Cyber-Physical Systems Laboratory - User contributions [en]

CSE 7300 Research Seminar

2023-04-06T22:58:31Z

Xuebing: /* ---Apr 12 --- */

{| 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 ---===
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 19 ---===
Charles

=== ---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

2023-04-06T22:57:53Z

Xuebing: /* ---Apr 12 --- */

{| 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 ---===
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 19 ---===
Charles

=== ---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

2022-10-26T05:00:28Z

Xuebing: /* ---Oct 26 --- */

{| 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 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 ---===
Jingwen

=== ---Nov 09 ---===
Hanyang

=== ---Nov 16 ---===
Ziqi

=== ---Nov 30 ---===
Ruiqi

=== ---Dec 07 ---===
Jaehwan

==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

2022-04-15T20:38:48Z

Xuebing: /* ---Apr 01 --- */

{| 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

=== ---Apr 29 ---===
Moran

* 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 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

2022-04-15T20:38:27Z

Xuebing: /* ---Apr 01 --- */

CSE 7300 Research Seminar

2022-04-15T20:38:17Z

Xuebing: /* ---Apr 01 --- */

{| 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

=== ---Apr 29 ---===
Moran

* 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 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

2021-04-29T22:38:29Z

Xuebing: /* Apr 29 */

{| align="right"
| __TOC__
|}

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

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

* 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==

=== Feb 04 ===
Bing

Mattei, Pierre-Alexandre, and Jes Frellsen. "MIWAE: Deep generative modelling and imputation of incomplete data sets." International Conference on Machine Learning. PMLR, 2019.[http://proceedings.mlr.press/v97/mattei19a.html]

Wang, Yuhao, et al. "Causal discovery from incomplete data: a deep learning approach." arXiv preprint arXiv:2001.05343 (2020).[https://arxiv.org/pdf/2001.05343.pdf]

=== Feb 11 ===
Ruiqi

Luyang Liu, Hongyu Li, and Marco Gruteser. 2019. Edge Assisted Real-time Object Detection for Mobile Augmented Reality. The 25th Annual International Conference on Mobile Computing and Networking. Association for Computing Machinery, New York, NY, USA, Article 25, 1–16. [https://dl.acm.org/doi/pdf/10.1145/3300061.3300116]

=== Feb 18 ===
Jingwen

Daniş, F. Serhan, and Ali Taylan Cemgil. "Model-based localization and tracking using bluetooth low-energy beacons." Sensors 17.11 (2017): 2484. [https://www.mdpi.com/1424-8220/17/11/2484/htm]

=== Feb 25 ===
Kriti

Nguyen Tuan A , Jeong Hyewon, Yang Eunho , Hwang Sung Ju. Clinical Risk Prediction with Temporal Probabilistic Asymmetric Multi-Task Learning. Association for the Advancement of Artificial Intelligence. 2021 [https://arxiv.org/pdf/2006.12777.pdf ]

=== Mar 04 ===
Soumyendu

Maximilian Ilse, Jakub M. Tomczak, and Max Welling, Attention-based Deep Multiple Instance Learning, ICML 2018. https://arxiv.org/abs/1802.04712

=== Mar 11 ===
Hanyang

He, Yong, et al. "Attention and Memory-Augmented Networks for Dual-View Sequential Learning." Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining. 2020. https://dl.acm.org/doi/pdf/10.1145/3394486.3403055

=== Mar 18 ===
Sayantan

Xiao Zhang, Dejing Dou, and Ji Wu, Learning Conceptual-Contextual Embeddings for Medical Text, AAAI Conference on Artificial Intelligence (AAAI-20), 2020. https://ojs.aaai.org/index.php/AAAI/article/view/6504/6360

=== Mar 25 ===
Guanghui

Mate, Aditya, et al. "Collapsing Bandits and Their Application to Public Health Intervention." Advances in Neural Information Processing Systems 33 (2020). https://arxiv.org/pdf/2007.04432.pdf

=== Apr 01 ===
Dingwen

J. Luo, et al. HiTANet: Hierarchical Time-Aware Attention Networks for Risk Prediction on Electronic Health Records. KDD'20. https://dl.acm.org/doi/pdf/10.1145/3394486.3403107

=== Apr 08 ===
Ruixuan
Harutyunyan, Hrayr, et al. "Multitask learning and benchmarking with clinical time series data." Scientific data 6.1 (2019): 1-18.[https://www.nature.com/articles/s41597-019-0103-9]

