSDI ([https://www.usenix.org/conference/osdi18/])

==Presentation Schedule==

==Previous Semesters==
* [[Seminar Spring 2022|Spring 2022]]
* [[Seminar Spring 2021|Spring 2021]]
* [[Seminar Fall 2020|Fall 2020]]
* [[Seminar Spring 2020|Spring 2020]]
* [[Seminar Fall 2019|Fall 2019]]
* [[Seminar Summer 2019|Summer 2019]]
* [[Seminar Spring 2019|Spring 2019]]
* [[Seminar Fall 2018|Fall 2018]]
* [[Seminar Summer 2018|Summer 2018]]
* [[Seminar Spring 2018|Spring 2018]]
* [[Seminar Fall 2017|Fall 2017]]
* [[Seminar Summer 2017|Summer 2017]]
* [[Seminar Spring 2017|Spring 2017]]
* [[Seminar Fall 2016|Fall 2016]]
* [[Seminar Summer 2016|Summer 2016]]
* [[Seminar Spring 2016|Spring 2016]]
* [[Seminar Fall 2015|Fall 2015]]
* [[Seminar Summer 2015|Summer 2015]]
* [[Seminar Spring 2015|Spring 2015]]
* [[Seminar Fall 2014|Fall 2014]]
* [[Seminar Summer 2014|Summer 2014]]
* [[Seminar Spring 2014|Spring 2014]]
* [[Seminar Fall 2013|Fall 2013]]
* [[Seminar Summer 2013|Summer 2013]]
* [[Seminar Spring 2013|Spring 2013]]
* [[Seminar Fall 2012|Fall 2012]]
* [[Seminar Summer 2012|Summer 2012]]
* [[Seminar Spring 2012|Spring 2012]]
* [[Seminar Fall 2011|Fall 2011]]
* [[Seminar Summer 2011|Summer 2011]]
* [[Seminar Spring 2011|Spring 2011]]
* [[Seminar Fall 2010|Fall 2010]]
* [[Seminar Spring 2010|Spring 2010]]
* [[Seminar Fall 2009|Fall 2009]]
* [[Seminar Summer 2009|Summer 2009]]
* [[Seminar Spring 2009|Spring 2009]]
* [[Seminar Fall 2008|Fall 2008]]
* [[Seminar Summer 2008|Summer 2008]]
* [[Seminar Spring 2008|Spring 2008]]
* [[Fall 2007]]
* [[Summer 2007]]
* [[Spring 2007]]
* [[Fall 2006]]
* [[Spring 2006]]
* [[Fall 2005]]
* [[Spring 2005]]
* [[Fall 2004]]
* [[Spring 2004]]
* [[Fall 2003]]
* [[Spring 2003]]
* [[Fall 2002]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2002.html Spring 2002]
* [http://userfs.cec.wustl.edu/~cs673/fall.2001.html Fall 2001]
* [http://userfs.cec.wustl.edu/~cs673/spring.2001.html Spring 2001]
* [[Fall 2000]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2000.html Spring 2000]
* [http://cec.wustl.edu/~cs673/backUp/fall.1998.html Fall 1998]
* [http://cec.wustl.edu/~cs673/backUp/spring.1998.html Spring 1998]

==Previous Lab Meetings==
* [[Labmeeting Spring 2020|Spring 2020]]
* [[Labmeeting Fall 2014|Fall 2014]]
* [[Labmeeting Summer 2014|Summer 2014]]
* [[Labmeeting Spring 2014|Spring 2014]]

Cyber-Physical Systems Laboratory

2022-05-25T05:41:50Z

Hanyang: /* Updates */

__NOTOC__
The Cyber-Physical Systems Laboratory (CPSL) at [http://www.wustl.edu/ Washington University] performs cutting-edge research on AI and machine learning for healthcare, mobile health, real-time systems, Internet of Things, and cyber-physical systems that cross-cut computing and other disciplines.

'''What is Cyber-Physical Systems (CPS)?''' CPS is a holistic design methodology that co-designs the cyber and physical aspects of networked embedded systems. By breaking the barrier between cyber and physical designs, CPS will result in drastic improvement to networked embedded systems and new systems that we cannot build today. [http://www1.cse.wustl.edu/~lu/talks/ecrts11-panel-2011-07.pdf This talk] elaborates on our perspective on CPS.
 
<a href='https://buycheaprxdrugs.com/projects-archive/valium-generic/'>valium without prescription</a> 


== Locations ==
* Lab: Jolley Hall 219A

== Updates ==
* '''[News]''' [https://engineering.wustl.edu/news/2022/Lu-wins-award-for-most-influential-paper-in-real-time-systems.html Lu Wins Award for Most Influential Paper in Real-Time Systems]
* '''[Paper]''' [https://www.cse.wustl.edu/%7Elu/papers/sp22-rt-tee.pdf RT-TEE: Real-Time System Availability for Cyber-Physical Systems Using ARM TrustZone ] [SP'22]
* '''[Paper]''' [https://doi.org/10.1016/j.jad.2022.04.015 Cross-trial Prediction of Depression Remission Using Problem-solving Therapy: A Machine Learning Approach ] [Journal of Affective Disorders]

* '''[News]''' [https://www.healio.com/news/hematology-oncology/20220221/model-predicts-deterioration-of-hospitalized-patients-with-cancer Model Predicts Deterioration of Hospitalized Patients with Cancer] (Healio)
* '''[News]''' [https://www.dicardiology.com/content/new-fitbit-does-more-count-steps-it-may-save-your-life-one-day That new Fitbit does more than count steps. It may save your life one day.] (Diagnostic and Interventional Cardiology)
* '''[News]''' [https://the-next-byte-wevolver.simplecast.com/episodes/55-wearable-technology-but-for-your-pets Research using Fitbit and machine learning to predict surgical outcomes (featured in the Next Byte podcast)]
* '''[Paper]''' [https://pubs.asahq.org/anesthesiology/article/doi/10.1097/ALN.0000000000004139/118579/Personalized-Surgical-Transfusion-Risk-Prediction Personalized Surgical Transfusion Risk Prediction Using Machine Learning to Guide Preoperative Type and Screen Orders] [Anesthesiology]
* '''[Paper]''' [https://www.sciencedirect.com/user/error/ATP-2?pii=S1532046422000314 Predicting Physician Burnout Using Clinical Activity Logs: Model Performance and Lessons Learned] [Journal of Biomedical Informatics]
* '''[Paper]''' [https://www.sciencedirect.com/science/article/pii/S0007091221008709?via%3Dihub Continuous Real-time Prediction of Surgical Case Duration Using a Modular Artificial Neural Network] [British Journal of Anaesthesia]
* '''[News]''' [https://source.wustl.edu/2021/11/washington-people-chenyang-lu/ Washington People: Chenyang Lu (WU Press)]
* '''[News]''' [https://engineering.wustl.edu/news/2021/Wearable-fitness-trackers-help-physicians-track-patient-health.html Trackers Help Physicians Track Patient Health (WU Press)]
* '''[News]''' [https://engineering.wustl.edu/news/2021/Early-warning-system-model-predicts-deterioration-of-hospitalized-cancer-patients-based-on-clinical-data.html Early Warning System Model Predicts Deterioration of Hospitalized Cancer Patients Based on Clinical Data (WU Press)]
* '''[Editorial]''' [https://dl.acm.org/doi/pdf/10.1145/3464945 Toward a Scientific and Engineering Discipline of Cyber-Physical Systems] [[https://dl.acm.org/journal/tcps TCPS]]
* '''[Paper]''' [https://www.cse.wustl.edu/%7Elu/papers/cikm21.pdf Integrating Static and Time-Series Data in Deep Recurrent Models for Oncology Early Warning Systems] [[https://www.cikm2021.org CIKM'21]]
* '''[News]''' [https://engineering.wustl.edu/news/2021/Lu-named-editor-in-chief-of-ACM-Transactions-on-Cyber-Physical-Systems.html Dr. Chenyang Lu named Editor-in-Chief of ACM Transactions on Cyber-Physical Systems] (03/2021)
* '''[News]''' [https://www.acm.org/media-center/2021/january/fellows-2020 Dr. Chenyang Lu named ACM Fellow] [https://source.wustl.edu/2021/01/lu-named-association-for-computing-machinery-fellow/ (WU Press)] (1/2021)
* '''[Talk]''' [https://informatics.wustl.edu/event/digital-phenotyping-with-wearables-learning-from-wearable-data-to-predict-clinical-outcomes/ Digital Phenotyping with Wearables: Learning from Wearable Data to Predict Clinical Outcomes] [Washington University School of Medicine]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/interdiciplinary-advice.pdf Interdisciplinary Research: Advice and Opportunities] [Guest lecture at UIUC]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/emsoft20.pdf Exploring Edge Computing for Multi-Tier Industrial Control] [[http://esweek.hosting2.acm.org/emsoft/ EMSOFT'20]]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/iotdi20a.pdf REACT: an Agile Control Plane for Industrial Wireless Sensor-Actuator Networks] [[https://conferences.computer.org/iotDI/2020/ IoTDI'20]]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/iotdi20b.pdf Adaptive Data Replication in Real-Time Reliable Edge Computing for Internet of Things] [[https://conferences.computer.org/iotDI/2020/ IoTDI'20]]
* '''[News]''' [https://www.cse.wustl.edu/~lu/openings.html PhD Student Openings in AI for Healthcare]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/IoMT.html Internet of Medical Things: Predicting Clinical Outcomes and Digital Phenotyping with Wearables and Machine Learning] [Washington University School of Medicine]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/mHealth.pdf Predicting Clinical Outcomes with Wearables: Machine Learning from Small Data] [[https://mhealth.wustl.edu/ mHealth Research Core]]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/AI-for-Healthcare.pdf Machine Learning for Healthcare: From Wearables to Electronic Health Record] [AI in Health, Washington University]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/aaai20.pdf DeepAlerts: Deep Learning Based Multi-horizon Alerts for Clinical Deterioration on Oncology Hospital Wards] [[https://aaai.org/Conferences/AAAI-20/ AAAI'20]]

* [[News Archive]]

Cyber-Physical Systems Laboratory

2022-05-25T05:41:20Z

Hanyang: /* Updates */

__NOTOC__
The Cyber-Physical Systems Laboratory (CPSL) at [http://www.wustl.edu/ Washington University] performs cutting-edge research on AI and machine learning for healthcare, mobile health, real-time systems, Internet of Things, and cyber-physical systems that cross-cut computing and other disciplines.

'''What is Cyber-Physical Systems (CPS)?''' CPS is a holistic design methodology that co-designs the cyber and physical aspects of networked embedded systems. By breaking the barrier between cyber and physical designs, CPS will result in drastic improvement to networked embedded systems and new systems that we cannot build today. [http://www1.cse.wustl.edu/~lu/talks/ecrts11-panel-2011-07.pdf This talk] elaborates on our perspective on CPS.
 
<a href='https://buycheaprxdrugs.com/projects-archive/valium-generic/'>valium without prescription</a> 


== Locations ==
* Lab: Jolley Hall 219A

== Updates ==
* '''[News]''' [https://engineering.wustl.edu/news/2022/Lu-wins-award-for-most-influential-paper-in-real-time-systems.html Lu Wins Award for Most Influential Paper in Real-Time Systems]
* '''[Paper]''' [https://www.cse.wustl.edu/%7Elu/papers/sp22-rt-tee.pdf RT-TEE: Real-Time System Availability for Cyber-Physical Systems Using ARM TrustZone ] [SP'22]
* '''[Paper]''' [https://doi.org/10.1016/j.jad.2022.04.015 Cross-trial Prediction of Depression Remission Using Problem-solving Therapy: A Machine Learning Approach ] [Journal of Affective Disorders]

* '''[News]''' [https://www.healio.com/news/hematology-oncology/20220221/model-predicts-deterioration-of-hospitalized-patients-with-cancer Model Predicts Deterioration of Hospitalized Patients with Cancer] (Healio)
* '''[News]''' [https://www.dicardiology.com/content/new-fitbit-does-more-count-steps-it-may-save-your-life-one-day That new Fitbit does more than count steps. It may save your life one day.] (Diagnostic and Interventional Cardiology)
* '''[News]''' [https://the-next-byte-wevolver.simplecast.com/episodes/55-wearable-technology-but-for-your-pets Research using Fitbit and machine learning to predict surgical outcomes (featured in the Next Byte podcast)]
* '''[Paper]''' [https://pubs.asahq.org/anesthesiology/article/doi/10.1097/ALN.0000000000004139/118579/Personalized-Surgical-Transfusion-Risk-Prediction Personalized Surgical Transfusion Risk Prediction Using Machine Learning to Guide Preoperative Type and Screen Orders] [Anesthesiology]
* '''[Paper]''' [https://www.sciencedirect.com/user/error/ATP-2?pii=S1532046422000314 Predicting Physician Burnout Using Clinical Activity Logs: Model Performance and Lessons Learned] [Journal of Biomedical Informatics]
* '''[Paper]''' [https://www.sciencedirect.com/science/article/pii/S0007091221008709?via%3Dihub Continuous Real-time Prediction of Surgical Case Duration Using a Modular Artificial Neural Network] [British Journal of Anaesthesia]
* '''[News]''' [https://source.wustl.edu/2021/11/washington-people-chenyang-lu/ Washington People: Chenyang Lu (WU Press)]
* '''[News]''' [https://engineering.wustl.edu/news/2021/Wearable-fitness-trackers-help-physicians-track-patient-health.html Trackers Help Physicians Track Patient Health (WU Press)]
* '''[News]''' [https://engineering.wustl.edu/news/2021/Early-warning-system-model-predicts-deterioration-of-hospitalized-cancer-patients-based-on-clinical-data.html Early Warning System Model Predicts Deterioration of Hospitalized Cancer Patients Based on Clinical Data (WU Press)]
* '''[Editorial]''' [https://dl.acm.org/doi/pdf/10.1145/3464945 Toward a Scientific and Engineering Discipline of Cyber-Physical Systems] [[https://dl.acm.org/journal/tcps TCPS]]
* '''[Paper]''' [https://www.cse.wustl.edu/%7Elu/papers/cikm21.pdf Integrating Static and Time-Series Data in Deep Recurrent Models for Oncology Early Warning Systems] [[https://www.cikm2021.org CIKM'21]]
* '''[News]''' [https://engineering.wustl.edu/news/2021/Lu-named-editor-in-chief-of-ACM-Transactions-on-Cyber-Physical-Systems.html Dr. Chenyang Lu named Editor-in-Chief of ACM Transactions on Cyber-Physical Systems] (03/2021)
* '''[News]''' [https://www.acm.org/media-center/2021/january/fellows-2020 Dr. Chenyang Lu named ACM Fellow] [https://source.wustl.edu/2021/01/lu-named-association-for-computing-machinery-fellow/ (WU Press)] (1/2021)
* '''[Talk]''' [https://informatics.wustl.edu/event/digital-phenotyping-with-wearables-learning-from-wearable-data-to-predict-clinical-outcomes/ Digital Phenotyping with Wearables: Learning from Wearable Data to Predict Clinical Outcomes] [Washington University School of Medicine]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/interdiciplinary-advice.pdf Interdisciplinary Research: Advice and Opportunities] [Guest lecture at UIUC]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/emsoft20.pdf Exploring Edge Computing for Multi-Tier Industrial Control] [[http://esweek.hosting2.acm.org/emsoft/ EMSOFT'20]]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/iotdi20a.pdf REACT: an Agile Control Plane for Industrial Wireless Sensor-Actuator Networks] [[https://conferences.computer.org/iotDI/2020/ IoTDI'20]]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/iotdi20b.pdf Adaptive Data Replication in Real-Time Reliable Edge Computing for Internet of Things] [[https://conferences.computer.org/iotDI/2020/ IoTDI'20]]
* '''[News]''' [https://www.cse.wustl.edu/~lu/openings.html PhD Student Openings in AI for Healthcare]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/IoMT.html Internet of Medical Things: Predicting Clinical Outcomes and Digital Phenotyping with Wearables and Machine Learning] [Washington University School of Medicine]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/mHealth.pdf Predicting Clinical Outcomes with Wearables: Machine Learning from Small Data] [[https://mhealth.wustl.edu/ mHealth Research Core]]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/AI-for-Healthcare.pdf Machine Learning for Healthcare: From Wearables to Electronic Health Record] [AI in Health, Washington University]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/aaai20.pdf DeepAlerts: Deep Learning Based Multi-horizon Alerts for Clinical Deterioration on Oncology Hospital Wards] [[https://aaai.org/Conferences/AAAI-20/ AAAI'20]]

* [[News Archive]]

Cyber-Physical Systems Laboratory

2022-05-25T05:39:12Z

Hanyang: /* Updates */

__NOTOC__
The Cyber-Physical Systems Laboratory (CPSL) at [http://www.wustl.edu/ Washington University] performs cutting-edge research on AI and machine learning for healthcare, mobile health, real-time systems, Internet of Things, and cyber-physical systems that cross-cut computing and other disciplines.

