I have been very fortunate to work with amazing students and collaborators. We look forward to having more talented students joining us. If you are interested, please send me an email with your CV.
PhD students
- Zhe Zhang (Graduated in 2023)
Placement: Microsoft - Xiaotian Hou (Graduated in 2025)
Placement: Postdoc at UPenn - Ryumei Nakada (Graduated in 2025)
Placement: Postdoc at Harvard - Xiangrui Kong
- Tianze Wang
- Yulin Li
- Zihan Dong
Undergraduate/Master Research Interns
- Yinpeng Cai (Peking University) (06/2024-10/2024)
Publication: A Statistical Hypothesis Testing Framework for Data Misappropriation Detection in Large Language Models
Placement: Harvard Statistics PhD - Zhekun Shi (Peking University) (06/2024-10/2024)
Placement: Princeton ORFE PhD - Lujing Zhang (Peking University) (06/2023-10/2023)
Publication: Fair Risk Control: A Generalized Framework for Calibrating Multi-group Fairness Risks (ICML 2024)
Placement: CMU Statistics PhD - Qichuan Yin (Peking University) (06/2023-10/2023)
Publication: Distribution-Free Fair Federated Learning with Small Samples
Placement: U. Chicago Statistics PhD - Puheng Li (Peking University) (06/2022-10/2022)
Publication: FaiREE: Fair Classification with Finite-Sample and Distribution-Free Guarantee (ICLR 2023)
Placement: Stanford Statistics PhD - Haotian Ye (Peking University) (06/2022-09/2022)
Publication: Freeze then Train: Towards Provable Representation Learning under Spurious Correlations and Feature Noise (AISTATS 2023)
Placement: Stanford CS PhD - Yiping Wang (Zhejiang University) (02/2022-07/2022)
Publication: C-Mixup: Improving Generalization in Regression (NeurIPS 2022)
Placement: U. Washington CS PhD - Wenlong Ji (Peking University) (06/2021-10/2021)
Publication: The Power of Contrast for Feature Learning: A Theoretical Analysis (under review)
Placement: Stanford Statistics PhD - Tianze Wang (Rutgers University) (10/2021-05/2022)
Placement: Rutgers Statistics PhD - Mengyue Liu (Rutgers University) (07/2020-08/2020)
Placement: Senior Data Analyst at Capital One