=== Apr 15 ===
Jingwen

Bica, Ioana, Ahmed Alaa, and Mihaela Van Der Schaar. "Time series deconfounder: Estimating treatment effects over time in the presence of hidden confounders." International Conference on Machine Learning. PMLR, 2020. [http://proceedings.mlr.press/v119/bica20a/bica20a.pdf]

=== Apr 22 ===
Ruiqi

Deep Compressive Offloading: Speeding Up Neural Network Inference by Trading Edge Computation for Network Latency
https://dl.acm.org/doi/10.1145/3384419.3430898

=== Apr 29 ===
Bing

Chen, Ricky TQ, et al. "Isolating sources of disentanglement in variational autoencoders." arXiv preprint arXiv:1802.04942 (2018). [https://dl.acm.org/doi/pdf/10.5555/3327144.3327186]

Kingma, Diederik P., and Max Welling. "An introduction to variational autoencoders." arXiv preprint arXiv:1906.02691 (2019). [https://arxiv.org/abs/1906.02691]

Sorrenson, Peter, Carsten Rother, and Ullrich Köthe. "Disentanglement by nonlinear ica with general incompressible-flow networks (gin)." arXiv preprint arXiv:2001.04872 (2020) [https://arxiv.org/pdf/2001.04872.pdf]

==Previous Semesters==
* [[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

2021-04-29T22:38:00Z

Xuebing: /* Apr 29 */

{| align="right"
| __TOC__
|}

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

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

* 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==

=== Feb 04 ===
Bing

Mattei, Pierre-Alexandre, and Jes Frellsen. "MIWAE: Deep generative modelling and imputation of incomplete data sets." International Conference on Machine Learning. PMLR, 2019.[http://proceedings.mlr.press/v97/mattei19a.html]

Wang, Yuhao, et al. "Causal discovery from incomplete data: a deep learning approach." arXiv preprint arXiv:2001.05343 (2020).[https://arxiv.org/pdf/2001.05343.pdf]

=== Feb 11 ===
Ruiqi

Luyang Liu, Hongyu Li, and Marco Gruteser. 2019. Edge Assisted Real-time Object Detection for Mobile Augmented Reality. The 25th Annual International Conference on Mobile Computing and Networking. Association for Computing Machinery, New York, NY, USA, Article 25, 1–16. [https://dl.acm.org/doi/pdf/10.1145/3300061.3300116]

=== Feb 18 ===
Jingwen

Daniş, F. Serhan, and Ali Taylan Cemgil. "Model-based localization and tracking using bluetooth low-energy beacons." Sensors 17.11 (2017): 2484. [https://www.mdpi.com/1424-8220/17/11/2484/htm]

=== Feb 25 ===
Kriti

Nguyen Tuan A , Jeong Hyewon, Yang Eunho , Hwang Sung Ju. Clinical Risk Prediction with Temporal Probabilistic Asymmetric Multi-Task Learning. Association for the Advancement of Artificial Intelligence. 2021 [https://arxiv.org/pdf/2006.12777.pdf ]

=== Mar 04 ===
Soumyendu

Maximilian Ilse, Jakub M. Tomczak, and Max Welling, Attention-based Deep Multiple Instance Learning, ICML 2018. https://arxiv.org/abs/1802.04712

=== Mar 11 ===
Hanyang

He, Yong, et al. "Attention and Memory-Augmented Networks for Dual-View Sequential Learning." Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining. 2020. https://dl.acm.org/doi/pdf/10.1145/3394486.3403055

=== Mar 18 ===
Sayantan

Xiao Zhang, Dejing Dou, and Ji Wu, Learning Conceptual-Contextual Embeddings for Medical Text, AAAI Conference on Artificial Intelligence (AAAI-20), 2020. https://ojs.aaai.org/index.php/AAAI/article/view/6504/6360

=== Mar 25 ===
Guanghui

Mate, Aditya, et al. "Collapsing Bandits and Their Application to Public Health Intervention." Advances in Neural Information Processing Systems 33 (2020). https://arxiv.org/pdf/2007.04432.pdf

=== Apr 01 ===
Dingwen

J. Luo, et al. HiTANet: Hierarchical Time-Aware Attention Networks for Risk Prediction on Electronic Health Records. KDD'20. https://dl.acm.org/doi/pdf/10.1145/3394486.3403107

=== Apr 08 ===
Ruixuan
Harutyunyan, Hrayr, et al. "Multitask learning and benchmarking with clinical time series data." Scientific data 6.1 (2019): 1-18.[https://www.nature.com/articles/s41597-019-0103-9]