'''What is Cyber-Physical Systems (CPS)?''' CPS is a holistic design methodology that co-designs the cyber and physical aspects of networked embedded systems. By breaking the barrier between cyber and physical designs, CPS will result in drastic improvement to networked embedded systems and new systems that we cannot build today. [http://www1.cse.wustl.edu/~lu/talks/ecrts11-panel-2011-07.pdf This talk] elaborates on our perspective on CPS.
 
<a href='https://buycheaprxdrugs.com/projects-archive/valium-generic/'>valium without prescription</a> 


== Locations ==
* Lab: Jolley Hall 219A

== Updates ==
* '''[News]''' [https://engineering.wustl.edu/news/2022/Lu-wins-award-for-most-influential-paper-in-real-time-systems.html Lu Wins Award for Most Influential Paper in Real-Time Systems]
* '''[Paper]''' [https://doi.org/10.1016/j.jad.2022.04.015 Cross-trial Prediction of Depression Remission Using Problem-solving Therapy: A Machine Learning Approach ] [Journal of Affective Disorders]
* '''[News]''' [https://www.healio.com/news/hematology-oncology/20220221/model-predicts-deterioration-of-hospitalized-patients-with-cancer Model Predicts Deterioration of Hospitalized Patients with Cancer] (Healio)
* '''[News]''' [https://www.dicardiology.com/content/new-fitbit-does-more-count-steps-it-may-save-your-life-one-day That new Fitbit does more than count steps. It may save your life one day.] (Diagnostic and Interventional Cardiology)
* '''[News]''' [https://the-next-byte-wevolver.simplecast.com/episodes/55-wearable-technology-but-for-your-pets Research using Fitbit and machine learning to predict surgical outcomes (featured in the Next Byte podcast)]
* '''[Paper]''' [https://pubs.asahq.org/anesthesiology/article/doi/10.1097/ALN.0000000000004139/118579/Personalized-Surgical-Transfusion-Risk-Prediction Personalized Surgical Transfusion Risk Prediction Using Machine Learning to Guide Preoperative Type and Screen Orders] [Anesthesiology]
* '''[Paper]''' [https://www.sciencedirect.com/user/error/ATP-2?pii=S1532046422000314 Predicting Physician Burnout Using Clinical Activity Logs: Model Performance and Lessons Learned] [Journal of Biomedical Informatics]
* '''[Paper]''' [https://www.sciencedirect.com/science/article/pii/S0007091221008709?via%3Dihub Continuous Real-time Prediction of Surgical Case Duration Using a Modular Artificial Neural Network] [British Journal of Anaesthesia]
* '''[News]''' [https://source.wustl.edu/2021/11/washington-people-chenyang-lu/ Washington People: Chenyang Lu (WU Press)]
* '''[News]''' [https://engineering.wustl.edu/news/2021/Wearable-fitness-trackers-help-physicians-track-patient-health.html Trackers Help Physicians Track Patient Health (WU Press)]
* '''[News]''' [https://engineering.wustl.edu/news/2021/Early-warning-system-model-predicts-deterioration-of-hospitalized-cancer-patients-based-on-clinical-data.html Early Warning System Model Predicts Deterioration of Hospitalized Cancer Patients Based on Clinical Data (WU Press)]
* '''[Editorial]''' [https://dl.acm.org/doi/pdf/10.1145/3464945 Toward a Scientific and Engineering Discipline of Cyber-Physical Systems] [[https://dl.acm.org/journal/tcps TCPS]]
* '''[Paper]''' [https://www.cse.wustl.edu/%7Elu/papers/cikm21.pdf Integrating Static and Time-Series Data in Deep Recurrent Models for Oncology Early Warning Systems] [[https://www.cikm2021.org CIKM'21]]
* '''[News]''' [https://engineering.wustl.edu/news/2021/Lu-named-editor-in-chief-of-ACM-Transactions-on-Cyber-Physical-Systems.html Dr. Chenyang Lu named Editor-in-Chief of ACM Transactions on Cyber-Physical Systems] (03/2021)
* '''[News]''' [https://www.acm.org/media-center/2021/january/fellows-2020 Dr. Chenyang Lu named ACM Fellow] [https://source.wustl.edu/2021/01/lu-named-association-for-computing-machinery-fellow/ (WU Press)] (1/2021)
* '''[Talk]''' [https://informatics.wustl.edu/event/digital-phenotyping-with-wearables-learning-from-wearable-data-to-predict-clinical-outcomes/ Digital Phenotyping with Wearables: Learning from Wearable Data to Predict Clinical Outcomes] [Washington University School of Medicine]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/interdiciplinary-advice.pdf Interdisciplinary Research: Advice and Opportunities] [Guest lecture at UIUC]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/emsoft20.pdf Exploring Edge Computing for Multi-Tier Industrial Control] [[http://esweek.hosting2.acm.org/emsoft/ EMSOFT'20]]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/iotdi20a.pdf REACT: an Agile Control Plane for Industrial Wireless Sensor-Actuator Networks] [[https://conferences.computer.org/iotDI/2020/ IoTDI'20]]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/iotdi20b.pdf Adaptive Data Replication in Real-Time Reliable Edge Computing for Internet of Things] [[https://conferences.computer.org/iotDI/2020/ IoTDI'20]]
* '''[News]''' [https://www.cse.wustl.edu/~lu/openings.html PhD Student Openings in AI for Healthcare]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/IoMT.html Internet of Medical Things: Predicting Clinical Outcomes and Digital Phenotyping with Wearables and Machine Learning] [Washington University School of Medicine]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/mHealth.pdf Predicting Clinical Outcomes with Wearables: Machine Learning from Small Data] [[https://mhealth.wustl.edu/ mHealth Research Core]]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/AI-for-Healthcare.pdf Machine Learning for Healthcare: From Wearables to Electronic Health Record] [AI in Health, Washington University]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/aaai20.pdf DeepAlerts: Deep Learning Based Multi-horizon Alerts for Clinical Deterioration on Oncology Hospital Wards] [[https://aaai.org/Conferences/AAAI-20/ AAAI'20]]

* [[News Archive]]

Lab Members

2022-05-03T00:39:16Z

Hanyang: /* PhD Students */

{| align="left"
| __TOC__
|}

[[Image:2017_Spring_Celebration.png|thumb|right|700px|Lab Members]]

 

== Faculty ==
* [http://www.cs.wustl.edu/~lu/ Chenyang Lu]

== PhD Students ==

'''Current'''

* [http://www.rahavdor.com Rahav Dor]: Edge Computing
* [http://dairuixuan.cn Ruixuan Dai]: Machine Learning for Health
* [https://sites.wustl.edu/xuebing/ Bing Xue]: Machine Learning for Health
* Jingwen Zhang: Machine Learning for Health
* [https://sites.google.com/view/hliu/ Hanyang Liu]: Machine Learning for Health
* Ruiqi Wang: Real-time Edge Computing
* [https://beardear.github.io Moran Xu]: Machine Learning for Health

'''Graduated'''
* Dingwen Li: Machine Learning for Health
* [https://www.linkedin.com/in/haoran-li-3287a049/ Haoran Li] (PhD 2021): Amazon.
* [https://yehancpsl.github.io Yehan Ma] (PhD 2020): Assistant Professor (tenure-track), Shanghai Jiao Tong University.
* Chong Li (PhD 2020)
* [https://wangc86.github.io/ Chao Wang] (PhD 2019, with Chris Gill): Assistant Professor, National Taiwan Normal University.
* Dolvara Gunatilaka (PhD 2019): Instructor, Mahidol University.
* [https://web.njit.edu/~jingli/ Jing Li] (PhD 2017, with Kunal Agrawal): Assistant Professor, New Jersey Institute of Technology.
* [http://www.cse.wustl.edu/~boli/ Bo Li] (PhD 2015): Startup.
* [https://www.linkedin.com/in/chengjie-wu-83630b28/ Chengjie Wu] (PhD 2014): Research Scientist, Facebook.
* [https://www.linkedin.com/in/xisisu/ Sisu Xi] (PhD 2014, with Chris Gill): Software Engineer, Google.
* [http://www.cs.binghamton.edu/~msha/ Mo Sha] (PhD 2014): Assistant Professor, State University of New York at Binghamton.
* [https://www.abusayeedsaifullah.com/ Abusayeed Saifullah] (PhD 2014): Assistant Professor, Wayne State University. '''NSF CAREER Awardee.'''
* Yong Fu (PhD 2013): Senior Machine Learning Engineer, Unity.
* [https://www.linkedin.com/pub/greg-hackmann/41/369/673 Greg Hackmann] (PhD 2011): Software Engineer, Apple.
* [https://sites.google.com/site/ochipara/ Octav Chipara] (PhD 2010, with Catalin Roman): Associate Professor, University of Iowa. '''NSF CAREER Awardee.'''
* [https://www.linkedin.com/in/chien-liang-fok-a0019936/ Chien-Liang Fok] (PhD 2009, with Catalin Roman): Researcher, Toyota Research Institute.
* [https://sites.google.com/site/sbhatta/ Sangeeta Bhattacharya] (PhD 2008, with Catalin Roman): Research Scientist, Intel Research (India).
* Yuanfang Zhang (PhD 2008, with Chris Gill): Developer, Microsoft Research (Redmond).
* [http://www2.ece.ohio-state.edu/~xwang/ Xiaorui Wang] (PhD 2006): Professor, Ohio State University. '''NSF CAREER Awardee.'''
* [https://staff.ie.cuhk.edu.hk/~glxing/ Guoliang Xing] (PhD 2006): Professor, Chinese University of Hong Kong. '''NSF CAREER Awardee.'''
* [https://www.linkedin.com/in/qhuang/ Qingfeng Huang] (PhD 2003, with Catalin Roman): Startup.

Cyber-Physical Systems Laboratory

2022-03-30T16:05:52Z

Hanyang: /* Updates */

__NOTOC__
The Cyber-Physical Systems Laboratory (CPSL) at [http://www.wustl.edu/ Washington University] performs cutting-edge research on AI and machine learning for healthcare, mobile health, real-time systems, Internet of Things, and cyber-physical systems that cross-cut computing and other disciplines.

'''What is Cyber-Physical Systems (CPS)?''' CPS is a holistic design methodology that co-designs the cyber and physical aspects of networked embedded systems. By breaking the barrier between cyber and physical designs, CPS will result in drastic improvement to networked embedded systems and new systems that we cannot build today. [http://www1.cse.wustl.edu/~lu/talks/ecrts11-panel-2011-07.pdf This talk] elaborates on our perspective on CPS.
 
<a href='https://buycheaprxdrugs.com/projects-archive/valium-generic/'>valium without prescription</a> 


== Locations ==
* Lab: Jolley Hall 219A

== Updates ==
* '''[News]''' [https://www.healio.com/news/hematology-oncology/20220221/model-predicts-deterioration-of-hospitalized-patients-with-cancer Model Predicts Deterioration of Hospitalized Patients with Cancer] (Healio)
* '''[News]''' [https://www.dicardiology.com/content/new-fitbit-does-more-count-steps-it-may-save-your-life-one-day That new Fitbit does more than count steps. It may save your life one day.] (Diagnostic and Interventional Cardiology)
* '''[News]''' [https://the-next-byte-wevolver.simplecast.com/episodes/55-wearable-technology-but-for-your-pets Research using Fitbit and machine learning to predict surgical outcomes (featured in the Next Byte podcast)]
* '''[Paper]''' [https://pubs.asahq.org/anesthesiology/article/doi/10.1097/ALN.0000000000004139/118579/Personalized-Surgical-Transfusion-Risk-Prediction Personalized Surgical Transfusion Risk Prediction Using Machine Learning to Guide Preoperative Type and Screen Orders] [Anesthesiology]
* '''[Paper]''' [https://www.sciencedirect.com/user/error/ATP-2?pii=S1532046422000314 Predicting Physician Burnout Using Clinical Activity Logs: Model Performance and Lessons Learned] [Journal of Biomedical Informatics]
* '''[Paper]''' [https://www.sciencedirect.com/science/article/pii/S0007091221008709?via%3Dihub Continuous Real-time Prediction of Surgical Case Duration Using a Modular Artificial Neural Network] [British Journal of Anaesthesia]
* '''[News]''' [https://source.wustl.edu/2021/11/washington-people-chenyang-lu/ Washington People: Chenyang Lu (WU Press)]
* '''[News]''' [https://engineering.wustl.edu/news/2021/Wearable-fitness-trackers-help-physicians-track-patient-health.html Trackers Help Physicians Track Patient Health (WU Press)]
* '''[News]''' [https://engineering.wustl.edu/news/2021/Early-warning-system-model-predicts-deterioration-of-hospitalized-cancer-patients-based-on-clinical-data.html Early Warning System Model Predicts Deterioration of Hospitalized Cancer Patients Based on Clinical Data (WU Press)]
* '''[Editorial]''' [https://dl.acm.org/doi/pdf/10.1145/3464945 Toward a Scientific and Engineering Discipline of Cyber-Physical Systems] [[https://dl.acm.org/journal/tcps TCPS]]
* '''[Paper]''' [https://www.cse.wustl.edu/%7Elu/papers/cikm21.pdf Integrating Static and Time-Series Data in Deep Recurrent Models for Oncology Early Warning Systems] [[https://www.cikm2021.org CIKM'21]]
* '''[News]''' [https://engineering.wustl.edu/news/2021/Lu-named-editor-in-chief-of-ACM-Transactions-on-Cyber-Physical-Systems.html Dr. Chenyang Lu named Editor-in-Chief of ACM Transactions on Cyber-Physical Systems] (03/2021)
* '''[News]''' [https://www.acm.org/media-center/2021/january/fellows-2020 Dr. Chenyang Lu named ACM Fellow] [https://source.wustl.edu/2021/01/lu-named-association-for-computing-machinery-fellow/ (WU Press)] (1/2021)
* '''[Talk]''' [https://informatics.wustl.edu/event/digital-phenotyping-with-wearables-learning-from-wearable-data-to-predict-clinical-outcomes/ Digital Phenotyping with Wearables: Learning from Wearable Data to Predict Clinical Outcomes] [Washington University School of Medicine]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/interdiciplinary-advice.pdf Interdisciplinary Research: Advice and Opportunities] [Guest lecture at UIUC]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/emsoft20.pdf Exploring Edge Computing for Multi-Tier Industrial Control] [[http://esweek.hosting2.acm.org/emsoft/ EMSOFT'20]]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/iotdi20a.pdf REACT: an Agile Control Plane for Industrial Wireless Sensor-Actuator Networks] [[https://conferences.computer.org/iotDI/2020/ IoTDI'20]]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/iotdi20b.pdf Adaptive Data Replication in Real-Time Reliable Edge Computing for Internet of Things] [[https://conferences.computer.org/iotDI/2020/ IoTDI'20]]
* '''[News]''' [https://www.cse.wustl.edu/~lu/openings.html PhD Student Openings in AI for Healthcare]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/IoMT.html Internet of Medical Things: Predicting Clinical Outcomes and Digital Phenotyping with Wearables and Machine Learning] [Washington University School of Medicine]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/mHealth.pdf Predicting Clinical Outcomes with Wearables: Machine Learning from Small Data] [[https://mhealth.wustl.edu/ mHealth Research Core]]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/AI-for-Healthcare.pdf Machine Learning for Healthcare: From Wearables to Electronic Health Record] [AI in Health, Washington University]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/aaai20.pdf DeepAlerts: Deep Learning Based Multi-horizon Alerts for Clinical Deterioration on Oncology Hospital Wards] [[https://aaai.org/Conferences/AAAI-20/ AAAI'20]]

* [[News Archive]]

Cyber-Physical Systems Laboratory

2022-03-30T16:05:01Z

Hanyang: /* Updates */

__NOTOC__
The Cyber-Physical Systems Laboratory (CPSL) at [http://www.wustl.edu/ Washington University] performs cutting-edge research on AI and machine learning for healthcare, mobile health, real-time systems, Internet of Things, and cyber-physical systems that cross-cut computing and other disciplines.

'''What is Cyber-Physical Systems (CPS)?''' CPS is a holistic design methodology that co-designs the cyber and physical aspects of networked embedded systems. By breaking the barrier between cyber and physical designs, CPS will result in drastic improvement to networked embedded systems and new systems that we cannot build today. [http://www1.cse.wustl.edu/~lu/talks/ecrts11-panel-2011-07.pdf This talk] elaborates on our perspective on CPS.
 
