CSE 7300 Research Seminar
- Instructor: 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. [1]
---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. [2]
---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. [3]
---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. [4]
---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). [5]
---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.[6]
Choi, Edward, et al. "Mime: Multilevel medical embedding of electronic health records for predictive healthcare." Advances in neural information processing systems 31 (2018).
[7]
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. [8]
---Apr 08 ---
Cancel
---Apr 15 ---
Hanyang
---Apr 22 ---
Ruiqi
---Apr 29 ---
Moran
- NeurIPS ([9])
- ICML ([10])
- AAAI ([11])
- SIGKDD ([12])
- IJCAI ([13])
- IMWUT ([14])
- Digital Medicine ([15])
- HEALTH ([16])
- Lancet Digital Health ([17])
---Cyber Physical Systems ---
- SenSys ([18])
- IPSN ([19])
- RTSS ([20])
- RTAS ([21])
- ICCPS ([22])
- MobiCom ([23])
- MobiSys ([24])
- Sigcomm ([25])
- NSDI ([26])
- SOSP ([27])
- OSDI ([28])
Presentation Schedule
Previous Semesters
- Spring 2021
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