=== Apr 15 ===
Jingwen

Bica, Ioana, Ahmed Alaa, and Mihaela Van Der Schaar. "Time series deconfounder: Estimating treatment effects over time in the presence of hidden confounders." International Conference on Machine Learning. PMLR, 2020. [http://proceedings.mlr.press/v119/bica20a/bica20a.pdf]

=== Apr 22 ===
Ruiqi

Deep Compressive Offloading: Speeding Up Neural Network Inference by Trading Edge Computation for Network Latency
https://dl.acm.org/doi/10.1145/3384419.3430898

=== Apr 29 ===
Bing

Chen, Ricky TQ, et al. "Isolating sources of disentanglement in variational autoencoders." arXiv preprint arXiv:1802.04942 (2018). [https://dl.acm.org/doi/pdf/10.5555/3327144.3327186]

Kingma, Diederik P., and Max Welling. "An introduction to variational autoencoders." arXiv preprint arXiv:1906.02691 (2019). [https://arxiv.org/abs/1906.02691]

Disentanglement by nonlinear ica with general incompressible-flow networks [Sorrenson, Peter, Carsten Rother, and Ullrich Köthe. "Disentanglement by nonlinear ica with general incompressible-flow networks (gin)." arXiv preprint arXiv:2001.04872 (2020)]

==Previous Semesters==
* [[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

2021-04-29T22:37:25Z

Xuebing: /* Apr 29 */

{| align="right"
| __TOC__
|}

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

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

* 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==

=== Feb 04 ===
Bing

Mattei, Pierre-Alexandre, and Jes Frellsen. "MIWAE: Deep generative modelling and imputation of incomplete data sets." International Conference on Machine Learning. PMLR, 2019.[http://proceedings.mlr.press/v97/mattei19a.html]

Wang, Yuhao, et al. "Causal discovery from incomplete data: a deep learning approach." arXiv preprint arXiv:2001.05343 (2020).[https://arxiv.org/pdf/2001.05343.pdf]

=== Feb 11 ===
Ruiqi

Luyang Liu, Hongyu Li, and Marco Gruteser. 2019. Edge Assisted Real-time Object Detection for Mobile Augmented Reality. The 25th Annual International Conference on Mobile Computing and Networking. Association for Computing Machinery, New York, NY, USA, Article 25, 1–16. [https://dl.acm.org/doi/pdf/10.1145/3300061.3300116]

=== Feb 18 ===
Jingwen

Daniş, F. Serhan, and Ali Taylan Cemgil. "Model-based localization and tracking using bluetooth low-energy beacons." Sensors 17.11 (2017): 2484. [https://www.mdpi.com/1424-8220/17/11/2484/htm]

=== Feb 25 ===
Kriti

Nguyen Tuan A , Jeong Hyewon, Yang Eunho , Hwang Sung Ju. Clinical Risk Prediction with Temporal Probabilistic Asymmetric Multi-Task Learning. Association for the Advancement of Artificial Intelligence. 2021 [https://arxiv.org/pdf/2006.12777.pdf ]

=== Mar 04 ===
Soumyendu

Maximilian Ilse, Jakub M. Tomczak, and Max Welling, Attention-based Deep Multiple Instance Learning, ICML 2018. https://arxiv.org/abs/1802.04712

=== Mar 11 ===
Hanyang

He, Yong, et al. "Attention and Memory-Augmented Networks for Dual-View Sequential Learning." Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining. 2020. https://dl.acm.org/doi/pdf/10.1145/3394486.3403055

=== Mar 18 ===
Sayantan

Xiao Zhang, Dejing Dou, and Ji Wu, Learning Conceptual-Contextual Embeddings for Medical Text, AAAI Conference on Artificial Intelligence (AAAI-20), 2020. https://ojs.aaai.org/index.php/AAAI/article/view/6504/6360

=== Mar 25 ===
Guanghui

Mate, Aditya, et al. "Collapsing Bandits and Their Application to Public Health Intervention." Advances in Neural Information Processing Systems 33 (2020). https://arxiv.org/pdf/2007.04432.pdf

=== Apr 01 ===
Dingwen

J. Luo, et al. HiTANet: Hierarchical Time-Aware Attention Networks for Risk Prediction on Electronic Health Records. KDD'20. https://dl.acm.org/doi/pdf/10.1145/3394486.3403107

=== Apr 08 ===
Ruixuan
Harutyunyan, Hrayr, et al. "Multitask learning and benchmarking with clinical time series data." Scientific data 6.1 (2019): 1-18.[https://www.nature.com/articles/s41597-019-0103-9]