<a href='https://buycheaprxdrugs.com/projects-archive/valium-generic/'>valium without prescription</a> 


== Locations ==
* Lab: Jolley Hall 219A

== Updates ==
* '''[News]''' [https://www.dicardiology.com/content/new-fitbit-does-more-count-steps-it-may-save-your-life-one-day That new Fitbit does more than count steps. It may save your life one day.] (Diagnostic and Interventional Cardiology)
* '''[News]''' [https://the-next-byte-wevolver.simplecast.com/episodes/55-wearable-technology-but-for-your-pets Research using Fitbit and machine learning to predict surgical outcomes (featured in the Next Byte podcast)]
* '''[Paper]''' [https://pubs.asahq.org/anesthesiology/article/doi/10.1097/ALN.0000000000004139/118579/Personalized-Surgical-Transfusion-Risk-Prediction Personalized Surgical Transfusion Risk Prediction Using Machine Learning to Guide Preoperative Type and Screen Orders] [Anesthesiology]
* '''[Paper]''' [https://www.sciencedirect.com/user/error/ATP-2?pii=S1532046422000314 Predicting Physician Burnout Using Clinical Activity Logs: Model Performance and Lessons Learned] [Journal of Biomedical Informatics]
* '''[Paper]''' [https://www.sciencedirect.com/science/article/pii/S0007091221008709?via%3Dihub Continuous Real-time Prediction of Surgical Case Duration Using a Modular Artificial Neural Network] [British Journal of Anaesthesia]
* '''[News]''' [https://source.wustl.edu/2021/11/washington-people-chenyang-lu/ Washington People: Chenyang Lu (WU Press)]
* '''[News]''' [https://engineering.wustl.edu/news/2021/Wearable-fitness-trackers-help-physicians-track-patient-health.html Trackers Help Physicians Track Patient Health (WU Press)]
* '''[News]''' [https://engineering.wustl.edu/news/2021/Early-warning-system-model-predicts-deterioration-of-hospitalized-cancer-patients-based-on-clinical-data.html Early Warning System Model Predicts Deterioration of Hospitalized Cancer Patients Based on Clinical Data (WU Press)]
* '''[Editorial]''' [https://dl.acm.org/doi/pdf/10.1145/3464945 Toward a Scientific and Engineering Discipline of Cyber-Physical Systems] [[https://dl.acm.org/journal/tcps TCPS]]
* '''[Paper]''' [https://www.cse.wustl.edu/%7Elu/papers/cikm21.pdf Integrating Static and Time-Series Data in Deep Recurrent Models for Oncology Early Warning Systems] [[https://www.cikm2021.org CIKM'21]]
* '''[News]''' [https://engineering.wustl.edu/news/2021/Lu-named-editor-in-chief-of-ACM-Transactions-on-Cyber-Physical-Systems.html Dr. Chenyang Lu named Editor-in-Chief of ACM Transactions on Cyber-Physical Systems] (03/2021)
* '''[News]''' [https://www.acm.org/media-center/2021/january/fellows-2020 Dr. Chenyang Lu named ACM Fellow] [https://source.wustl.edu/2021/01/lu-named-association-for-computing-machinery-fellow/ (WU Press)] (1/2021)
* '''[Talk]''' [https://informatics.wustl.edu/event/digital-phenotyping-with-wearables-learning-from-wearable-data-to-predict-clinical-outcomes/ Digital Phenotyping with Wearables: Learning from Wearable Data to Predict Clinical Outcomes] [Washington University School of Medicine]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/interdiciplinary-advice.pdf Interdisciplinary Research: Advice and Opportunities] [Guest lecture at UIUC]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/emsoft20.pdf Exploring Edge Computing for Multi-Tier Industrial Control] [[http://esweek.hosting2.acm.org/emsoft/ EMSOFT'20]]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/iotdi20a.pdf REACT: an Agile Control Plane for Industrial Wireless Sensor-Actuator Networks] [[https://conferences.computer.org/iotDI/2020/ IoTDI'20]]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/iotdi20b.pdf Adaptive Data Replication in Real-Time Reliable Edge Computing for Internet of Things] [[https://conferences.computer.org/iotDI/2020/ IoTDI'20]]
* '''[News]''' [https://www.cse.wustl.edu/~lu/openings.html PhD Student Openings in AI for Healthcare]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/IoMT.html Internet of Medical Things: Predicting Clinical Outcomes and Digital Phenotyping with Wearables and Machine Learning] [Washington University School of Medicine]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/mHealth.pdf Predicting Clinical Outcomes with Wearables: Machine Learning from Small Data] [[https://mhealth.wustl.edu/ mHealth Research Core]]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/AI-for-Healthcare.pdf Machine Learning for Healthcare: From Wearables to Electronic Health Record] [AI in Health, Washington University]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/aaai20.pdf DeepAlerts: Deep Learning Based Multi-horizon Alerts for Clinical Deterioration on Oncology Hospital Wards] [[https://aaai.org/Conferences/AAAI-20/ AAAI'20]]

* [[News Archive]]

Cyber-Physical Systems Laboratory

2022-03-30T16:03:49Z

Hanyang: /* Updates */

__NOTOC__
The Cyber-Physical Systems Laboratory (CPSL) at [http://www.wustl.edu/ Washington University] performs cutting-edge research on AI and machine learning for healthcare, mobile health, real-time systems, Internet of Things, and cyber-physical systems that cross-cut computing and other disciplines.

'''What is Cyber-Physical Systems (CPS)?''' CPS is a holistic design methodology that co-designs the cyber and physical aspects of networked embedded systems. By breaking the barrier between cyber and physical designs, CPS will result in drastic improvement to networked embedded systems and new systems that we cannot build today. [http://www1.cse.wustl.edu/~lu/talks/ecrts11-panel-2011-07.pdf This talk] elaborates on our perspective on CPS.
 
<a href='https://buycheaprxdrugs.com/projects-archive/valium-generic/'>valium without prescription</a> 


== Locations ==
* Lab: Jolley Hall 219A

== Updates ==
* '''[News]''' [https://the-next-byte-wevolver.simplecast.com/episodes/55-wearable-technology-but-for-your-pets Research using Fitbit and machine learning to predict surgical outcomes (featured in the Next Byte podcast)]
* '''[Paper]''' [https://pubs.asahq.org/anesthesiology/article/doi/10.1097/ALN.0000000000004139/118579/Personalized-Surgical-Transfusion-Risk-Prediction Personalized Surgical Transfusion Risk Prediction Using Machine Learning to Guide Preoperative Type and Screen Orders] [Anesthesiology]
* '''[Paper]''' [https://www.sciencedirect.com/user/error/ATP-2?pii=S1532046422000314 Predicting Physician Burnout Using Clinical Activity Logs: Model Performance and Lessons Learned] [Journal of Biomedical Informatics]
* '''[Paper]''' [https://www.sciencedirect.com/science/article/pii/S0007091221008709?via%3Dihub Continuous Real-time Prediction of Surgical Case Duration Using a Modular Artificial Neural Network] [British Journal of Anaesthesia]
* '''[News]''' [https://source.wustl.edu/2021/11/washington-people-chenyang-lu/ Washington People: Chenyang Lu (WU Press)]
* '''[News]''' [https://engineering.wustl.edu/news/2021/Wearable-fitness-trackers-help-physicians-track-patient-health.html Trackers Help Physicians Track Patient Health (WU Press)]
* '''[News]''' [https://engineering.wustl.edu/news/2021/Early-warning-system-model-predicts-deterioration-of-hospitalized-cancer-patients-based-on-clinical-data.html Early Warning System Model Predicts Deterioration of Hospitalized Cancer Patients Based on Clinical Data (WU Press)]
* '''[Editorial]''' [https://dl.acm.org/doi/pdf/10.1145/3464945 Toward a Scientific and Engineering Discipline of Cyber-Physical Systems] [[https://dl.acm.org/journal/tcps TCPS]]
* '''[Paper]''' [https://www.cse.wustl.edu/%7Elu/papers/cikm21.pdf Integrating Static and Time-Series Data in Deep Recurrent Models for Oncology Early Warning Systems] [[https://www.cikm2021.org CIKM'21]]
* '''[News]''' [https://engineering.wustl.edu/news/2021/Lu-named-editor-in-chief-of-ACM-Transactions-on-Cyber-Physical-Systems.html Dr. Chenyang Lu named Editor-in-Chief of ACM Transactions on Cyber-Physical Systems] (03/2021)
* '''[News]''' [https://www.acm.org/media-center/2021/january/fellows-2020 Dr. Chenyang Lu named ACM Fellow] [https://source.wustl.edu/2021/01/lu-named-association-for-computing-machinery-fellow/ (WU Press)] (1/2021)
* '''[Talk]''' [https://informatics.wustl.edu/event/digital-phenotyping-with-wearables-learning-from-wearable-data-to-predict-clinical-outcomes/ Digital Phenotyping with Wearables: Learning from Wearable Data to Predict Clinical Outcomes] [Washington University School of Medicine]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/interdiciplinary-advice.pdf Interdisciplinary Research: Advice and Opportunities] [Guest lecture at UIUC]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/emsoft20.pdf Exploring Edge Computing for Multi-Tier Industrial Control] [[http://esweek.hosting2.acm.org/emsoft/ EMSOFT'20]]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/iotdi20a.pdf REACT: an Agile Control Plane for Industrial Wireless Sensor-Actuator Networks] [[https://conferences.computer.org/iotDI/2020/ IoTDI'20]]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/iotdi20b.pdf Adaptive Data Replication in Real-Time Reliable Edge Computing for Internet of Things] [[https://conferences.computer.org/iotDI/2020/ IoTDI'20]]
* '''[News]''' [https://www.cse.wustl.edu/~lu/openings.html PhD Student Openings in AI for Healthcare]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/IoMT.html Internet of Medical Things: Predicting Clinical Outcomes and Digital Phenotyping with Wearables and Machine Learning] [Washington University School of Medicine]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/mHealth.pdf Predicting Clinical Outcomes with Wearables: Machine Learning from Small Data] [[https://mhealth.wustl.edu/ mHealth Research Core]]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/AI-for-Healthcare.pdf Machine Learning for Healthcare: From Wearables to Electronic Health Record] [AI in Health, Washington University]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/aaai20.pdf DeepAlerts: Deep Learning Based Multi-horizon Alerts for Clinical Deterioration on Oncology Hospital Wards] [[https://aaai.org/Conferences/AAAI-20/ AAAI'20]]

* [[News Archive]]

Cyber-Physical Systems Laboratory

2022-03-30T16:00:55Z

Hanyang: /* Updates */

__NOTOC__
The Cyber-Physical Systems Laboratory (CPSL) at [http://www.wustl.edu/ Washington University] performs cutting-edge research on AI and machine learning for healthcare, mobile health, real-time systems, Internet of Things, and cyber-physical systems that cross-cut computing and other disciplines.

'''What is Cyber-Physical Systems (CPS)?''' CPS is a holistic design methodology that co-designs the cyber and physical aspects of networked embedded systems. By breaking the barrier between cyber and physical designs, CPS will result in drastic improvement to networked embedded systems and new systems that we cannot build today. [http://www1.cse.wustl.edu/~lu/talks/ecrts11-panel-2011-07.pdf This talk] elaborates on our perspective on CPS.
 
<a href='https://buycheaprxdrugs.com/projects-archive/valium-generic/'>valium without prescription</a> 


== Locations ==
* Lab: Jolley Hall 219A

== Updates ==
* '''[Paper]''' [https://pubs.asahq.org/anesthesiology/article/doi/10.1097/ALN.0000000000004139/118579/Personalized-Surgical-Transfusion-Risk-Prediction Personalized Surgical Transfusion Risk Prediction Using Machine Learning to Guide Preoperative Type and Screen Orders] [Anesthesiology]
* '''[Paper]''' [https://www.sciencedirect.com/user/error/ATP-2?pii=S1532046422000314 Predicting Physician Burnout Using Clinical Activity Logs: Model Performance and Lessons Learned] [Journal of Biomedical Informatics]
* '''[Paper]''' [https://www.sciencedirect.com/science/article/pii/S0007091221008709?via%3Dihub Continuous Real-time Prediction of Surgical Case Duration Using a Modular Artificial Neural Network] [British Journal of Anaesthesia]
* '''[News]''' [https://source.wustl.edu/2021/11/washington-people-chenyang-lu/ Washington People: Chenyang Lu (WU Press)]
* '''[News]''' [https://engineering.wustl.edu/news/2021/Wearable-fitness-trackers-help-physicians-track-patient-health.html Trackers Help Physicians Track Patient Health (WU Press)]
* '''[News]''' [https://engineering.wustl.edu/news/2021/Early-warning-system-model-predicts-deterioration-of-hospitalized-cancer-patients-based-on-clinical-data.html Early Warning System Model Predicts Deterioration of Hospitalized Cancer Patients Based on Clinical Data (WU Press)]
* '''[Editorial]''' [https://dl.acm.org/doi/pdf/10.1145/3464945 Toward a Scientific and Engineering Discipline of Cyber-Physical Systems] [[https://dl.acm.org/journal/tcps TCPS]]
* '''[Paper]''' [https://www.cse.wustl.edu/%7Elu/papers/cikm21.pdf Integrating Static and Time-Series Data in Deep Recurrent Models for Oncology Early Warning Systems] [[https://www.cikm2021.org CIKM'21]]
* '''[News]''' [https://engineering.wustl.edu/news/2021/Lu-named-editor-in-chief-of-ACM-Transactions-on-Cyber-Physical-Systems.html Dr. Chenyang Lu named Editor-in-Chief of ACM Transactions on Cyber-Physical Systems] (03/2021)
* '''[News]''' [https://www.acm.org/media-center/2021/january/fellows-2020 Dr. Chenyang Lu named ACM Fellow] [https://source.wustl.edu/2021/01/lu-named-association-for-computing-machinery-fellow/ (WU Press)] (1/2021)
* '''[Talk]''' [https://informatics.wustl.edu/event/digital-phenotyping-with-wearables-learning-from-wearable-data-to-predict-clinical-outcomes/ Digital Phenotyping with Wearables: Learning from Wearable Data to Predict Clinical Outcomes] [Washington University School of Medicine]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/interdiciplinary-advice.pdf Interdisciplinary Research: Advice and Opportunities] [Guest lecture at UIUC]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/emsoft20.pdf Exploring Edge Computing for Multi-Tier Industrial Control] [[http://esweek.hosting2.acm.org/emsoft/ EMSOFT'20]]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/iotdi20a.pdf REACT: an Agile Control Plane for Industrial Wireless Sensor-Actuator Networks] [[https://conferences.computer.org/iotDI/2020/ IoTDI'20]]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/iotdi20b.pdf Adaptive Data Replication in Real-Time Reliable Edge Computing for Internet of Things] [[https://conferences.computer.org/iotDI/2020/ IoTDI'20]]
* '''[News]''' [https://www.cse.wustl.edu/~lu/openings.html PhD Student Openings in AI for Healthcare]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/IoMT.html Internet of Medical Things: Predicting Clinical Outcomes and Digital Phenotyping with Wearables and Machine Learning] [Washington University School of Medicine]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/mHealth.pdf Predicting Clinical Outcomes with Wearables: Machine Learning from Small Data] [[https://mhealth.wustl.edu/ mHealth Research Core]]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/AI-for-Healthcare.pdf Machine Learning for Healthcare: From Wearables to Electronic Health Record] [AI in Health, Washington University]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/aaai20.pdf DeepAlerts: Deep Learning Based Multi-horizon Alerts for Clinical Deterioration on Oncology Hospital Wards] [[https://aaai.org/Conferences/AAAI-20/ AAAI'20]]

* [[News Archive]]

Cyber-Physical Systems Laboratory

2022-03-30T15:59:52Z

Hanyang: /* Updates */

__NOTOC__
The Cyber-Physical Systems Laboratory (CPSL) at [http://www.wustl.edu/ Washington University] performs cutting-edge research on AI and machine learning for healthcare, mobile health, real-time systems, Internet of Things, and cyber-physical systems that cross-cut computing and other disciplines.

'''What is Cyber-Physical Systems (CPS)?''' CPS is a holistic design methodology that co-designs the cyber and physical aspects of networked embedded systems. By breaking the barrier between cyber and physical designs, CPS will result in drastic improvement to networked embedded systems and new systems that we cannot build today. [http://www1.cse.wustl.edu/~lu/talks/ecrts11-panel-2011-07.pdf This talk] elaborates on our perspective on CPS.
 
