I am currently a Ph.D. student at The Chinese University of Hong Kong, advised by Prof. Hong Xu. I also work with Prof. Juncheng Wang of HKBU. I hold a B.S. degree from Harbin Institute of Technology and a M.S. degree from Tsinghua University.

Research Interests: My research focuses on the (theoretical) foundation of solving mathematical optimization problems with learning-based methods. I try to improve the theoretical boundaries of existing algorithms by learning. I am also interested in enhancing the theoretical efficiency and reliability of learning-based models.

News

[02/2024] Our first L2O generality analysis work, “Towards Robust Learning to Optimize with Theoretical Guarantees,” has been accepted by CVPR 2024.
[12/2023] Our first L2O application work for wireless communication, “A Learning-only Method for Multi-Cell Multi-User MIMO Sum Rate Maximization,” has been accepted by INFOCOM 2024.