=== Apr 15 ===
Jingwen

Bica, Ioana, Ahmed Alaa, and Mihaela Van Der Schaar. "Time series deconfounder: Estimating treatment effects over time in the presence of hidden confounders." International Conference on Machine Learning. PMLR, 2020. [http://proceedings.mlr.press/v119/bica20a/bica20a.pdf]

=== Apr 22 ===
Ruiqi

Deep Compressive Offloading: Speeding Up Neural Network Inference by Trading Edge Computation for Network Latency
https://dl.acm.org/doi/10.1145/3384419.3430898

=== Apr 29 ===
Bing

Chen, Ricky TQ, et al. "Isolating sources of disentanglement in variational autoencoders." arXiv preprint arXiv:1802.04942 (2018). [https://dl.acm.org/doi/pdf/10.5555/3327144.3327186]
Kingma, Diederik P., and Max Welling. "An introduction to variational autoencoders." arXiv preprint arXiv:1906.02691 (2019). [https://arxiv.org/abs/1906.02691]
Disentanglement by nonlinear ica with general incompressible-flow networks [Sorrenson, Peter, Carsten Rother, and Ullrich Köthe. "Disentanglement by nonlinear ica with general incompressible-flow networks (gin)." arXiv preprint arXiv:2001.04872 (2020). ]

==Previous Semesters==
* [[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

2021-02-01T22:04:00Z

Xuebing: /* Feb 04 */

CSE 7300 Research Seminar

2021-02-01T22:02:28Z

Xuebing: /* Feb 04 */

CSE 7300 Research Seminar

2020-11-10T05:25:16Z

Xuebing: /* ---Nov 12--- */

{| align="right"
| __TOC__
|}

* '''Instructor''': [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu]
* '''Semester''': Fall 2020
* '''Time''': Thursday at 4pm-4:50pm
* '''Location''': Virtual

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

* 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])
* Wireless Health ([http://mobihealth.name/])
* 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/])

=== ---Oct 1 ---===

Jingwen

Paper: Goldstein, Orpaz, et al. "Target-Focused Feature Selection Using Uncertainty Measurements in Healthcare Data." ACM Transactions on Computing for Healthcare 1.3 (2020): 1-17. [https://dl.acm.org/doi/10.1145/3383685]

=== ---Oct 8 ---===

Ruixuan

Wiens, Jenna, John Guttag, and Eric Horvitz. "A study in transfer learning: leveraging data from multiple hospitals to enhance hospital-specific predictions." Journal of the American Medical Informatics Association 21.4 (2014): 699-706.
[https://academic.oup.com/jamia/article/21/4/699/761441]

=== ---Oct 15 ---===

Hanyang

Bianchi, Filippo Maria, et al. "Learning representations of multivariate time series with missing data." Pattern Recognition 96 (2019): 106973.https://arxiv.org/abs/1805.03473

AAAI’20, A Kernel to Exploit Informative Missingness in Multivariate Time Series from EHRs. https://arxiv.org/abs/2002.12359

=== ---Oct 22 ---===

Cancel (SIGMETRICS/IoTDI/RTAS)

=== ---Oct 29 ---===

Cancel

=== ---Nov 5---===

Liang

Paper: Mangaokar, Neal, Jiameng Pu, Parantapa Bhattacharya, Chandan K. Reddy, and Bimal Viswanath. "Jekyll: Attacking Medical Image Diagnostics using Deep Generative Models." [https://people.cs.vt.edu/vbimal/publications/jekyll-eurosp20.pdf]

=== ---Nov 12---===

Bing

Grabocka, Josif, et al. "Learning time-series shapelets." Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining. 2014.

Ye, Lexiang, and Eamonn Keogh. "Time series shapelets: a new primitive for data mining." Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining. 2009.

=== ---Nov 19---===

Jingwen

=== ---Nov 26---===

Thanksgiving

=== ---Dec 3---===

Hanyang

=== ---Dec 10---===

Liang

=== ---Dec 17---===

Bing

==Previous Semesters==
* [[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

2020-09-01T01:38:03Z

Xuebing: /* --- Sep 03 --- */

{| align="right"
| __TOC__
|}

* '''Instructor:''' [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu]
* '''Seminar time: Thursday at 4pm-5pm, Location: Jolley 224'''
* '''Lab meeting time: Friday at 3pm-4pm, Location: Jolley 224'''
* RTSS ([http://www.rtss.org/])
* RTAS ([http://www.rtas.org/])
* ICCPS ([http://www.iccps.org])
* SenSys ([http://sensys.acm.org])
* IPSN ([http://ipsn.acm.org])
* MobiCom ([https://sigmobile.org/mobicom/2019/])
* MobiSys ([http://www.sigmobile.org/mobisys/2019/])

'''Guidelines'''

* Please pick high-quality papers from top venues related to your research.