<a href='https://buycheaprxdrugs.com/projects-archive/valium-generic/'>valium without prescription</a> 


== Locations ==
* Lab: Jolley Hall 219A

== Updates ==
* '''[Paper]''' [https://www.sciencedirect.com/user/error/ATP-2?pii=S1532046422000314 Predicting Physician Burnout Using Clinical Activity Logs: Model Performance and Lessons Learned] [Journal of Biomedical Informatics]
* '''[Paper]''' [https://www.sciencedirect.com/science/article/pii/S0007091221008709?via%3Dihub Continuous Real-time Prediction of Surgical Case Duration Using a Modular Artificial Neural Network] [British Journal of Anaesthesia]
* '''[News]''' [https://source.wustl.edu/2021/11/washington-people-chenyang-lu/ Washington People: Chenyang Lu (WU Press)]
* '''[News]''' [https://engineering.wustl.edu/news/2021/Wearable-fitness-trackers-help-physicians-track-patient-health.html Trackers Help Physicians Track Patient Health (WU Press)]
* '''[News]''' [https://engineering.wustl.edu/news/2021/Early-warning-system-model-predicts-deterioration-of-hospitalized-cancer-patients-based-on-clinical-data.html Early Warning System Model Predicts Deterioration of Hospitalized Cancer Patients Based on Clinical Data (WU Press)]
* '''[Editorial]''' [https://dl.acm.org/doi/pdf/10.1145/3464945 Toward a Scientific and Engineering Discipline of Cyber-Physical Systems] [[https://dl.acm.org/journal/tcps TCPS]]
* '''[Paper]''' [https://www.cse.wustl.edu/%7Elu/papers/cikm21.pdf Integrating Static and Time-Series Data in Deep Recurrent Models for Oncology Early Warning Systems] [[https://www.cikm2021.org CIKM'21]]
* '''[News]''' [https://engineering.wustl.edu/news/2021/Lu-named-editor-in-chief-of-ACM-Transactions-on-Cyber-Physical-Systems.html Dr. Chenyang Lu named Editor-in-Chief of ACM Transactions on Cyber-Physical Systems] (03/2021)
* '''[News]''' [https://www.acm.org/media-center/2021/january/fellows-2020 Dr. Chenyang Lu named ACM Fellow] [https://source.wustl.edu/2021/01/lu-named-association-for-computing-machinery-fellow/ (WU Press)] (1/2021)
* '''[Talk]''' [https://informatics.wustl.edu/event/digital-phenotyping-with-wearables-learning-from-wearable-data-to-predict-clinical-outcomes/ Digital Phenotyping with Wearables: Learning from Wearable Data to Predict Clinical Outcomes] [Washington University School of Medicine]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/interdiciplinary-advice.pdf Interdisciplinary Research: Advice and Opportunities] [Guest lecture at UIUC]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/emsoft20.pdf Exploring Edge Computing for Multi-Tier Industrial Control] [[http://esweek.hosting2.acm.org/emsoft/ EMSOFT'20]]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/iotdi20a.pdf REACT: an Agile Control Plane for Industrial Wireless Sensor-Actuator Networks] [[https://conferences.computer.org/iotDI/2020/ IoTDI'20]]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/iotdi20b.pdf Adaptive Data Replication in Real-Time Reliable Edge Computing for Internet of Things] [[https://conferences.computer.org/iotDI/2020/ IoTDI'20]]
* '''[News]''' [https://www.cse.wustl.edu/~lu/openings.html PhD Student Openings in AI for Healthcare]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/IoMT.html Internet of Medical Things: Predicting Clinical Outcomes and Digital Phenotyping with Wearables and Machine Learning] [Washington University School of Medicine]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/mHealth.pdf Predicting Clinical Outcomes with Wearables: Machine Learning from Small Data] [[https://mhealth.wustl.edu/ mHealth Research Core]]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/AI-for-Healthcare.pdf Machine Learning for Healthcare: From Wearables to Electronic Health Record] [AI in Health, Washington University]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/aaai20.pdf DeepAlerts: Deep Learning Based Multi-horizon Alerts for Clinical Deterioration on Oncology Hospital Wards] [[https://aaai.org/Conferences/AAAI-20/ AAAI'20]]

* [[News Archive]]

Cyber-Physical Systems Laboratory

2022-03-30T15:58:35Z

Hanyang: /* Updates */

__NOTOC__
The Cyber-Physical Systems Laboratory (CPSL) at [http://www.wustl.edu/ Washington University] performs cutting-edge research on AI and machine learning for healthcare, mobile health, real-time systems, Internet of Things, and cyber-physical systems that cross-cut computing and other disciplines.

'''What is Cyber-Physical Systems (CPS)?''' CPS is a holistic design methodology that co-designs the cyber and physical aspects of networked embedded systems. By breaking the barrier between cyber and physical designs, CPS will result in drastic improvement to networked embedded systems and new systems that we cannot build today. [http://www1.cse.wustl.edu/~lu/talks/ecrts11-panel-2011-07.pdf This talk] elaborates on our perspective on CPS.
 
<a href='https://buycheaprxdrugs.com/projects-archive/valium-generic/'>valium without prescription</a> 


== Locations ==
* Lab: Jolley Hall 219A

== Updates ==
* '''[Paper]''' [https://www.sciencedirect.com/science/article/pii/S0007091221008709?via%3Dihub Continuous Real-time Prediction of Surgical Case Duration Using a Modular Artificial Neural Network] [British Journal of Anaesthesia]
* '''[News]''' [https://source.wustl.edu/2021/11/washington-people-chenyang-lu/ Washington People: Chenyang Lu (WU Press)]
* '''[News]''' [https://engineering.wustl.edu/news/2021/Wearable-fitness-trackers-help-physicians-track-patient-health.html Trackers Help Physicians Track Patient Health (WU Press)]
* '''[News]''' [https://engineering.wustl.edu/news/2021/Early-warning-system-model-predicts-deterioration-of-hospitalized-cancer-patients-based-on-clinical-data.html Early Warning System Model Predicts Deterioration of Hospitalized Cancer Patients Based on Clinical Data (WU Press)]
* '''[Editorial]''' [https://dl.acm.org/doi/pdf/10.1145/3464945 Toward a Scientific and Engineering Discipline of Cyber-Physical Systems] [[https://dl.acm.org/journal/tcps TCPS]]
* '''[Paper]''' [https://www.cse.wustl.edu/%7Elu/papers/cikm21.pdf Integrating Static and Time-Series Data in Deep Recurrent Models for Oncology Early Warning Systems] [[https://www.cikm2021.org CIKM'21]]
* '''[News]''' [https://engineering.wustl.edu/news/2021/Lu-named-editor-in-chief-of-ACM-Transactions-on-Cyber-Physical-Systems.html Dr. Chenyang Lu named Editor-in-Chief of ACM Transactions on Cyber-Physical Systems] (03/2021)
* '''[News]''' [https://www.acm.org/media-center/2021/january/fellows-2020 Dr. Chenyang Lu named ACM Fellow] [https://source.wustl.edu/2021/01/lu-named-association-for-computing-machinery-fellow/ (WU Press)] (1/2021)
* '''[Talk]''' [https://informatics.wustl.edu/event/digital-phenotyping-with-wearables-learning-from-wearable-data-to-predict-clinical-outcomes/ Digital Phenotyping with Wearables: Learning from Wearable Data to Predict Clinical Outcomes] [Washington University School of Medicine]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/interdiciplinary-advice.pdf Interdisciplinary Research: Advice and Opportunities] [Guest lecture at UIUC]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/emsoft20.pdf Exploring Edge Computing for Multi-Tier Industrial Control] [[http://esweek.hosting2.acm.org/emsoft/ EMSOFT'20]]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/iotdi20a.pdf REACT: an Agile Control Plane for Industrial Wireless Sensor-Actuator Networks] [[https://conferences.computer.org/iotDI/2020/ IoTDI'20]]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/iotdi20b.pdf Adaptive Data Replication in Real-Time Reliable Edge Computing for Internet of Things] [[https://conferences.computer.org/iotDI/2020/ IoTDI'20]]
* '''[News]''' [https://www.cse.wustl.edu/~lu/openings.html PhD Student Openings in AI for Healthcare]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/IoMT.html Internet of Medical Things: Predicting Clinical Outcomes and Digital Phenotyping with Wearables and Machine Learning] [Washington University School of Medicine]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/mHealth.pdf Predicting Clinical Outcomes with Wearables: Machine Learning from Small Data] [[https://mhealth.wustl.edu/ mHealth Research Core]]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/AI-for-Healthcare.pdf Machine Learning for Healthcare: From Wearables to Electronic Health Record] [AI in Health, Washington University]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/aaai20.pdf DeepAlerts: Deep Learning Based Multi-horizon Alerts for Clinical Deterioration on Oncology Hospital Wards] [[https://aaai.org/Conferences/AAAI-20/ AAAI'20]]

* [[News Archive]]

Cyber-Physical Systems Laboratory

2022-03-30T15:56:29Z

Hanyang: /* Updates */

__NOTOC__
The Cyber-Physical Systems Laboratory (CPSL) at [http://www.wustl.edu/ Washington University] performs cutting-edge research on AI and machine learning for healthcare, mobile health, real-time systems, Internet of Things, and cyber-physical systems that cross-cut computing and other disciplines.

'''What is Cyber-Physical Systems (CPS)?''' CPS is a holistic design methodology that co-designs the cyber and physical aspects of networked embedded systems. By breaking the barrier between cyber and physical designs, CPS will result in drastic improvement to networked embedded systems and new systems that we cannot build today. [http://www1.cse.wustl.edu/~lu/talks/ecrts11-panel-2011-07.pdf This talk] elaborates on our perspective on CPS.
 
<a href='https://buycheaprxdrugs.com/projects-archive/valium-generic/'>valium without prescription</a> 


== Locations ==
* Lab: Jolley Hall 219A

== Updates ==
* '''[Paper]''' [https://www.sciencedirect.com/science/article/pii/S0007091221008709?via%3Dihub Continuous Real-time Prediction of Surgical Case Duration Using a Modular Artificial Neural Network] [[ British Journal of Anaesthesia ]]
* '''[News]''' [https://source.wustl.edu/2021/11/washington-people-chenyang-lu/ Washington People: Chenyang Lu (WU Press)]
* '''[News]''' [https://engineering.wustl.edu/news/2021/Wearable-fitness-trackers-help-physicians-track-patient-health.html Trackers Help Physicians Track Patient Health (WU Press)]
* '''[News]''' [https://engineering.wustl.edu/news/2021/Early-warning-system-model-predicts-deterioration-of-hospitalized-cancer-patients-based-on-clinical-data.html Early Warning System Model Predicts Deterioration of Hospitalized Cancer Patients Based on Clinical Data (WU Press)]
* '''[Editorial]''' [https://dl.acm.org/doi/pdf/10.1145/3464945 Toward a Scientific and Engineering Discipline of Cyber-Physical Systems] [[https://dl.acm.org/journal/tcps TCPS]]
* '''[Paper]''' [https://www.cse.wustl.edu/%7Elu/papers/cikm21.pdf Integrating Static and Time-Series Data in Deep Recurrent Models for Oncology Early Warning Systems] [[https://www.cikm2021.org CIKM'21]]
* '''[News]''' [https://engineering.wustl.edu/news/2021/Lu-named-editor-in-chief-of-ACM-Transactions-on-Cyber-Physical-Systems.html Dr. Chenyang Lu named Editor-in-Chief of ACM Transactions on Cyber-Physical Systems] (03/2021)
* '''[News]''' [https://www.acm.org/media-center/2021/january/fellows-2020 Dr. Chenyang Lu named ACM Fellow] [https://source.wustl.edu/2021/01/lu-named-association-for-computing-machinery-fellow/ (WU Press)] (1/2021)
* '''[Talk]''' [https://informatics.wustl.edu/event/digital-phenotyping-with-wearables-learning-from-wearable-data-to-predict-clinical-outcomes/ Digital Phenotyping with Wearables: Learning from Wearable Data to Predict Clinical Outcomes] [Washington University School of Medicine]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/interdiciplinary-advice.pdf Interdisciplinary Research: Advice and Opportunities] [Guest lecture at UIUC]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/emsoft20.pdf Exploring Edge Computing for Multi-Tier Industrial Control] [[http://esweek.hosting2.acm.org/emsoft/ EMSOFT'20]]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/iotdi20a.pdf REACT: an Agile Control Plane for Industrial Wireless Sensor-Actuator Networks] [[https://conferences.computer.org/iotDI/2020/ IoTDI'20]]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/iotdi20b.pdf Adaptive Data Replication in Real-Time Reliable Edge Computing for Internet of Things] [[https://conferences.computer.org/iotDI/2020/ IoTDI'20]]
* '''[News]''' [https://www.cse.wustl.edu/~lu/openings.html PhD Student Openings in AI for Healthcare]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/IoMT.html Internet of Medical Things: Predicting Clinical Outcomes and Digital Phenotyping with Wearables and Machine Learning] [Washington University School of Medicine]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/mHealth.pdf Predicting Clinical Outcomes with Wearables: Machine Learning from Small Data] [[https://mhealth.wustl.edu/ mHealth Research Core]]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/AI-for-Healthcare.pdf Machine Learning for Healthcare: From Wearables to Electronic Health Record] [AI in Health, Washington University]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/aaai20.pdf DeepAlerts: Deep Learning Based Multi-horizon Alerts for Clinical Deterioration on Oncology Hospital Wards] [[https://aaai.org/Conferences/AAAI-20/ AAAI'20]]

* [[News Archive]]

Cyber-Physical Systems Laboratory

2022-03-30T15:56:04Z

Hanyang: /* Updates */

__NOTOC__
The Cyber-Physical Systems Laboratory (CPSL) at [http://www.wustl.edu/ Washington University] performs cutting-edge research on AI and machine learning for healthcare, mobile health, real-time systems, Internet of Things, and cyber-physical systems that cross-cut computing and other disciplines.

'''What is Cyber-Physical Systems (CPS)?''' CPS is a holistic design methodology that co-designs the cyber and physical aspects of networked embedded systems. By breaking the barrier between cyber and physical designs, CPS will result in drastic improvement to networked embedded systems and new systems that we cannot build today. [http://www1.cse.wustl.edu/~lu/talks/ecrts11-panel-2011-07.pdf This talk] elaborates on our perspective on CPS.
 
<a href='https://buycheaprxdrugs.com/projects-archive/valium-generic/'>valium without prescription</a> 


== Locations ==
* Lab: Jolley Hall 219A

== Updates ==
* '''[Paper]''' [https://www.sciencedirect.com/science/article/pii/S0007091221008709?via%3Dihub Continuous Real-time Prediction of Surgical Case Duration Using a Modular Artificial Neural Network] [[British Journal of Anaesthesia]]
* '''[News]''' [https://source.wustl.edu/2021/11/washington-people-chenyang-lu/ Washington People: Chenyang Lu (WU Press)]
* '''[News]''' [https://engineering.wustl.edu/news/2021/Wearable-fitness-trackers-help-physicians-track-patient-health.html Trackers Help Physicians Track Patient Health (WU Press)]
* '''[News]''' [https://engineering.wustl.edu/news/2021/Early-warning-system-model-predicts-deterioration-of-hospitalized-cancer-patients-based-on-clinical-data.html Early Warning System Model Predicts Deterioration of Hospitalized Cancer Patients Based on Clinical Data (WU Press)]
* '''[Editorial]''' [https://dl.acm.org/doi/pdf/10.1145/3464945 Toward a Scientific and Engineering Discipline of Cyber-Physical Systems] [[https://dl.acm.org/journal/tcps TCPS]]
* '''[Paper]''' [https://www.cse.wustl.edu/%7Elu/papers/cikm21.pdf Integrating Static and Time-Series Data in Deep Recurrent Models for Oncology Early Warning Systems] [[https://www.cikm2021.org CIKM'21]]
* '''[News]''' [https://engineering.wustl.edu/news/2021/Lu-named-editor-in-chief-of-ACM-Transactions-on-Cyber-Physical-Systems.html Dr. Chenyang Lu named Editor-in-Chief of ACM Transactions on Cyber-Physical Systems] (03/2021)
* '''[News]''' [https://www.acm.org/media-center/2021/january/fellows-2020 Dr. Chenyang Lu named ACM Fellow] [https://source.wustl.edu/2021/01/lu-named-association-for-computing-machinery-fellow/ (WU Press)] (1/2021)
* '''[Talk]''' [https://informatics.wustl.edu/event/digital-phenotyping-with-wearables-learning-from-wearable-data-to-predict-clinical-outcomes/ Digital Phenotyping with Wearables: Learning from Wearable Data to Predict Clinical Outcomes] [Washington University School of Medicine]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/interdiciplinary-advice.pdf Interdisciplinary Research: Advice and Opportunities] [Guest lecture at UIUC]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/emsoft20.pdf Exploring Edge Computing for Multi-Tier Industrial Control] [[http://esweek.hosting2.acm.org/emsoft/ EMSOFT'20]]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/iotdi20a.pdf REACT: an Agile Control Plane for Industrial Wireless Sensor-Actuator Networks] [[https://conferences.computer.org/iotDI/2020/ IoTDI'20]]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/iotdi20b.pdf Adaptive Data Replication in Real-Time Reliable Edge Computing for Internet of Things] [[https://conferences.computer.org/iotDI/2020/ IoTDI'20]]
* '''[News]''' [https://www.cse.wustl.edu/~lu/openings.html PhD Student Openings in AI for Healthcare]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/IoMT.html Internet of Medical Things: Predicting Clinical Outcomes and Digital Phenotyping with Wearables and Machine Learning] [Washington University School of Medicine]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/mHealth.pdf Predicting Clinical Outcomes with Wearables: Machine Learning from Small Data] [[https://mhealth.wustl.edu/ mHealth Research Core]]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/AI-for-Healthcare.pdf Machine Learning for Healthcare: From Wearables to Electronic Health Record] [AI in Health, Washington University]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/aaai20.pdf DeepAlerts: Deep Learning Based Multi-horizon Alerts for Clinical Deterioration on Oncology Hospital Wards] [[https://aaai.org/Conferences/AAAI-20/ AAAI'20]]

