研究领域

机器学习及高维统计理论

教育背景

本科，中山大学，2016-2020

博士，中国人民大学，2020-2025

荣誉与奖励

2024年博士研究生国家奖学金

2025年清华大学水木学者

论文发表

1. A splicing approach to best subset of groups selection. (with Junxian Zhu, Jin Zhu and Xueqin Wang), INFORMS Journal on Computing 35.1 (2023): 104-119.

2. Estimating Double Sparse Structures Over ℓu(ℓq) -Balls: Minimax Rates and Phase Transition (with Zhifan Li and Jianxin Yin), IEEE Transactions on Information Theory. 70.10 (2024): 7066-7088.

3. A minimax optimal approach to high-dimensional double sparse linear regression (with Zhifan Li, Shixiang Liu and Jianxin Yin), Journal of Machine Learning Research 25.369 (2024): 1-66.

4. Rethinking Hard Thresholding Pursuit: Full Adaptation and Sharp Estimation (with Shixiang Liu, Zhifan Li, Xueqin Wang and Jianxin Yin), IEEE Transactions on Information Theory.（2025）