* Email Dr. Lu your paper for approval one week before your presentation.

* Post the approved paper on the wiki.

* Prepare well and give good talks. The seminar is a significant investment of our time as a group and we want to make the best use of the time.

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

Seminar: Haoran

Junqueira, F. P., Reed, B. C., & Serafini, M. (2011, June). Zab: High-performance broadcast for primary-backup systems. In 2011 IEEE/IFIP 41st International Conference on Dependable Systems & Networks (DSN) (pp. 245-256). IEEE. [http://deptinfo.unice.fr/twiki/pub/Minfo/DistributedAlgo/zab.pdf link]

Hunt, P., Konar, M., Junqueira, F. P., & Reed, B. (2010, June). ZooKeeper: Wait-free Coordination for Internet-scale Systems. In USENIX annual technical conference (Vol. 8, No. 9) [https://static.usenix.org/event/atc10/tech/full_papers/Hunt.pdf link]

Lab meeting: Canceled

=== ---June 4---===

Seminar: Hanyang

Che, Zhengping, et al. "Recurrent neural networks for multivariate time series with missing values." Scientific reports 8.1 (2018): 1-12. [https://www.nature.com/articles/s41598-018-24271-9]

Lab meeting: Ruixuan

=== ---June 11---===

Seminar: Ruixuan

Huynh, Sinh, et al. "VitaMon: measuring heart rate variability using smartphone front camera." Proceedings of the 17th Conference on Embedded Networked Sensor Systems. 2019.[[https://dl.acm.org/doi/10.1145/3356250.3360036]]

Lab meeting: Canceled

=== ---June 18---===

Seminar: Jingwen

Cao, Wei, Dong Wang, Jian Li, Hao Zhou, Lei Li, and Yitan Li. "Brits: Bidirectional recurrent imputation for time series." In Advances in Neural Information Processing Systems, pp. 6775-6785. 2018. [https://papers.nips.cc/paper/7911-brits-bidirectional-recurrent-imputation-for-time-series.pdf]

Lab meeting: Bing

=== ---June 25--- ===

Seminar: Dingwen

E. Choi, et al. "GRAM: Graph-based Attention Model for Healthcare Representation Learning." In Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD ’17). [https://dl.acm.org/doi/10.1145/3097983.3098126 link]

Lab meeting: Canceled

=== ---July 2--- ===

Seminar: Yehan

Quindlen, John F., Ufuk Topcu, Girish Chowdhary, and Jonathan P. How. Active sampling-based binary verification of dynamical systems. In AIAA Guidance, Navigation, and Control Conference, 2018. [https://arc.aiaa.org/doi/abs/10.2514/6.2018-1107]

Lab meeting: Public Holiday

=== ---July 9--- ===

Seminar: Bing

Ribeiro, Marco Tulio, Sameer Singh, and Carlos Guestrin. "Why should i trust you?: Explaining the predictions of any classifier." Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. ACM, 2016. [https://www.kdd.org/kdd2016/papers/files/rfp0573-ribeiroA.pdf]

Lundberg, Scott M., and Su-In Lee. "A unified approach to interpreting model predictions." Advances in neural information processing systems. 2017.[http://papers.nips.cc/paper/7062-a-unified-approach-to-interpreting-model-predictions.pdf]

Lundberg, Scott M., et al. "From local explanations to global understanding with explainable AI for trees." Nature machine intelligence 2.1 (2020): 2522-5839.[https://arxiv.org/pdf/1905.04610.pdf]

Lab meeting: Jiangnan

=== ---July 16 --- ===

Seminar: Jiangnan

Liu, Zihao, et al. "DeepN-JPEG: A deep neural network favorable JPEG-based image compression framework." Proceedings of the 55th Annual Design Automation Conference. 2018.
[https://arxiv.org/pdf/1803.05788.pdf]

Lab meeting: Haoran

=== ---July 23 --- ===

Seminar: Haoran

El-Sanosi, I., & Ezhilchelvan, P. (2018). Improving ZooKeeper Atomic Broadcast Performance When a Server Quorum Never Crashes. EAI Endorsed Transactions on Energy Web. [https://eprints.ncl.ac.uk/file_store/production/253982/0AB5212D-4E87-474C-8487-AED4E008F64A.pdf link]