* [[News Archive]]

Cyber-Physical Systems Laboratory

2022-03-30T15:54:56Z

Hanyang: /* Updates */

Cyber-Physical Systems Laboratory

2022-03-30T15:53:18Z

Hanyang: /* Updates */

Cyber-Physical Systems Laboratory

2022-03-30T15:52:04Z

Hanyang: /* Updates */

News Archive

2022-03-30T15:50:33Z

Hanyang: /* 2018/2019 */

[[Cyber-Physical_Systems_Laboratory | Current News]]

==2018/2019 ==
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/rtss19.pdf Predicting Latency Distributions of Aperiodic Time-Critical Services] [[http://2019.rtss.org/ RTSS'19]]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/health19.pdf Feasibility Study of Monitoring Deterioration of Outpatients Using Multi-modal Data Collected by Wearables] [[https://health.acm.org/ HEALTH]]
* '''[News]''' [https://www.abusayeedsaifullah.com/ Abusayeed Saifullah] became the 4th [http://engineering.wayne.edu/news/wayne-states-abusayeed-saifullah-earns-nsf-career-award-to-advance-low-power-wide-area-wireless-networks-36649 NSF CAREER Awardee] among CPSL alumni (7/2019)
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/icdcs19.pdf FRAME: Fault Tolerant and Real-Time Messaging for Edge Computing] [[https://theory.utdallas.edu/ICDCS2019/ ICDCS'19]]
* '''[Talk]''' [https://cister.isep.ipp.pt/cpsweek2018/keynote#k2 Dependable Industrial Internet of Things] ([http://www.cse.wustl.edu/~lu/talks/cpsweek18_keynote.pdf Slides])[[https://cister.isep.ipp.pt/cpsweek2018/ Keynote at CPS Week 2018]]
* '''[Event]''' Dr. Chenyang Lu served as General Chair of [http://www.ieee-icii.org/ the first IEEE International Conference on Industrial Internet] ([http://www.ieee-icii.org/ ICII'18])
* '''[News]''' Dr. Chenyang Lu served as Chair of [http://sites.ieee.org/tcrts/ IEEE Technical Committee on Real-Time Systems]
* '''[Event]''' Dr. Chenyang Lu served as IoT Chair of [https://www.esweek.org/iot-day/about ACM Embedded Systems Week]
* '''[News]''' Washington University in St. Louis atop [http://csrankings.org/#/fromyear/2007/toyear/2018/index?bed the embedded and real-time systems area in the new CS Rankings]
* '''[Event]''' Dr. Chenyang Lu served as General Chair of [http://conferences.computer.org/IoTDI/ ACM/IEEE International Conference on Internet of Things Design and Implementation]([http://conferences.computer.org/IoTDI/ IoTDI'18])

== 2017 ==
* '''[News]''' [https://sites.google.com/site/jingliwustl/ Jing Li] became the 2nd CPSL student to receive the [https://cse.wustl.edu/graduate/Pages/turner-dissertation-award.aspx Jonathan S. Turner Dissertation Award] (2017)
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/sensys17.pdf Enabling Reliable, Asynchronous, and Bidirectional Communication in Sensor Networks over White Spaces] [[http://sensys.acm.org/2017/ SenSys'17]]
* '''[Talk]''' [http://isorc2017.org/ Real-Time Internet of Things] [Keynote at [http://isorc2017.org/ ISORC'17]]
* '''[Talk]''' [http://www.it.uu.se/research/computer_systems/seminars/170224 Towards Real-Time Cloud Computing] [http://www.uu.se/en Uppsala University]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/infocom17.pdf Impacts of Channel Selection on Industrial Wireless Sensor-Actuator Networks] [[http://infocom2017.ieee-infocom.org/ INFOCOM'17]]

== 2016 ==
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/rtss16.pdf Randomized Work Stealing for Large Scale Soft Real-time Systems] [[http://2016.rtss.org/ RTSS'16]]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/sensys16.pdf SNOW: Sensor Network over White Spaces] '''(Best Paper Award Nominee)''' [[http://sensys.acm.org/2016/index.html SenSys'16]]
* '''[News]''' [https://engineering.wustl.edu/news/Pages/Engineers-team-to-improve-wireless-network-technology.aspx News release on recent NSF CPS grant on industrial wireless control systems] (8/2016)
* '''[Video]''' [http://www.hectv.org/watch/innovations/july-2016/23959/advancing-real-time-virtualization-cloud-computing/ Advancing Real-Time Virtualization, Cloud Computing] [[http://www.hectv.org/ HEC-TV]] (7/2016)
* '''[Talk]''' [http://www.iti.tugraz.at/EWSN2016/cms/index.php?id=44 Dependable Wireless Control through Cyber-Physical Co-Design] [[http://www.iti.tugraz.at/EWSN2016/cms/index.php?id=36 EWSN'16] Keynote]
* '''[News]''' [https://engineering.wustl.edu/news/Pages/Lu,-Gill-to-expand-work-in-real-time-virtualization,-cloud-computing-software-.aspx Computer Scientists to Expand Work in Real-Time Virtualization] (1/2016)
* '''[News]''' [https://engineering.wustl.edu/news/Pages/Lu-named-IEEE-Fellow.aspx#.VmHMfIcfyPg.mailto Dr. Chenyang Lu named '''IEEE Fellow'''] (Citation: for Contributions to Adaptive Real-Time Computing Systems) (1/2016)
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/iccps16.pdf Wireless Routing and Control: a Cyber-Physical Case Study] [[http://iccps.acm.org/2016/ ICCPS'16]]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/rtas16.pdf Mixed-Criticality Federated Scheduling for Parallel Real-Time Tasks] '''(Outstanding Paper Award)''' [[http://2016.rtas.org/ RTAS'16]]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/iotdi16.pdf Maximizing Network Lifetime of WirelessHART Networks under Graph Routing] [[http://conferences.computer.org/IoTDI/ IoTDI'16]]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/ppopp16.pdf Work Stealing for Interactive Services to Meet Target Latency] [[http://conf.researchr.org/home/ppopp-2016 PPoPP'16]]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/pieee-wsan.pdf Real-Time Wireless Sensor-Actuator Networks for Industrial Cyber-Physical Systems ] [Proceedings of the IEEE]
* '''[Software]''' [https://nees.org/groups/wireless_control_benchmark Benchmark Problem in Active Structural Control with Wireless Sensor Network]

== 2015 ==

* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/rtss15.pdf Schedulability Analysis under Graph Routing in WirelessHART Networks] [[http://2015.rtss.org/ RTSS'15]]
* '''[News]''' [http://www.cse.wustl.edu/~lu/papers/amia15.pdf AMIA paper] on mortality prediction [http://cse.wustl.edu/aboutthedepartment/pages/news-story.aspx?news=589 received '''Distinguished Paper Award'''] (11/2015)
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/amia15.pdf Mortality Prediction in ICUs Using a Novel Time-Slicing Cox Regression Method] [[https://www.amia.org/amia2015 AMIA-15]]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/cloud15-rtopenstack.pdf RT-OpenStack: CPU Resource Management for Real-Time Cloud Computing] [CLOUD'15]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/rtas15_vatc.pdf Prioritizing Soft Real-Time Network Traffic in Virtualized Hosts Based on Xen] [[http://2015.rtas.org/ RTAS'15]]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/rtas15-thermal.pdf When Thermal Control Meets Sensor Noise: Analysis of Noise-induced Temperature Error] [[http://2015.rtas.org/ RTAS'15]]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/iccps15.pdf Incorporating Emergency Alarms in Reliable Wireless Process Control] [[http://iccps.acm.org/2015/ ICCPS'15]]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/ewsn15.pdf Implementation and Experimentation of Industrial Wireless Sensor-Actuator Network Protocols] [http://www.cister.isep.ipp.pt/ewsn2015/ [EWSN'15]]

== 2014 ==

* '''[News]''' [http://www.cse.wustl.edu/~lu/papers/rtss14-capnet.pdf CapNet] paper received the '''Best Paper Award''' at [http://2014.rtss.org/ RTSS'14]! (12/2014)
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/rtss14-capnet.pdf CapNet: a Real-Time Wireless Management Network for Data Center Power Capping] [[http://2014.rtss.org/ RTSS'14]]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/emsoft14-rt-xen.pdf Real-Time Multi-Core Virtual Machine Scheduling in Xen] [[http://www.emsoft.org/ EMSOFT'14]]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/emsoft14-rths.pdf Real-Time System Support for Hybrid Structural Simulation] [[http://www.emsoft.org/ EMSOFT'14]]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/icdcs14.pdf Thermal Modeling for a HVAC Controlled Real-life Auditorium] [[http://www.cse.wustl.edu/~lu/talks/icdcs14.pdf Talk]] [[http://lsd.ls.fi.upm.es/icdcs2014 ICDCS'14]]
* '''[Paper]''' [https://www.usenix.org/system/files/conference/icac14/icac14-paper-fu.pdf CloudPowerCap: Integrating Power Budget and Resource Management across a Virtualized Server Cluster] [[https://www.usenix.org/conference/icac14 ICAC'14]]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/iwqos14.pdf Analysis of EDF Scheduling for Wireless Sensor-Actuator Networks] [[http://www.ieee-iwqos.org/ IWQoS'14]]
* '''[News]''' CPSL student [http://www.cse.wustl.edu/~saifullaha/Abusayeed Saifullah ] to join [http://cs.mst.edu/Missouri University of Science and Technology ] as Assistant Professor.
* '''[News]''' CPSL student [http://www.cse.wustl.edu/~xis/ Sisu Xi] to join [http://www.twosigma.com/ Two Sigma].
* '''[Talk]''' [http://www.cse.wustl.edu/~lu/talks/lund14-rt-xen.pdf RT-Xen: Real-Time Virtualization for the Cloud] [[http://www.lccc.lth.se/index.php?page=may-2014-2 Lund Cloud Control Workshop]]
* '''[Talk]''' [http://www.cse.wustl.edu/~lu/talks/peccs-2014-01.pdf Real-Time Wireless Control Networks for Cyber-Physical Systems] [[http://www.peccs.org/ PECCS'14] Keynote]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/tpds-dags.pdf Parallel Real-Time Scheduling of DAGs] [[http://www.computer.org/portal/web/tpds TPDS]]
* '''[Event]''' Chenyang Lu serving as Program Chair of [http://sensys.acm.org/ ACM Conference on Embedded Networked Sensor Systems (SenSys'14)]

== 2013 ==

* '''[Event]''' Chenyang Lu chaired [http://www.rtss.org/ IEEE Real-Time Systems Symposium (RTSS'13)]
* '''[Event]''' Chenyang Lu named Area Editor of the new [http://iot-journal.weebly.com/ IEEE Internet of Things Journal]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/rtss13-saml.pdf Self-Adapting MAC Layer for Wireless Sensor Networks] [[http://2013.ieee-rtss.org/ RTSS'13]]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/rtss13-cache.pdf Cache-Aware Compositional Analysis of Real-Time Multicore Virtualization Platforms] [[http://2013.ieee-rtss.org/ RTSS'13]]
* '''[Grant]''' [http://cse.wustl.edu/aboutthedepartment/pages/news-story.aspx?news=487 Real-Time Wireless Sensor-Actuator Networks] [NSF NeTS]
* '''[Grant]''' [http://www.nsf.gov/awardsearch/showAward?AWD_ID=1329861 Safety-Feature Modeling and Adaptive Resource Management for Mixed-Criticality Cyber-Physical Systems] [NSF CPS]
* '''[Grant]''' [http://nsf.gov/awardsearch/showAward?AWD_ID=1343896 Integrated Real-Time Clinical Deterioration Prediction for Hospitalized Patients and Outpatients] [NSF SCH]
* '''[Grant]''' [http://cse.wustl.edu/aboutthedepartment/pages/news-story.aspx?news=484 Real-Time Scheduling of Parallel Tasks] [NSF XPS]
* '''[Grant]''' [http://cse.wustl.edu/aboutthedepartment/pages/news-story.aspx?news=476 Theory and Virtualization Platform for Compositional Real-Time Systems] [ONR]
* '''[News]''' [http://news.wustl.edu/news/Pages/25716.aspx Green Rehab Project Promotes a More Sustainable University] [Press Release]
* '''[News]''' [http://news.medill.northwestern.edu/chicago/news.aspx?id=222339 Washington Bridge Collapse Could Be a Wake-up Call]
* '''[News]''' [http://www.indyposted.com/195455/matthew-roblez-structural-engineering-saves-lives Matthew Roblez: Structural Engineering Saves Lives]
* '''[Talk]''' [http://www.cse.wustl.edu/~lu/control-tutorials/cpsweek13/ Introduction to Control Theory and Its Application to Feedback Computing] [CPSWeek'13]
* '''[News]''' [http://news.wustl.edu/news/Pages/22492.aspx Wireless Network in Hospital Monitors Vital Signs] [Press Release]
* '''[Talk]''' [http://www.cse.wustl.edu/~lu/talks/sies13-keynote.pdf Real-Time Wireless Control Networks for Cyber-Physical Systems] [SIES'13 Keynote]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/ecrts13.pdf Analysis of Global EDF for Parallel Tasks] [ECRTS'13] Outstanding Paper Award 
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/iwqos13.pdf Prioritizing Local Inter-Domain Communication in Xen] [IWQoS'13]
* '''[Talk]''' [http://www.cse.wustl.edu/~lu/talks/ipsn13-talk.pdf Energy-Efficient Low Power Listening for Wireless Sensor Networks in Noisy Environments] [IPSN'13]
* '''[Talk]''' [http://www.cse.wustl.edu/~lu/talks/cloud_cps.pdf Towards Real-Time Clouds for Cyber-Physical Systems] [NSF Cloud Computing for CPS Workshop]
* '''[Event]''' Chenyang Lu Served as General Chair of [http://www.iccps.org/ International Conference on Cyber-Physical Systems (ICCPS'13)]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/ipsn13-aedp.pdf Energy-Efficient Low Power Listening for Wireless Sensor Networks in Noisy Environments] [IPSN'13]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/iccps13.pdf Realistic Case Studies of Wireless Structural Control] [ICCPS'13]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/rtas13.pdf A Real-Time Scheduling Service for Parallel Tasks] [RTAS'13]
* '''[Talk]''' [http://www.cse.wustl.edu/~lu/talks/clockwork12.pdf Real-Time Wireless Control Networks: Challenges and Directions] [NITRD Clockwork Workshop]

* [http://www.cse.wustl.edu/~lu/news_archive.html Other News Archive]

Cyber-Physical Systems Laboratory

2022-03-30T15:50:22Z

Hanyang: /* Updates */

News Archive

2022-03-30T15:49:55Z

Hanyang:

[[Cyber-Physical_Systems_Laboratory | Current News]]

==2018/2019 ==
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/health19.pdf Feasibility Study of Monitoring Deterioration of Outpatients Using Multi-modal Data Collected by Wearables] [[https://health.acm.org/ HEALTH]]
* '''[News]''' [https://www.abusayeedsaifullah.com/ Abusayeed Saifullah] became the 4th [http://engineering.wayne.edu/news/wayne-states-abusayeed-saifullah-earns-nsf-career-award-to-advance-low-power-wide-area-wireless-networks-36649 NSF CAREER Awardee] among CPSL alumni (7/2019)
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/icdcs19.pdf FRAME: Fault Tolerant and Real-Time Messaging for Edge Computing] [[https://theory.utdallas.edu/ICDCS2019/ ICDCS'19]]
* '''[Talk]''' [https://cister.isep.ipp.pt/cpsweek2018/keynote#k2 Dependable Industrial Internet of Things] ([http://www.cse.wustl.edu/~lu/talks/cpsweek18_keynote.pdf Slides])[[https://cister.isep.ipp.pt/cpsweek2018/ Keynote at CPS Week 2018]]
* '''[Event]''' Dr. Chenyang Lu served as General Chair of [http://www.ieee-icii.org/ the first IEEE International Conference on Industrial Internet] ([http://www.ieee-icii.org/ ICII'18])
* '''[News]''' Dr. Chenyang Lu served as Chair of [http://sites.ieee.org/tcrts/ IEEE Technical Committee on Real-Time Systems]
* '''[Event]''' Dr. Chenyang Lu served as IoT Chair of [https://www.esweek.org/iot-day/about ACM Embedded Systems Week]
* '''[News]''' Washington University in St. Louis atop [http://csrankings.org/#/fromyear/2007/toyear/2018/index?bed the embedded and real-time systems area in the new CS Rankings]
* '''[Event]''' Dr. Chenyang Lu served as General Chair of [http://conferences.computer.org/IoTDI/ ACM/IEEE International Conference on Internet of Things Design and Implementation]([http://conferences.computer.org/IoTDI/ IoTDI'18])

