Yajie Bao

Welcome to my homepage! I am currently a postdoc scholar at School of Statistics and Data Science, Nankai University. My advisor is Prof. Changliang Zou. I obtained my PhD degree in Statistics from Shanghai Jiao Tong University under the supervision of Prof. Dong Han and Prof. Haojie Ren. I virtually visited Prof. Mingrui Liu's lab at George Mason University from 2022-2024. I received my B.S. degree in Statistics from East China Normal University. Email: yajiebao@nankai.edu.cn Here is my Google scholar profile.

Research interests

• Comformal prediction

• Selective inference

• Deep learning theory

• Federated learning

Recent papers

• CAP: A General Algorithm for Online Selective Conformal Prediction with FCR Control
  Yajie Bao, Yuyang Huo, Haojie Ren and Changliang Zou.
  Journal of Machine Learning Research (JMLR), Accepted, 2025.

• Conformal Robustness Control: A New Strategy for Robust Decision
  Yang Hu, Jieren Tan, Changliang Zou, Yajie Bao and Haojie Ren.
  Submitted, 2025.

• Optimal Model Selection for Conformalized Robust Optimization
  Yajie Bao, Yang Hu, Haojie Ren, Peng Zhao and Changliang Zou.
  arxiv, 2025+.

• Conformal Prediction with Cellwise Outliers: A Detect-then-Impute Approach
  Qian Peng, Yajie Bao, Haojie Ren, Zhaojun Wang, Changliang Zou.
  International Conference on Machine Learning (ICML), 2025.

Service

Reviewer: JASA; ICML; NeurIPS; ICLR; AISTATS.