Ibrahim, E. S. (2018). Mechanisms for Improving ZooKeeper Atomic Broadcast Performance. Computing. [https://pdfs.semanticscholar.org/4203/4d0f80a9e0517403eab3ef6e3722be8d1041.pdf Ph.D. Dissertation]

Lab meeting: Jingwen

=== ---July 30 --- ===

Seminar: Hanyang

J. Futoma, S. Hariharan, and K. Heller. “Learning to Detect Sepsis with a Multitask Gaussian Process RNN Classifier,” in Proceedings of the 34th International Conference on Machine Learning (ICML), Sydney, Australia, Aug 2017. [https://arxiv.org/abs/1706.04152]

Lab meeting: Yehan

=== ---Aug 6 --- ===

Seminar: Ruixuan
Liao, Peng, et al. "Personalized HeartSteps: A Reinforcement Learning Algorithm for Optimizing Physical Activity." Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 4.1 (2020): 1-22.

Lab meeting: Dingwen

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

Seminar: Yehan

Ahlén, Anders, Johan Akerberg, Markus Eriksson, Alf J. Isaksson, Takuya Iwaki, Karl Henrik Johansson, Steffi Knorn, Thomas Lindh, and Henrik Sandberg. "Toward wireless control in industrial process automation: A case study at a paper mill." IEEE Control Systems Magazine 39, no. 5 (2019): 36-57.

Lab meeting: Hanyang

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

Seminar: Jingwen

Zheng, Kaiping, et al. "TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes Applications." Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data. 2020 [https://dl.acm.org/doi/10.1145/3318464.3389720]

Lab meeting: Ruixuan

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

Seminar: Cancelled

Lab meeting: Haoran

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

Seminar: Bing

Schwab, Patrick, and Walter Karlen. "CXPlain: Causal explanations for model interpretation under uncertainty." Advances in Neural Information Processing Systems. 2019.[https://papers.nips.cc/paper/9211-cxplain-causal-explanations-for-model-interpretation-under-uncertainty]

Lab meeting: Celebration

=== --- Sep 10 --- ===

Seminar: Haoran

Lab meeting: Jingwen

==Previous Semesters==
* [[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

2020-07-08T22:23:06Z

Xuebing: /* ---July 9--- */

{| align="right"
| __TOC__
|}

* '''Instructor:''' [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu]
* '''Seminar time: Thursday at 4pm-5pm, Location: Jolley 224'''
* '''Lab meeting time: Friday at 3pm-4pm, Location: Jolley 224'''
* 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])
* Wireless Health ([http://mobihealth.name/])
* 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/])

'''Guidelines'''

* Please pick high-quality papers from top venues that are related to your research.

* Email Dr.Lu your paper for approval one week before your presentation.

* Post the approved paper on the wiki.

* Prepare well and give good talks. The seminar is a significant investment of our time as a group and we want to make the best use of the time.

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

Seminar: Haoran

Junqueira, F. P., Reed, B. C., & Serafini, M. (2011, June). Zab: High-performance broadcast for primary-backup systems. In 2011 IEEE/IFIP 41st International Conference on Dependable Systems & Networks (DSN) (pp. 245-256). IEEE. [http://deptinfo.unice.fr/twiki/pub/Minfo/DistributedAlgo/zab.pdf link]

Hunt, P., Konar, M., Junqueira, F. P., & Reed, B. (2010, June). ZooKeeper: Wait-free Coordination for Internet-scale Systems. In USENIX annual technical conference (Vol. 8, No. 9) [https://static.usenix.org/event/atc10/tech/full_papers/Hunt.pdf link]

Lab meeting: Canceled

=== ---June 4---===

Seminar: Hanyang

Che, Zhengping, et al. "Recurrent neural networks for multivariate time series with missing values." Scientific reports 8.1 (2018): 1-12. [https://www.nature.com/articles/s41598-018-24271-9]

Lab meeting: Ruixuan

=== ---June 11---===

Seminar: Ruixuan

Huynh, Sinh, et al. "VitaMon: measuring heart rate variability using smartphone front camera." Proceedings of the 17th Conference on Embedded Networked Sensor Systems. 2019.[[https://dl.acm.org/doi/10.1145/3356250.3360036]]

Lab meeting: Canceled

=== ---June 18---===

Seminar: Jingwen

Cao, Wei, Dong Wang, Jian Li, Hao Zhou, Lei Li, and Yitan Li. "Brits: Bidirectional recurrent imputation for time series." In Advances in Neural Information Processing Systems, pp. 6775-6785. 2018. [https://papers.nips.cc/paper/7911-brits-bidirectional-recurrent-imputation-for-time-series.pdf]