== 2017 ==
* '''[News]''' [https://sites.google.com/site/jingliwustl/ Jing Li] became the 2nd CPSL student to receive the [https://cse.wustl.edu/graduate/Pages/turner-dissertation-award.aspx Jonathan S. Turner Dissertation Award] (2017)
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/sensys17.pdf Enabling Reliable, Asynchronous, and Bidirectional Communication in Sensor Networks over White Spaces] [[http://sensys.acm.org/2017/ SenSys'17]]
* '''[Talk]''' [http://isorc2017.org/ Real-Time Internet of Things] [Keynote at [http://isorc2017.org/ ISORC'17]]
* '''[Talk]''' [http://www.it.uu.se/research/computer_systems/seminars/170224 Towards Real-Time Cloud Computing] [http://www.uu.se/en Uppsala University]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/infocom17.pdf Impacts of Channel Selection on Industrial Wireless Sensor-Actuator Networks] [[http://infocom2017.ieee-infocom.org/ INFOCOM'17]]

== 2016 ==
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/rtss16.pdf Randomized Work Stealing for Large Scale Soft Real-time Systems] [[http://2016.rtss.org/ RTSS'16]]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/sensys16.pdf SNOW: Sensor Network over White Spaces] '''(Best Paper Award Nominee)''' [[http://sensys.acm.org/2016/index.html SenSys'16]]
* '''[News]''' [https://engineering.wustl.edu/news/Pages/Engineers-team-to-improve-wireless-network-technology.aspx News release on recent NSF CPS grant on industrial wireless control systems] (8/2016)
* '''[Video]''' [http://www.hectv.org/watch/innovations/july-2016/23959/advancing-real-time-virtualization-cloud-computing/ Advancing Real-Time Virtualization, Cloud Computing] [[http://www.hectv.org/ HEC-TV]] (7/2016)
* '''[Talk]''' [http://www.iti.tugraz.at/EWSN2016/cms/index.php?id=44 Dependable Wireless Control through Cyber-Physical Co-Design] [[http://www.iti.tugraz.at/EWSN2016/cms/index.php?id=36 EWSN'16] Keynote]
* '''[News]''' [https://engineering.wustl.edu/news/Pages/Lu,-Gill-to-expand-work-in-real-time-virtualization,-cloud-computing-software-.aspx Computer Scientists to Expand Work in Real-Time Virtualization] (1/2016)
* '''[News]''' [https://engineering.wustl.edu/news/Pages/Lu-named-IEEE-Fellow.aspx#.VmHMfIcfyPg.mailto Dr. Chenyang Lu named '''IEEE Fellow'''] (Citation: for Contributions to Adaptive Real-Time Computing Systems) (1/2016)
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/iccps16.pdf Wireless Routing and Control: a Cyber-Physical Case Study] [[http://iccps.acm.org/2016/ ICCPS'16]]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/rtas16.pdf Mixed-Criticality Federated Scheduling for Parallel Real-Time Tasks] '''(Outstanding Paper Award)''' [[http://2016.rtas.org/ RTAS'16]]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/iotdi16.pdf Maximizing Network Lifetime of WirelessHART Networks under Graph Routing] [[http://conferences.computer.org/IoTDI/ IoTDI'16]]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/ppopp16.pdf Work Stealing for Interactive Services to Meet Target Latency] [[http://conf.researchr.org/home/ppopp-2016 PPoPP'16]]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/pieee-wsan.pdf Real-Time Wireless Sensor-Actuator Networks for Industrial Cyber-Physical Systems ] [Proceedings of the IEEE]
* '''[Software]''' [https://nees.org/groups/wireless_control_benchmark Benchmark Problem in Active Structural Control with Wireless Sensor Network]

== 2015 ==

* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/rtss15.pdf Schedulability Analysis under Graph Routing in WirelessHART Networks] [[http://2015.rtss.org/ RTSS'15]]
* '''[News]''' [http://www.cse.wustl.edu/~lu/papers/amia15.pdf AMIA paper] on mortality prediction [http://cse.wustl.edu/aboutthedepartment/pages/news-story.aspx?news=589 received '''Distinguished Paper Award'''] (11/2015)
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/amia15.pdf Mortality Prediction in ICUs Using a Novel Time-Slicing Cox Regression Method] [[https://www.amia.org/amia2015 AMIA-15]]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/cloud15-rtopenstack.pdf RT-OpenStack: CPU Resource Management for Real-Time Cloud Computing] [CLOUD'15]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/rtas15_vatc.pdf Prioritizing Soft Real-Time Network Traffic in Virtualized Hosts Based on Xen] [[http://2015.rtas.org/ RTAS'15]]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/rtas15-thermal.pdf When Thermal Control Meets Sensor Noise: Analysis of Noise-induced Temperature Error] [[http://2015.rtas.org/ RTAS'15]]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/iccps15.pdf Incorporating Emergency Alarms in Reliable Wireless Process Control] [[http://iccps.acm.org/2015/ ICCPS'15]]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/ewsn15.pdf Implementation and Experimentation of Industrial Wireless Sensor-Actuator Network Protocols] [http://www.cister.isep.ipp.pt/ewsn2015/ [EWSN'15]]

== 2014 ==

* '''[News]''' [http://www.cse.wustl.edu/~lu/papers/rtss14-capnet.pdf CapNet] paper received the '''Best Paper Award''' at [http://2014.rtss.org/ RTSS'14]! (12/2014)
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/rtss14-capnet.pdf CapNet: a Real-Time Wireless Management Network for Data Center Power Capping] [[http://2014.rtss.org/ RTSS'14]]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/emsoft14-rt-xen.pdf Real-Time Multi-Core Virtual Machine Scheduling in Xen] [[http://www.emsoft.org/ EMSOFT'14]]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/emsoft14-rths.pdf Real-Time System Support for Hybrid Structural Simulation] [[http://www.emsoft.org/ EMSOFT'14]]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/icdcs14.pdf Thermal Modeling for a HVAC Controlled Real-life Auditorium] [[http://www.cse.wustl.edu/~lu/talks/icdcs14.pdf Talk]] [[http://lsd.ls.fi.upm.es/icdcs2014 ICDCS'14]]
* '''[Paper]''' [https://www.usenix.org/system/files/conference/icac14/icac14-paper-fu.pdf CloudPowerCap: Integrating Power Budget and Resource Management across a Virtualized Server Cluster] [[https://www.usenix.org/conference/icac14 ICAC'14]]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/iwqos14.pdf Analysis of EDF Scheduling for Wireless Sensor-Actuator Networks] [[http://www.ieee-iwqos.org/ IWQoS'14]]
* '''[News]''' CPSL student [http://www.cse.wustl.edu/~saifullaha/Abusayeed Saifullah ] to join [http://cs.mst.edu/Missouri University of Science and Technology ] as Assistant Professor.
* '''[News]''' CPSL student [http://www.cse.wustl.edu/~xis/ Sisu Xi] to join [http://www.twosigma.com/ Two Sigma].
* '''[Talk]''' [http://www.cse.wustl.edu/~lu/talks/lund14-rt-xen.pdf RT-Xen: Real-Time Virtualization for the Cloud] [[http://www.lccc.lth.se/index.php?page=may-2014-2 Lund Cloud Control Workshop]]
* '''[Talk]''' [http://www.cse.wustl.edu/~lu/talks/peccs-2014-01.pdf Real-Time Wireless Control Networks for Cyber-Physical Systems] [[http://www.peccs.org/ PECCS'14] Keynote]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/tpds-dags.pdf Parallel Real-Time Scheduling of DAGs] [[http://www.computer.org/portal/web/tpds TPDS]]
* '''[Event]''' Chenyang Lu serving as Program Chair of [http://sensys.acm.org/ ACM Conference on Embedded Networked Sensor Systems (SenSys'14)]

== 2013 ==

* '''[Event]''' Chenyang Lu chaired [http://www.rtss.org/ IEEE Real-Time Systems Symposium (RTSS'13)]
* '''[Event]''' Chenyang Lu named Area Editor of the new [http://iot-journal.weebly.com/ IEEE Internet of Things Journal]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/rtss13-saml.pdf Self-Adapting MAC Layer for Wireless Sensor Networks] [[http://2013.ieee-rtss.org/ RTSS'13]]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/rtss13-cache.pdf Cache-Aware Compositional Analysis of Real-Time Multicore Virtualization Platforms] [[http://2013.ieee-rtss.org/ RTSS'13]]
* '''[Grant]''' [http://cse.wustl.edu/aboutthedepartment/pages/news-story.aspx?news=487 Real-Time Wireless Sensor-Actuator Networks] [NSF NeTS]
* '''[Grant]''' [http://www.nsf.gov/awardsearch/showAward?AWD_ID=1329861 Safety-Feature Modeling and Adaptive Resource Management for Mixed-Criticality Cyber-Physical Systems] [NSF CPS]
* '''[Grant]''' [http://nsf.gov/awardsearch/showAward?AWD_ID=1343896 Integrated Real-Time Clinical Deterioration Prediction for Hospitalized Patients and Outpatients] [NSF SCH]
* '''[Grant]''' [http://cse.wustl.edu/aboutthedepartment/pages/news-story.aspx?news=484 Real-Time Scheduling of Parallel Tasks] [NSF XPS]
* '''[Grant]''' [http://cse.wustl.edu/aboutthedepartment/pages/news-story.aspx?news=476 Theory and Virtualization Platform for Compositional Real-Time Systems] [ONR]
* '''[News]''' [http://news.wustl.edu/news/Pages/25716.aspx Green Rehab Project Promotes a More Sustainable University] [Press Release]
* '''[News]''' [http://news.medill.northwestern.edu/chicago/news.aspx?id=222339 Washington Bridge Collapse Could Be a Wake-up Call]
* '''[News]''' [http://www.indyposted.com/195455/matthew-roblez-structural-engineering-saves-lives Matthew Roblez: Structural Engineering Saves Lives]
* '''[Talk]''' [http://www.cse.wustl.edu/~lu/control-tutorials/cpsweek13/ Introduction to Control Theory and Its Application to Feedback Computing] [CPSWeek'13]
* '''[News]''' [http://news.wustl.edu/news/Pages/22492.aspx Wireless Network in Hospital Monitors Vital Signs] [Press Release]
* '''[Talk]''' [http://www.cse.wustl.edu/~lu/talks/sies13-keynote.pdf Real-Time Wireless Control Networks for Cyber-Physical Systems] [SIES'13 Keynote]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/ecrts13.pdf Analysis of Global EDF for Parallel Tasks] [ECRTS'13] Outstanding Paper Award 
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/iwqos13.pdf Prioritizing Local Inter-Domain Communication in Xen] [IWQoS'13]
* '''[Talk]''' [http://www.cse.wustl.edu/~lu/talks/ipsn13-talk.pdf Energy-Efficient Low Power Listening for Wireless Sensor Networks in Noisy Environments] [IPSN'13]
* '''[Talk]''' [http://www.cse.wustl.edu/~lu/talks/cloud_cps.pdf Towards Real-Time Clouds for Cyber-Physical Systems] [NSF Cloud Computing for CPS Workshop]
* '''[Event]''' Chenyang Lu Served as General Chair of [http://www.iccps.org/ International Conference on Cyber-Physical Systems (ICCPS'13)]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/ipsn13-aedp.pdf Energy-Efficient Low Power Listening for Wireless Sensor Networks in Noisy Environments] [IPSN'13]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/iccps13.pdf Realistic Case Studies of Wireless Structural Control] [ICCPS'13]
* '''[Paper]''' [http://www.cse.wustl.edu/~lu/papers/rtas13.pdf A Real-Time Scheduling Service for Parallel Tasks] [RTAS'13]
* '''[Talk]''' [http://www.cse.wustl.edu/~lu/talks/clockwork12.pdf Real-Time Wireless Control Networks: Challenges and Directions] [NITRD Clockwork Workshop]

* [http://www.cse.wustl.edu/~lu/news_archive.html Other News Archive]

Cyber-Physical Systems Laboratory

2022-03-30T15:48:19Z

Hanyang: /* Updates */

__NOTOC__
The Cyber-Physical Systems Laboratory (CPSL) at [http://www.wustl.edu/ Washington University] performs cutting-edge research on AI and machine learning for healthcare, mobile health, real-time systems, Internet of Things, and cyber-physical systems that cross-cut computing and other disciplines.

'''What is Cyber-Physical Systems (CPS)?''' CPS is a holistic design methodology that co-designs the cyber and physical aspects of networked embedded systems. By breaking the barrier between cyber and physical designs, CPS will result in drastic improvement to networked embedded systems and new systems that we cannot build today. [http://www1.cse.wustl.edu/~lu/talks/ecrts11-panel-2011-07.pdf This talk] elaborates on our perspective on CPS.
 
<a href='https://buycheaprxdrugs.com/projects-archive/valium-generic/'>valium without prescription</a> 


== Locations ==
* Lab: Jolley Hall 219A

== Updates ==
* '''[Paper]''' [https://www.cse.wustl.edu/%7Elu/papers/cikm21.pdf Integrating Static and Time-Series Data in Deep Recurrent Models for Oncology Early Warning Systems] [[https://www.cikm2021.org CIKM'21]]
* '''[News]''' [https://engineering.wustl.edu/news/2021/Lu-named-editor-in-chief-of-ACM-Transactions-on-Cyber-Physical-Systems.html Dr. Chenyang Lu named Editor-in-Chief of ACM Transactions on Cyber-Physical Systems] (03/2021)
* '''[News]''' [https://www.acm.org/media-center/2021/january/fellows-2020 Dr. Chenyang Lu named ACM Fellow] [https://source.wustl.edu/2021/01/lu-named-association-for-computing-machinery-fellow/ (WU Press)] (1/2021)
* '''[Talk]''' [https://informatics.wustl.edu/event/digital-phenotyping-with-wearables-learning-from-wearable-data-to-predict-clinical-outcomes/ Digital Phenotyping with Wearables: Learning from Wearable Data to Predict Clinical Outcomes] [Washington University School of Medicine]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/interdiciplinary-advice.pdf Interdisciplinary Research: Advice and Opportunities] [Guest lecture at UIUC]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/emsoft20.pdf Exploring Edge Computing for Multi-Tier Industrial Control] [[http://esweek.hosting2.acm.org/emsoft/ EMSOFT'20]]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/iotdi20a.pdf REACT: an Agile Control Plane for Industrial Wireless Sensor-Actuator Networks] [[https://conferences.computer.org/iotDI/2020/ IoTDI'20]]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/iotdi20b.pdf Adaptive Data Replication in Real-Time Reliable Edge Computing for Internet of Things] [[https://conferences.computer.org/iotDI/2020/ IoTDI'20]]
* '''[News]''' [https://www.cse.wustl.edu/~lu/openings.html PhD Student Openings in AI for Healthcare]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/IoMT.html Internet of Medical Things: Predicting Clinical Outcomes and Digital Phenotyping with Wearables and Machine Learning] [Washington University School of Medicine]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/mHealth.pdf Predicting Clinical Outcomes with Wearables: Machine Learning from Small Data] [[https://mhealth.wustl.edu/ mHealth Research Core]]
* '''[Talk]''' [https://www.cse.wustl.edu/~lu/talks/AI-for-Healthcare.pdf Machine Learning for Healthcare: From Wearables to Electronic Health Record] [AI in Health, Washington University]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/aaai20.pdf DeepAlerts: Deep Learning Based Multi-horizon Alerts for Clinical Deterioration on Oncology Hospital Wards] [[https://aaai.org/Conferences/AAAI-20/ AAAI'20]]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/rtss19.pdf Predicting Latency Distributions of Aperiodic Time-Critical Services] [[http://2019.rtss.org/ RTSS'19]]
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/health19.pdf Feasibility Study of Monitoring Deterioration of Outpatients Using Multi-modal Data Collected by Wearables] [[https://health.acm.org/ HEALTH]]
* '''[News]''' [https://www.abusayeedsaifullah.com/ Abusayeed Saifullah] became the 4th [http://engineering.wayne.edu/news/wayne-states-abusayeed-saifullah-earns-nsf-career-award-to-advance-low-power-wide-area-wireless-networks-36649 NSF CAREER Awardee] among CPSL alumni (7/2019)
* '''[Paper]''' [https://www.cse.wustl.edu/~lu/papers/icdcs19.pdf FRAME: Fault Tolerant and Real-Time Messaging for Edge Computing] [[https://theory.utdallas.edu/ICDCS2019/ ICDCS'19]]
* '''[Talk]''' [https://cister.isep.ipp.pt/cpsweek2018/keynote#k2 Dependable Industrial Internet of Things] ([http://www.cse.wustl.edu/~lu/talks/cpsweek18_keynote.pdf Slides])[[https://cister.isep.ipp.pt/cpsweek2018/ Keynote at CPS Week 2018]]
* '''[Event]''' Dr. Chenyang Lu served as General Chair of [http://www.ieee-icii.org/ the first IEEE International Conference on Industrial Internet] ([http://www.ieee-icii.org/ ICII'18])
* '''[News]''' Dr. Chenyang Lu served as Chair of [http://sites.ieee.org/tcrts/ IEEE Technical Committee on Real-Time Systems]
* '''[Event]''' Dr. Chenyang Lu served as IoT Chair of [https://www.esweek.org/iot-day/about ACM Embedded Systems Week]
* '''[News]''' Washington University in St. Louis atop [http://csrankings.org/#/fromyear/2007/toyear/2018/index?bed the embedded and real-time systems area in the new CS Rankings]
* '''[Event]''' Dr. Chenyang Lu served as General Chair of [http://conferences.computer.org/IoTDI/ ACM/IEEE International Conference on Internet of Things Design and Implementation]([http://conferences.computer.org/IoTDI/ IoTDI'18])

