Seminar Summer 2022
- 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
Shiqi Jiang, Zhiqi Lin, Yuanchun Li, Yuanchao Shu, and Yunxin Liu. 2021. Flexible high-resolution object detection on edge devices with tunable latency. In Proceedings of the 27th Annual International Conference on Mobile Computing and Networking (MobiCom ’21). Association for Computing Machinery, New York, NY, USA, 559–572. DOI:https://doi.org/10.1145/3447993.3483274
- NeurIPS ([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 2022
- Fall 2021
- Summer 2021
- Spring 2021
- Fall 2020
- Summer 2020
- Spring 2020
- Fall 2019
- Summer 2019
- Spring 2019
- Fall 2018
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- Fall 1998
- Spring 1998