Lab meeting: Bing

=== ---June 25--- ===

Seminar: Dingwen

E. Choi, et al. "GRAM: Graph-based Attention Model for Healthcare Representation Learning." In Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD ’17). [https://dl.acm.org/doi/10.1145/3097983.3098126]

Lab meeting: Canceled

=== ---July 2--- ===

Seminar: Yehan

Quindlen, John F., Ufuk Topcu, Girish Chowdhary, and Jonathan P. How. Active sampling-based binary verification of dynamical systems. In AIAA Guidance, Navigation, and Control Conference, 2018. [https://arc.aiaa.org/doi/abs/10.2514/6.2018-1107]

Lab meeting: Public Holiday

=== ---July 9--- ===

Seminar: Bing

Ribeiro, Marco Tulio, Sameer Singh, and Carlos Guestrin. "Why should i trust you?: Explaining the predictions of any classifier." Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. ACM, 2016. [https://www.kdd.org/kdd2016/papers/files/rfp0573-ribeiroA.pdf]

Lundberg, Scott M., and Su-In Lee. "A unified approach to interpreting model predictions." Advances in neural information processing systems. 2017.[http://papers.nips.cc/paper/7062-a-unified-approach-to-interpreting-model-predictions.pdf]

Lundberg, Scott M., et al. "From local explanations to global understanding with explainable AI for trees." Nature machine intelligence 2.1 (2020): 2522-5839.[https://arxiv.org/pdf/1905.04610.pdf]

Lab meeting: Jiangnan

=== ---July 16 --- ===

Seminar: Jiangnan

Lab meeting: Haoran

=== ---July 23 --- ===

Seminar: Haoran

Lab meeting: Yehan

==Previous Semesters==
* [[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

2020-07-08T22:22:48Z

Xuebing: /* ---July 9--- */

{| align="right"
| __TOC__
|}

* '''Instructor:''' [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu]
* '''Seminar time: Thursday at 4pm-5pm, Location: Jolley 224'''
* '''Lab meeting time: Friday at 3pm-4pm, Location: Jolley 224'''
* 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])
* Wireless Health ([http://mobihealth.name/])
* 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/])

'''Guidelines'''

* Please pick high-quality papers from top venues that are related to your research.

* Email Dr.Lu your paper for approval one week before your presentation.

* Post the approved paper on the wiki.

* Prepare well and give good talks. The seminar is a significant investment of our time as a group and we want to make the best use of the time.

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

Seminar: Haoran

Junqueira, F. P., Reed, B. C., & Serafini, M. (2011, June). Zab: High-performance broadcast for primary-backup systems. In 2011 IEEE/IFIP 41st International Conference on Dependable Systems & Networks (DSN) (pp. 245-256). IEEE. [http://deptinfo.unice.fr/twiki/pub/Minfo/DistributedAlgo/zab.pdf link]

Hunt, P., Konar, M., Junqueira, F. P., & Reed, B. (2010, June). ZooKeeper: Wait-free Coordination for Internet-scale Systems. In USENIX annual technical conference (Vol. 8, No. 9) [https://static.usenix.org/event/atc10/tech/full_papers/Hunt.pdf link]

Lab meeting: Canceled

=== ---June 4---===

Seminar: Hanyang

Che, Zhengping, et al. "Recurrent neural networks for multivariate time series with missing values." Scientific reports 8.1 (2018): 1-12. [https://www.nature.com/articles/s41598-018-24271-9]

Lab meeting: Ruixuan

=== ---June 11---===

Seminar: Ruixuan

Huynh, Sinh, et al. "VitaMon: measuring heart rate variability using smartphone front camera." Proceedings of the 17th Conference on Embedded Networked Sensor Systems. 2019.[[https://dl.acm.org/doi/10.1145/3356250.3360036]]

Lab meeting: Canceled

=== ---June 18---===

Seminar: Jingwen

Cao, Wei, Dong Wang, Jian Li, Hao Zhou, Lei Li, and Yitan Li. "Brits: Bidirectional recurrent imputation for time series." In Advances in Neural Information Processing Systems, pp. 6775-6785. 2018. [https://papers.nips.cc/paper/7911-brits-bidirectional-recurrent-imputation-for-time-series.pdf]

Lab meeting: Bing

=== ---June 25--- ===

Seminar: Dingwen

E. Choi, et al. "GRAM: Graph-based Attention Model for Healthcare Representation Learning." In Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD ’17). [https://dl.acm.org/doi/10.1145/3097983.3098126]