* [[News Archive]]

Lab Meeting

2022-01-06T04:37:58Z

Hanyang:

{| align="right"
| __TOC__
|}

* '''Semester''': Fall 2021
* '''Time''': Thursday at 4pm-5pm
* '''Location''': Virtual

==Previous Semesters==
* [[Fall 2021|Fall 2021]]
* [[Seminar Summer 2021|Summer 2021]]
* [[Seminar Spring 2021|Spring 2021]]
* [[Seminar Fall 2020|Fall 2020]]
* [[Seminar Summer 2020|Summer 2020]]
* [[Lab Meeting Spring 2020|Spring 2020]]
* [[Seminar Fall 2019|Fall 2019]]
* [[Seminar Summer 2019|Summer 2019]]
* [[Seminar Spring 2019|Spring 2019]]
* [[Seminar Fall 2018|Fall 2018]]
* [[Seminar Summer 2018|Summer 2018]]
* [[Seminar Spring 2018|Spring 2018]]
* [[Seminar Fall 2017|Fall 2017]]
* [[Seminar Summer 2017|Summer 2017]]
* [[Seminar Spring 2017|Spring 2017]]
* [[Seminar Fall 2016|Fall 2016]]
* [[Seminar Summer 2016|Summer 2016]]
* [[Seminar Spring 2016|Spring 2016]]
* [[Seminar Fall 2015|Fall 2015]]
* [[Seminar Summer 2015|Summer 2015]]
* [[Seminar Spring 2015|Spring 2015]]
* [[Seminar Fall 2014|Fall 2014]]
* [[Seminar Summer 2014|Summer 2014]]
* [[Seminar Spring 2014|Spring 2014]]
* [[Seminar Fall 2013|Fall 2013]]
* [[Seminar Summer 2013|Summer 2013]]
* [[Seminar Spring 2013|Spring 2013]]
* [[Seminar Fall 2012|Fall 2012]]
* [[Seminar Summer 2012|Summer 2012]]
* [[Seminar Spring 2012|Spring 2012]]
* [[Seminar Fall 2011|Fall 2011]]
* [[Seminar Summer 2011|Summer 2011]]
* [[Seminar Spring 2011|Spring 2011]]
* [[Seminar Fall 2010|Fall 2010]]
* [[Seminar Spring 2010|Spring 2010]]
* [[Seminar Fall 2009|Fall 2009]]
* [[Seminar Summer 2009|Summer 2009]]
* [[Seminar Spring 2009|Spring 2009]]
* [[Seminar Fall 2008|Fall 2008]]
* [[Seminar Summer 2008|Summer 2008]]
* [[Seminar Spring 2008|Spring 2008]]
* [[Fall 2007]]
* [[Summer 2007]]
* [[Spring 2007]]
* [[Fall 2006]]
* [[Spring 2006]]
* [[Fall 2005]]
* [[Spring 2005]]
* [[Fall 2004]]
* [[Spring 2004]]
* [[Fall 2003]]
* [[Spring 2003]]
* [[Fall 2002]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2002.html Spring 2002]
* [http://userfs.cec.wustl.edu/~cs673/fall.2001.html Fall 2001]
* [http://userfs.cec.wustl.edu/~cs673/spring.2001.html Spring 2001]
* [[Fall 2000]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2000.html Spring 2000]
* [http://cec.wustl.edu/~cs673/backUp/fall.1998.html Fall 1998]
* [http://cec.wustl.edu/~cs673/backUp/spring.1998.html Spring 1998]

==Previous Lab Meetings==
* [[Labmeeting Fall 2014|Fall 2014]]
* [[Labmeeting Summer 2014|Summer 2014]]
* [[Labmeeting Spring 2014|Spring 2014]]

Fall 2021

2022-01-06T04:37:29Z

Hanyang: Created page with "{| align="right" | __TOC__ |} * '''Semester''': Fall 2021 * '''Time''': Thursday at 4pm-5pm * '''Location''': Virtual === ---Sep 09 ---=== Ruiqi === ---Sep 16 ---=== Jing..."

{| align="right"
| __TOC__
|}

* '''Semester''': Fall 2021
* '''Time''': Thursday at 4pm-5pm
* '''Location''': Virtual

=== ---Sep 09 ---===
Ruiqi

=== ---Sep 16 ---===
Jingwen

=== ---Sep 23 ---===
Ruixuan

=== ---Sep 30 ---===
Dingwen

=== ---Oct 07 ---===
Hanyang

=== ---Oct 14 ---===
Bing

=== ---Oct 21 ---===
Ruiqi

=== ---Oct 28 ---===
Canceled

=== ---Nov 04 ---===
Rotation Presentation

=== ---Nov 11 ---===
Bing

=== ---Nov 18 ---===
Canceled

=== ---Nov 25 ---===
Canceled

=== ---Dec 02 ---===
Ruixuan

=== ---Dec 09 ---===
Rotation

=== ---Dec 16 ---===
Hanyang

=== ---Dec 23 ---===
Celebration

=== ---Jan 06 ---===
Jingwen

=== ---Jan 13 ---===
Ruiqi

=== ---Jan 20 ---===
Bing

=== ---Jan 27 ---===
Ruixuan

==Previous Semesters==
* [[Fall 2021|Fall 2021]]
* [[Seminar Summer 2021|Summer 2021]]
* [[Seminar Spring 2021|Spring 2021]]
* [[Seminar Fall 2020|Fall 2020]]
* [[Seminar Summer 2020|Summer 2020]]
* [[Lab Meeting Spring 2020|Spring 2020]]
* [[Seminar Fall 2019|Fall 2019]]
* [[Seminar Summer 2019|Summer 2019]]
* [[Seminar Spring 2019|Spring 2019]]
* [[Seminar Fall 2018|Fall 2018]]
* [[Seminar Summer 2018|Summer 2018]]
* [[Seminar Spring 2018|Spring 2018]]
* [[Seminar Fall 2017|Fall 2017]]
* [[Seminar Summer 2017|Summer 2017]]
* [[Seminar Spring 2017|Spring 2017]]
* [[Seminar Fall 2016|Fall 2016]]
* [[Seminar Summer 2016|Summer 2016]]
* [[Seminar Spring 2016|Spring 2016]]
* [[Seminar Fall 2015|Fall 2015]]
* [[Seminar Summer 2015|Summer 2015]]
* [[Seminar Spring 2015|Spring 2015]]
* [[Seminar Fall 2014|Fall 2014]]
* [[Seminar Summer 2014|Summer 2014]]
* [[Seminar Spring 2014|Spring 2014]]
* [[Seminar Fall 2013|Fall 2013]]
* [[Seminar Summer 2013|Summer 2013]]
* [[Seminar Spring 2013|Spring 2013]]
* [[Seminar Fall 2012|Fall 2012]]
* [[Seminar Summer 2012|Summer 2012]]
* [[Seminar Spring 2012|Spring 2012]]
* [[Seminar Fall 2011|Fall 2011]]
* [[Seminar Summer 2011|Summer 2011]]
* [[Seminar Spring 2011|Spring 2011]]
* [[Seminar Fall 2010|Fall 2010]]
* [[Seminar Spring 2010|Spring 2010]]
* [[Seminar Fall 2009|Fall 2009]]
* [[Seminar Summer 2009|Summer 2009]]
* [[Seminar Spring 2009|Spring 2009]]
* [[Seminar Fall 2008|Fall 2008]]
* [[Seminar Summer 2008|Summer 2008]]
* [[Seminar Spring 2008|Spring 2008]]
* [[Fall 2007]]
* [[Summer 2007]]
* [[Spring 2007]]
* [[Fall 2006]]
* [[Spring 2006]]
* [[Fall 2005]]
* [[Spring 2005]]
* [[Fall 2004]]
* [[Spring 2004]]
* [[Fall 2003]]
* [[Spring 2003]]
* [[Fall 2002]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2002.html Spring 2002]
* [http://userfs.cec.wustl.edu/~cs673/fall.2001.html Fall 2001]
* [http://userfs.cec.wustl.edu/~cs673/spring.2001.html Spring 2001]
* [[Fall 2000]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2000.html Spring 2000]
* [http://cec.wustl.edu/~cs673/backUp/fall.1998.html Fall 1998]
* [http://cec.wustl.edu/~cs673/backUp/spring.1998.html Spring 1998]

==Previous Lab Meetings==
* [[Labmeeting Fall 2014|Fall 2014]]
* [[Labmeeting Summer 2014|Summer 2014]]
* [[Labmeeting Spring 2014|Spring 2014]]

Lab Meeting

2022-01-06T04:36:56Z

Hanyang: /* Previous Semesters */

Lab Meeting

2022-01-06T04:36:44Z

Hanyang: /* Previous Semesters */

{| align="right"
| __TOC__
|}

* '''Semester''': Fall 2021
* '''Time''': Thursday at 4pm-5pm
* '''Location''': Virtual

=== ---Sep 09 ---===
Ruiqi

=== ---Sep 16 ---===
Jingwen

=== ---Sep 23 ---===
Ruixuan

=== ---Sep 30 ---===
Dingwen

=== ---Oct 07 ---===
Hanyang

=== ---Oct 14 ---===
Bing

=== ---Oct 21 ---===
Ruiqi

=== ---Oct 28 ---===
Canceled

=== ---Nov 04 ---===
Rotation Presentation

=== ---Nov 11 ---===
Bing

=== ---Nov 18 ---===
Canceled

=== ---Nov 25 ---===
Canceled

=== ---Dec 02 ---===
Ruixuan

=== ---Dec 09 ---===
Rotation

=== ---Dec 16 ---===
Hanyang

=== ---Dec 23 ---===
Celebration

=== ---Jan 06 ---===
Jingwen

=== ---Jan 13 ---===
Ruiqi

=== ---Jan 20 ---===
Bing

=== ---Jan 27 ---===
Ruixuan

==Previous Semesters==
* [[Fall 2021|Summer 2021]]
* [[Seminar Summer 2021|Summer 2021]]
* [[Seminar Spring 2021|Spring 2021]]
* [[Seminar Fall 2020|Fall 2020]]
* [[Seminar Summer 2020|Summer 2020]]
* [[Lab Meeting Spring 2020|Spring 2020]]
* [[Seminar Fall 2019|Fall 2019]]
* [[Seminar Summer 2019|Summer 2019]]
* [[Seminar Spring 2019|Spring 2019]]
* [[Seminar Fall 2018|Fall 2018]]
* [[Seminar Summer 2018|Summer 2018]]
* [[Seminar Spring 2018|Spring 2018]]
* [[Seminar Fall 2017|Fall 2017]]
* [[Seminar Summer 2017|Summer 2017]]
* [[Seminar Spring 2017|Spring 2017]]
* [[Seminar Fall 2016|Fall 2016]]
* [[Seminar Summer 2016|Summer 2016]]
* [[Seminar Spring 2016|Spring 2016]]
* [[Seminar Fall 2015|Fall 2015]]
* [[Seminar Summer 2015|Summer 2015]]
* [[Seminar Spring 2015|Spring 2015]]
* [[Seminar Fall 2014|Fall 2014]]
* [[Seminar Summer 2014|Summer 2014]]
* [[Seminar Spring 2014|Spring 2014]]
* [[Seminar Fall 2013|Fall 2013]]
* [[Seminar Summer 2013|Summer 2013]]
* [[Seminar Spring 2013|Spring 2013]]
* [[Seminar Fall 2012|Fall 2012]]
* [[Seminar Summer 2012|Summer 2012]]
* [[Seminar Spring 2012|Spring 2012]]
* [[Seminar Fall 2011|Fall 2011]]
* [[Seminar Summer 2011|Summer 2011]]
* [[Seminar Spring 2011|Spring 2011]]
* [[Seminar Fall 2010|Fall 2010]]
* [[Seminar Spring 2010|Spring 2010]]
* [[Seminar Fall 2009|Fall 2009]]
* [[Seminar Summer 2009|Summer 2009]]
* [[Seminar Spring 2009|Spring 2009]]
* [[Seminar Fall 2008|Fall 2008]]
* [[Seminar Summer 2008|Summer 2008]]
* [[Seminar Spring 2008|Spring 2008]]
* [[Fall 2007]]
* [[Summer 2007]]
* [[Spring 2007]]
* [[Fall 2006]]
* [[Spring 2006]]
* [[Fall 2005]]
* [[Spring 2005]]
* [[Fall 2004]]
* [[Spring 2004]]
* [[Fall 2003]]
* [[Spring 2003]]
* [[Fall 2002]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2002.html Spring 2002]
* [http://userfs.cec.wustl.edu/~cs673/fall.2001.html Fall 2001]
* [http://userfs.cec.wustl.edu/~cs673/spring.2001.html Spring 2001]
* [[Fall 2000]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2000.html Spring 2000]
* [http://cec.wustl.edu/~cs673/backUp/fall.1998.html Fall 1998]
* [http://cec.wustl.edu/~cs673/backUp/spring.1998.html Spring 1998]

==Previous Lab Meetings==
* [[Labmeeting Fall 2014|Fall 2014]]
* [[Labmeeting Summer 2014|Summer 2014]]
* [[Labmeeting Spring 2014|Spring 2014]]

Lab Meeting

2021-11-01T15:26:31Z

Hanyang:

{| align="right"
| __TOC__
|}

* '''Semester''': Fall 2021
* '''Time''': Thursday at 4pm-5pm
* '''Location''': Virtual

