Difference between revisions of "CSE 7300 Research Seminar"

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* '''Instructor''': [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu]
 
* '''Instructor''': [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu]
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* '''Semester''': '''Summer 2021'''
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* '''Semester''': '''Fall 2022'''
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* '''Time''': Thursday at 4pm-4:50pm
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* '''Time''': Wednesday at 1pm-1:50pm
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* '''Location''': Virtual
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* '''Location''': McKelvey 1030
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=== ---ML for Health ---===
 
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=== ---Feb 04 ---===
 
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Ruixuan
 
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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.
 
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[https://dl.acm.org/doi/10.1145/3494970]
 
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=== ---Feb 11 ---===
 
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Ziqi
 
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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]
 
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=== ---Feb 18 ---===
 
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Cancel
 
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=== ---Feb 25 ---===
 
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Sixie
 
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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]
 
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=== ---Mar 04 ---===
 
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Moran
 
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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]
 
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=== ---Mar 11 ---===
 
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Jingwen
 
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Park, Chunjong, et al. "Reliable and Trustworthy Machine Learning for Health Using Dataset Shift Detection." Advances in Neural Information Processing Systems 34 (2021).
 
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[https://papers.nips.cc/paper/2021/file/17e23e50bedc63b4095e3d8204ce063b-Paper.pdf]
 
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=== ---Mar 18 ---===
 
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Cancel
 
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=== ---Mar 25 ---===
 
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Cancel
 
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=== ---Apr 01 ---===
 
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Bing
 
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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]
 
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Choi, Edward, et al. "Mime: Multilevel medical embedding of electronic health records for predictive healthcare." Advances in neural information processing systems 31 (2018).
 
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[https://proceedings.neurips.cc/paper/2018/file/934b535800b1cba8f96a5d72f72f1611-Paper.pdf]
 
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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]
 
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=== ---Apr 08 ---===
 
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Cancel
 
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=== ---Apr 15 ---===
 
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Hanyang
 
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=== ---Apr 22 ---===
 
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Ruiqi
 
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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
 
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* NeurIPS ([http://nips.cc/])
 
* NeurIPS ([http://nips.cc/])
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* SIGKDD ([http://www.kdd.org/])
 
* SIGKDD ([http://www.kdd.org/])
 
* IJCAI ([http://www.ijcai.org/])
 
* IJCAI ([http://www.ijcai.org/])
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* IMWUT ([http://dl.acm.org/journal/imwut])
 
 
* Digital Medicine ([http://www.nature.com/npjdigitalmed/])
 
* Digital Medicine ([http://www.nature.com/npjdigitalmed/])
 
* HEALTH ([http://dl.acm.org/journal/health])
 
* HEALTH ([http://dl.acm.org/journal/health])
 
* Lancet Digital Health ([https://www.thelancet.com/journals/landig/issues#decade=loi_decade_201])
 
* Lancet Digital Health ([https://www.thelancet.com/journals/landig/issues#decade=loi_decade_201])
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* IMWUT ([http://dl.acm.org/journal/imwut])
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* SenSys
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* MobiSys
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* MobiCom
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* IPSN
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* IoTDI
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==Presentation Schedule==
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=== ---Oct 12 ---===
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Bing
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=== ---Oct 19 ---===
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Jingwen
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=== ---Oct 26 ---===
 +
Hanyang
  
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=== ---Cyber Physical Systems ---===
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=== ---Nov 02 ---===
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Ziqi
  
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* SenSys ([http://sensys.acm.org])
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=== ---Nov 09 ---===
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* IPSN ([http://ipsn.acm.org])
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Ruiqi
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* RTSS ([http://www.rtss.org/])
 
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* RTAS ([http://www.rtas.org/])
 
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* ICCPS ([http://www.iccps.org])
 
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* MobiCom ([https://sigmobile.org/mobicom/2019/])
 
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* MobiSys ([http://www.sigmobile.org/mobisys/2019/])
 
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* Sigcomm ([http://conferences.sigcomm.org/sigcomm/2019/])
 
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* NSDI ([https://www.usenix.org/conference/nsdi19])
 
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* SOSP ([https://www.sigops.org/])
 
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* OSDI ([https://www.usenix.org/conference/osdi18/])
 
  
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==Presentation Schedule==
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=== ---Nov 16 ---===
 +
Jaehwan
 +
 
 +
=== ---Nov 30 ---===
 +
Bing
  
  
  
 
==Previous Semesters==
 
==Previous Semesters==
−
* [[Seminar Summer 2022|Summer 2022]]
 
 
* [[Seminar Spring 2022|Spring 2022]]
 
* [[Seminar Spring 2022|Spring 2022]]
 
* [[Seminar Spring 2021|Spring 2021]]
 
* [[Seminar Spring 2021|Spring 2021]]

Revision as of 06:08, 11 October 2022

  • Instructor: Prof. Chenyang Lu
  • Semester: Fall 2022
  • Time: Wednesday at 1pm-1:50pm
  • Location: McKelvey 1030
  • NeurIPS ([1])
  • ICML ([2])
  • AAAI ([3])
  • SIGKDD ([4])
  • IJCAI ([5])
  • Digital Medicine ([6])
  • HEALTH ([7])
  • Lancet Digital Health ([8])
  • IMWUT ([9])
  • 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

Previous Lab Meetings

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