Lab meeting: Canceled

=== ---July 2--- ===

Seminar: Yehan

Quindlen, John F., Ufuk Topcu, Girish Chowdhary, and Jonathan P. How. Active sampling-based binary verification of dynamical systems. In AIAA Guidance, Navigation, and Control Conference, 2018. [https://arc.aiaa.org/doi/abs/10.2514/6.2018-1107]

Lab meeting: Public Holiday

=== ---July 9--- ===

Seminar: Bing
Ribeiro, Marco Tulio, Sameer Singh, and Carlos Guestrin. "Why should i trust you?: Explaining the predictions of any classifier." Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. ACM, 2016. [https://www.kdd.org/kdd2016/papers/files/rfp0573-ribeiroA.pdf]

Lundberg, Scott M., and Su-In Lee. "A unified approach to interpreting model predictions." Advances in neural information processing systems. 2017.[http://papers.nips.cc/paper/7062-a-unified-approach-to-interpreting-model-predictions.pdf]

Lundberg, Scott M., et al. "From local explanations to global understanding with explainable AI for trees." Nature machine intelligence 2.1 (2020): 2522-5839.[https://arxiv.org/pdf/1905.04610.pdf]

Lab meeting: Jiangnan

=== ---July 16 --- ===

Seminar: Jiangnan

Lab meeting: Haoran

=== ---July 23 --- ===

Seminar: Haoran

Lab meeting: Yehan

==Previous Semesters==
* [[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 Members

2020-02-10T03:23:49Z

Xuebing: /* PhD Students */

{| align="left"
| __TOC__
|}

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

<br style="clear:both;" />

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

== PhD Students ==

'''Current'''

* Ruixuan Dai: Machine Learning for Health
* Chong Li: Real-Time Cloud
* Dingwen Li: Machine Learning for Health
* Haoran Li: Real-Time Cloud
* Jiangnan Liu (with Roch Guerin)
* Yehan Ma: Industrial Internet of Things
* [https://sites.wustl.edu/xuebing/ Bing Xue]: Machine Learning for Health

'''Graduated'''
* [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://sites.google.com/site/jingliwustl/ 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.
* [http://www.cse.wustl.edu/~wuchengjie/ Chengjie Wu] (PhD 2014): Research Scientist, Facebook.
* [https://sites.google.com/site/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.
* [http://web.mst.edu/~saifullaha/ Abusayeed Saifullah] (PhD 2014): Assistant Professor, Wayne State University.
* 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, Google (Android Kernel Group).
* [http://www.divms.uiowa.edu/~ochipara/ Octav Chipara] (PhD 2010, with Catalin Roman): Assistant Professor, University of Iowa.
* [https://www.linkedin.com/pub/chien-liang-fok/36/199/a00 Chien-Liang Fok] (PhD 2009, with Catalin Roman): Researcher, Toyota Research Institute.
* [http://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.
* [http://www.cse.msu.edu/~glxing/ Guoliang Xing] (PhD 2006): Associate Professor, Michigan State University.
* [https://www.linkedin.com/in/qhuang Qingfeng Huang] (PhD 2003, with Catalin Roman): Senior Scientist, China Mobile US Research Center (formerly with Xerox PARC).

== MS and BS Students ==

* Danny Aguirre Duran (BS)
* Bang, Peter (BS)
* Agneesh Dasgupta (BS)
* Peter Ming (BS)
* Mali Vander Leest (BS)
* Huilin Xu (BS/MS)
* David Yang (BS/MS)
* Zach Young (BS)

== Recent Collaborators ==

* Department of Computer Science: Kunal Agrawal, Yixin Chen, Chris Gill, Roch Guerin
* School of Engineering: Pratim Biswas (EECE), Humberto Gonzalez (ESE), Arye Nehorai (ESE)
* School of Medicine: Thomas Bailey (Medical Informatics), George Despotis (Pathology & Immunology, Anesthesiology), Marin Kollef (ICU), Susan Stark, Alex Wang (Occupational Therapy)
* School of Architecture: Hongxi Yin
* Purdue University: Shirley Dyke
* UIUC: Gul Agha, Bill Spencer
* University of Pennsylvania: Insup Lee, Linh T.X. Phan, Oleg Sokolsky
* Vanderbilt University: Aniruddha Gokhale, Xenofon Koutsoukos, Doug Schmidt
* Emerson: Bill Drake, Eric Rotvold
* Microsoft Research: Ranveer Chandra, Jie Liu, Sriram Sankar
* Samsung: Tae-Suk Kim, Taerim Park
* VMware: Anne Holler