Program Schedule
The detailed schedule for the school can be downloaded here.
Monday, December 12, 2022
- 08:45-09:00 Opening Remarks. Video
- 09:00-10:00 Yang Qiang:Trustworthy Federated Learning. Lecture Slides and Video
- 10:00-10:30 Coffee Break
- 10:30-11:30 Yu Han:Towards Trustworthy Federated Learning. Lecture Slides and Video
- 11:30-13:00 Lunch Break
- 13:00-14:00 Liu Zelei:Contribution-Aware Federated Learning for Smart Healthcare. Lecture Slides and Video
- 14:00-15:00 Li Anran:Interpretation of Federated Learning. Lecture Slides and Video
- 15:00-15:30 Coffee Break
- 15:30-16:30 Alysa Tan Ziying:Personalized Federated Learning. Lecture Slides and Video
- 16:30-17:30 Li Zengxiang:Collaborative Learning Ecosystem for Industrial Internet AI Applciations(Industry Talk). Video
Tuesday, December 13, 2022
- 09:00-10:00 He Binsheng:Federated Learning Systems: Towards Effective and Efficient Machine Learning Systems on Data Silos. Lecture Slides and Video
- 10:00-10:30 Coffee Break
- 10:30-11:30 Yu Wenhan, Terence Chua Jie, Zhao Jun:Deep Reinforcement Learning for Extended Reality and Metaverse over Wireless Networks. Lecture Slides and Video
- 11:30-13:00 Lunch Break
- 13:00-14:00 Reza Shokri:Data Privacy in Machine Learning. Lecture Slides and Video
- 14:00-15:00 Liu Yang:Towards Private, Efficient and Robust Cross-silo Federated Learning. Lecture Slides and Video
- 15:00-15:30 Coffee Break
- 15:30-16:30 Yi Yuekang:AI for Fuzzing: A Tale of Two Techniques. Lecture Slides and Video
Wednesday, December 14, 2022
- 09:00-10:00 Dusit Niyato:Semantic Communication and Resource Allocation. Lecture Slides and Video
- 10:00-10:30 Coffee Break
- 10:30-11:30 Xie Xiaofei:Quality Assurance of Deep Learning Systems. Lecture Slides and Video
- 11:30-13:00 Lunch Break
- 13:00-14:00 Guo Qing:Robust VisIntel: A Road towards Robustness of Visual Intelligence. Lecture Slides and Video
- 14:00-14:30 Bill Ong:AI Grand Challenges 2022
- 14:30-15:00 Mark Heng:Into AI Singapore FL Platform Showcase (Part 1)
- 15:00-15:30 Coffee Break
- 15:30-16:30 Mark Heng:Into AI Singapore FL Platform Showcase (Part 2) Lecture Slides
- 16:30-16:35 Closing Remarks
