LI, Gen 李根
| Position | Assistant Professor |
| genli [at] cuhk.edu.hk | |
| Phone Number | 3943 7055 |
| Fax Number | 2603 5188 |
| Address | LSB 129 |
| Homepage | https://ligen12.github.io/ |
Academic Background
Ph.D., Electronic Engineering, Tsinghua University (2021)
B.Sc., Electronic Engineering and Mathematics, Tsinghua University (2016)
Research Interest
Deep LearningGenerative AIHigh-dimensional and Large-scale Statistical AnalysisReinforcement LearningStatistical Machine Learning
Publication
- Towards Faster Non-Asymptotic Convergence for Diffusion-Based Generative Models, G. Li, Y. Wei, Y. Chen, Y. Chi
- Approximate message passing from random initialization with applications to Z_2 synchronization, G. Li, W. Fan, Y. Wei, Proceedings of the National Academy of Sciences 2023
- Breaking the Sample Size Barrier in Model-Based Reinforcement Learning with a Generative Model, G. Li, Y. Wei, Y. Chi, Y. Gu, Y. Chen, Operations Research 2023
- Softmax Policy Gradient Methods Can Take Exponential Time to Converge, G. Li, Y. Wei, Y. Chi, Y. Chen, Mathematical Programming 2022
- Minimax-Optimal Multi-Agent RL in Markov Games With a Generative Model, G. Li, Y. Chi, Y. Wei, Y. Chen, Neural Information Processing Systems (NeurIPS) 2022, Oral presentation
Honours and Awards
- Excellent Graduate Award, Tsinghua University
- Excellent Thesis Award, Tsinghua University