=== ---Sep 09 ---===
Ruiqi

=== ---Sep 16 ---===
Jingwen

=== ---Sep 23 ---===
Ruixuan

=== ---Sep 30 ---===
Dingwen

=== ---Oct 07 ---===
Hanyang

=== ---Oct 14 ---===
Bing

=== ---Oct 21 ---===
Ruiqi

=== ---Oct 28 ---===
Canceled

=== ---Nov 04 ---===
Rotation Presentation

=== ---Nov 11 ---===
Jingwen

=== ---Nov 18 ---===
Hanyang

=== ---Nov 25 ---===
Dingwen

=== ---Dec 02 ---===
Ruixuan

==Previous Semesters==
* [[Seminar Summer 2021|Summer 2021]]
* [[Seminar Spring 2021|Spring 2021]]
* [[Seminar Fall 2020|Fall 2020]]
* [[Seminar Summer 2020|Summer 2020]]
* [[Lab Meeting Spring 2020|Spring 2020]]
* [[Seminar Fall 2019|Fall 2019]]
* [[Seminar Summer 2019|Summer 2019]]
* [[Seminar Spring 2019|Spring 2019]]
* [[Seminar Fall 2018|Fall 2018]]
* [[Seminar Summer 2018|Summer 2018]]
* [[Seminar Spring 2018|Spring 2018]]
* [[Seminar Fall 2017|Fall 2017]]
* [[Seminar Summer 2017|Summer 2017]]
* [[Seminar Spring 2017|Spring 2017]]
* [[Seminar Fall 2016|Fall 2016]]
* [[Seminar Summer 2016|Summer 2016]]
* [[Seminar Spring 2016|Spring 2016]]
* [[Seminar Fall 2015|Fall 2015]]
* [[Seminar Summer 2015|Summer 2015]]
* [[Seminar Spring 2015|Spring 2015]]
* [[Seminar Fall 2014|Fall 2014]]
* [[Seminar Summer 2014|Summer 2014]]
* [[Seminar Spring 2014|Spring 2014]]
* [[Seminar Fall 2013|Fall 2013]]
* [[Seminar Summer 2013|Summer 2013]]
* [[Seminar Spring 2013|Spring 2013]]
* [[Seminar Fall 2012|Fall 2012]]
* [[Seminar Summer 2012|Summer 2012]]
* [[Seminar Spring 2012|Spring 2012]]
* [[Seminar Fall 2011|Fall 2011]]
* [[Seminar Summer 2011|Summer 2011]]
* [[Seminar Spring 2011|Spring 2011]]
* [[Seminar Fall 2010|Fall 2010]]
* [[Seminar Spring 2010|Spring 2010]]
* [[Seminar Fall 2009|Fall 2009]]
* [[Seminar Summer 2009|Summer 2009]]
* [[Seminar Spring 2009|Spring 2009]]
* [[Seminar Fall 2008|Fall 2008]]
* [[Seminar Summer 2008|Summer 2008]]
* [[Seminar Spring 2008|Spring 2008]]
* [[Fall 2007]]
* [[Summer 2007]]
* [[Spring 2007]]
* [[Fall 2006]]
* [[Spring 2006]]
* [[Fall 2005]]
* [[Spring 2005]]
* [[Fall 2004]]
* [[Spring 2004]]
* [[Fall 2003]]
* [[Spring 2003]]
* [[Fall 2002]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2002.html Spring 2002]
* [http://userfs.cec.wustl.edu/~cs673/fall.2001.html Fall 2001]
* [http://userfs.cec.wustl.edu/~cs673/spring.2001.html Spring 2001]
* [[Fall 2000]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2000.html Spring 2000]
* [http://cec.wustl.edu/~cs673/backUp/fall.1998.html Fall 1998]
* [http://cec.wustl.edu/~cs673/backUp/spring.1998.html Spring 1998]

==Previous Lab Meetings==
* [[Labmeeting Fall 2014|Fall 2014]]
* [[Labmeeting Summer 2014|Summer 2014]]
* [[Labmeeting Spring 2014|Spring 2014]]

Lab Meeting

2021-10-11T16:01:35Z

Hanyang: /* ---Nov 18 --- */

{| align="right"
| __TOC__
|}

* '''Semester''': Fall 2021
* '''Time''': Thursday at 4pm-5pm
* '''Location''': Virtual

=== ---Sep 09 ---===
Ruiqi

=== ---Sep 16 ---===
Jingwen

=== ---Sep 23 ---===
Ruixuan

=== ---Sep 30 ---===
Dingwen

=== ---Oct 07 ---===
Hanyang

=== ---Oct 14 ---===
Bing

=== ---Oct 21 ---===
Ruiqi

=== ---Oct 28 ---===
Jingwen

=== ---Nov 04 ---===
Hanyang

=== ---Nov 11 ---===
Dingwen

=== ---Nov 18 ---===
Ruixuan

==Previous Semesters==
* [[Seminar Summer 2021|Summer 2021]]
* [[Seminar Spring 2021|Spring 2021]]
* [[Seminar Fall 2020|Fall 2020]]
* [[Seminar Summer 2020|Summer 2020]]
* [[Lab Meeting Spring 2020|Spring 2020]]
* [[Seminar Fall 2019|Fall 2019]]
* [[Seminar Summer 2019|Summer 2019]]
* [[Seminar Spring 2019|Spring 2019]]
* [[Seminar Fall 2018|Fall 2018]]
* [[Seminar Summer 2018|Summer 2018]]
* [[Seminar Spring 2018|Spring 2018]]
* [[Seminar Fall 2017|Fall 2017]]
* [[Seminar Summer 2017|Summer 2017]]
* [[Seminar Spring 2017|Spring 2017]]
* [[Seminar Fall 2016|Fall 2016]]
* [[Seminar Summer 2016|Summer 2016]]
* [[Seminar Spring 2016|Spring 2016]]
* [[Seminar Fall 2015|Fall 2015]]
* [[Seminar Summer 2015|Summer 2015]]
* [[Seminar Spring 2015|Spring 2015]]
* [[Seminar Fall 2014|Fall 2014]]
* [[Seminar Summer 2014|Summer 2014]]
* [[Seminar Spring 2014|Spring 2014]]
* [[Seminar Fall 2013|Fall 2013]]
* [[Seminar Summer 2013|Summer 2013]]
* [[Seminar Spring 2013|Spring 2013]]
* [[Seminar Fall 2012|Fall 2012]]
* [[Seminar Summer 2012|Summer 2012]]
* [[Seminar Spring 2012|Spring 2012]]
* [[Seminar Fall 2011|Fall 2011]]
* [[Seminar Summer 2011|Summer 2011]]
* [[Seminar Spring 2011|Spring 2011]]
* [[Seminar Fall 2010|Fall 2010]]
* [[Seminar Spring 2010|Spring 2010]]
* [[Seminar Fall 2009|Fall 2009]]
* [[Seminar Summer 2009|Summer 2009]]
* [[Seminar Spring 2009|Spring 2009]]
* [[Seminar Fall 2008|Fall 2008]]
* [[Seminar Summer 2008|Summer 2008]]
* [[Seminar Spring 2008|Spring 2008]]
* [[Fall 2007]]
* [[Summer 2007]]
* [[Spring 2007]]
* [[Fall 2006]]
* [[Spring 2006]]
* [[Fall 2005]]
* [[Spring 2005]]
* [[Fall 2004]]
* [[Spring 2004]]
* [[Fall 2003]]
* [[Spring 2003]]
* [[Fall 2002]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2002.html Spring 2002]
* [http://userfs.cec.wustl.edu/~cs673/fall.2001.html Fall 2001]
* [http://userfs.cec.wustl.edu/~cs673/spring.2001.html Spring 2001]
* [[Fall 2000]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2000.html Spring 2000]
* [http://cec.wustl.edu/~cs673/backUp/fall.1998.html Fall 1998]
* [http://cec.wustl.edu/~cs673/backUp/spring.1998.html Spring 1998]

==Previous Lab Meetings==
* [[Labmeeting Fall 2014|Fall 2014]]
* [[Labmeeting Summer 2014|Summer 2014]]
* [[Labmeeting Spring 2014|Spring 2014]]

Lab Meeting

2021-10-11T16:01:23Z

Hanyang: /* ---Nov 04 --- */

{| align="right"
| __TOC__
|}

* '''Semester''': Fall 2021
* '''Time''': Thursday at 4pm-5pm
* '''Location''': Virtual

=== ---Sep 09 ---===
Ruiqi

=== ---Sep 16 ---===
Jingwen

=== ---Sep 23 ---===
Ruixuan

=== ---Sep 30 ---===
Dingwen

=== ---Oct 07 ---===
Hanyang

=== ---Oct 14 ---===
Bing

=== ---Oct 21 ---===
Ruiqi

=== ---Oct 28 ---===
Jingwen

=== ---Nov 04 ---===
Hanyang

=== ---Nov 11 ---===
Dingwen

=== ---Nov 18 ---===
Hanyang
==Previous Semesters==
* [[Seminar Summer 2021|Summer 2021]]
* [[Seminar Spring 2021|Spring 2021]]
* [[Seminar Fall 2020|Fall 2020]]
* [[Seminar Summer 2020|Summer 2020]]
* [[Lab Meeting Spring 2020|Spring 2020]]
* [[Seminar Fall 2019|Fall 2019]]
* [[Seminar Summer 2019|Summer 2019]]
* [[Seminar Spring 2019|Spring 2019]]
* [[Seminar Fall 2018|Fall 2018]]
* [[Seminar Summer 2018|Summer 2018]]
* [[Seminar Spring 2018|Spring 2018]]
* [[Seminar Fall 2017|Fall 2017]]
* [[Seminar Summer 2017|Summer 2017]]
* [[Seminar Spring 2017|Spring 2017]]
* [[Seminar Fall 2016|Fall 2016]]
* [[Seminar Summer 2016|Summer 2016]]
* [[Seminar Spring 2016|Spring 2016]]
* [[Seminar Fall 2015|Fall 2015]]
* [[Seminar Summer 2015|Summer 2015]]
* [[Seminar Spring 2015|Spring 2015]]
* [[Seminar Fall 2014|Fall 2014]]
* [[Seminar Summer 2014|Summer 2014]]
* [[Seminar Spring 2014|Spring 2014]]
* [[Seminar Fall 2013|Fall 2013]]
* [[Seminar Summer 2013|Summer 2013]]
* [[Seminar Spring 2013|Spring 2013]]
* [[Seminar Fall 2012|Fall 2012]]
* [[Seminar Summer 2012|Summer 2012]]
* [[Seminar Spring 2012|Spring 2012]]
* [[Seminar Fall 2011|Fall 2011]]
* [[Seminar Summer 2011|Summer 2011]]
* [[Seminar Spring 2011|Spring 2011]]
* [[Seminar Fall 2010|Fall 2010]]
* [[Seminar Spring 2010|Spring 2010]]
* [[Seminar Fall 2009|Fall 2009]]
* [[Seminar Summer 2009|Summer 2009]]
* [[Seminar Spring 2009|Spring 2009]]
* [[Seminar Fall 2008|Fall 2008]]
* [[Seminar Summer 2008|Summer 2008]]
* [[Seminar Spring 2008|Spring 2008]]
* [[Fall 2007]]
* [[Summer 2007]]
* [[Spring 2007]]
* [[Fall 2006]]
* [[Spring 2006]]
* [[Fall 2005]]
* [[Spring 2005]]
* [[Fall 2004]]
* [[Spring 2004]]
* [[Fall 2003]]
* [[Spring 2003]]
* [[Fall 2002]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2002.html Spring 2002]
* [http://userfs.cec.wustl.edu/~cs673/fall.2001.html Fall 2001]
* [http://userfs.cec.wustl.edu/~cs673/spring.2001.html Spring 2001]
* [[Fall 2000]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2000.html Spring 2000]
* [http://cec.wustl.edu/~cs673/backUp/fall.1998.html Fall 1998]
* [http://cec.wustl.edu/~cs673/backUp/spring.1998.html Spring 1998]

==Previous Lab Meetings==
* [[Labmeeting Fall 2014|Fall 2014]]
* [[Labmeeting Summer 2014|Summer 2014]]
* [[Labmeeting Spring 2014|Spring 2014]]

Seminar Summer 2021

2021-09-06T18:12:50Z

Hanyang:

{| align="right"
| __TOC__
|}

* '''Semester''': Spring & Summer 2021
* '''Time''': Friday at 3pm-4pm
* '''Location''': Virtual

=== ---Jan 29 ---===
Jingwen

=== ---Feb 05 ---===
Hanyang

=== ---Feb 12 ---===
Cancel

=== ---Feb 19 ---===
Haoran

=== ---Feb 26 ---===
Cancel

=== ---Mar 05 ---===
Ruiqi

=== ---Mar 12 ---===
Bing

=== ---Mar 19 ---===
Dingwen

=== ---Mar 26 ---===
Ruixuan

=== ---Apr 02 ---===
Dingwen

=== ---Apr 09 ---===
Sunny

=== ---Apr 16 ---===
Hanyang

=== ---Apr 23 ---===
Jingwen

=== ---Apr 30 ---===
Ruiqi

=== ---May 07 ---===
Cancel

=== ---May 14 ---===
Ruixuan

=== ---May 21 ---===
Ruixuan

=== ---May 28 ---===
Cancel

=== ---Jun 04---===
Dingwen

=== ---Jun 11 ---===
Cancel

=== ---Jun 18 ---===
Hanyang

Yao, Liuyi, et al. "Representation learning for treatment effect estimation from observational data." Advances in Neural Information Processing Systems 31 (2018).
https://proceedings.neurips.cc/paper/2018/hash/a50abba8132a77191791390c3eb19fe7-Abstract.html

Shalit, Uri, Fredrik D. Johansson, and David Sontag. "Estimating individual treatment effect: generalization bounds and algorithms." International Conference on Machine Learning. PMLR, 2017.
https://arxiv.org/abs/1606.03976

=== ---Jun 25 ---===
Cancel

=== ---Jul 02 ---===
Jingwen

Cui, Limeng, et al. "Deterrent: Knowledge guided graph attention network for detecting healthcare misinformation." Proceedings of the 26th ACM SIGKDD international conference on knowledge discovery & data mining. 2020.
[https://dl.acm.org/doi/pdf/10.1145/3394486.3403092]

=== ---Jul 09 ---===
Sunny

=== ---Jul 16 ---===
Ruiqi

=== ---Jul 23 ---===
Bing

=== ---Jul 30 ---===
Dingwen

=== ---Aug 06 ---===
Cancel

=== ---Aug 13 ---===
Cancel

=== ---Aug 20 ---===
Hanyang

=== ---Aug 27 ---===
Ruiqi

=== ---Sep 03 ---===
Bing

Lab Meeting

2021-09-06T18:12:31Z

Hanyang:

{| align="right"
| __TOC__
|}

* '''Semester''': Fall 2021
* '''Time''': Thursday at 4pm-5pm
* '''Location''': Virtual

==Previous Semesters==
* [[Seminar Summer 2021|Summer 2021]]
* [[Seminar Spring 2021|Spring 2021]]
* [[Seminar Fall 2020|Fall 2020]]
* [[Seminar Summer 2020|Summer 2020]]
* [[Lab Meeting Spring 2020|Spring 2020]]
* [[Seminar Fall 2019|Fall 2019]]
* [[Seminar Summer 2019|Summer 2019]]
* [[Seminar Spring 2019|Spring 2019]]
* [[Seminar Fall 2018|Fall 2018]]
* [[Seminar Summer 2018|Summer 2018]]
* [[Seminar Spring 2018|Spring 2018]]
* [[Seminar Fall 2017|Fall 2017]]
* [[Seminar Summer 2017|Summer 2017]]
* [[Seminar Spring 2017|Spring 2017]]
* [[Seminar Fall 2016|Fall 2016]]
* [[Seminar Summer 2016|Summer 2016]]
* [[Seminar Spring 2016|Spring 2016]]
* [[Seminar Fall 2015|Fall 2015]]
* [[Seminar Summer 2015|Summer 2015]]
* [[Seminar Spring 2015|Spring 2015]]
* [[Seminar Fall 2014|Fall 2014]]
* [[Seminar Summer 2014|Summer 2014]]
* [[Seminar Spring 2014|Spring 2014]]
* [[Seminar Fall 2013|Fall 2013]]
* [[Seminar Summer 2013|Summer 2013]]
* [[Seminar Spring 2013|Spring 2013]]
* [[Seminar Fall 2012|Fall 2012]]
* [[Seminar Summer 2012|Summer 2012]]
* [[Seminar Spring 2012|Spring 2012]]
* [[Seminar Fall 2011|Fall 2011]]
* [[Seminar Summer 2011|Summer 2011]]
* [[Seminar Spring 2011|Spring 2011]]
* [[Seminar Fall 2010|Fall 2010]]
* [[Seminar Spring 2010|Spring 2010]]
* [[Seminar Fall 2009|Fall 2009]]
* [[Seminar Summer 2009|Summer 2009]]
* [[Seminar Spring 2009|Spring 2009]]
* [[Seminar Fall 2008|Fall 2008]]
* [[Seminar Summer 2008|Summer 2008]]
* [[Seminar Spring 2008|Spring 2008]]
* [[Fall 2007]]
* [[Summer 2007]]
* [[Spring 2007]]
* [[Fall 2006]]
* [[Spring 2006]]
* [[Fall 2005]]
* [[Spring 2005]]
* [[Fall 2004]]
* [[Spring 2004]]
* [[Fall 2003]]
* [[Spring 2003]]
* [[Fall 2002]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2002.html Spring 2002]
* [http://userfs.cec.wustl.edu/~cs673/fall.2001.html Fall 2001]
* [http://userfs.cec.wustl.edu/~cs673/spring.2001.html Spring 2001]
* [[Fall 2000]]
* [http://userfs.cec.wustl.edu/~cs673/spring.2000.html Spring 2000]
* [http://cec.wustl.edu/~cs673/backUp/fall.1998.html Fall 1998]
* [http://cec.wustl.edu/~cs673/backUp/spring.1998.html Spring 1998]

==Previous Lab Meetings==
* [[Labmeeting Fall 2014|Fall 2014]]
* [[Labmeeting Summer 2014|Summer 2014]]
* [[Labmeeting Spring 2014|Spring 2014]]