Robust Conformalized Selection with Noisy Responses
Chengyao Yu, Hongxin Wei, Bingyi Jing† , 2026. [PDF]
Under review
Papers
Papers by year
(* equal contribution; † corresponding author; ‡ supervised student)
2026
Anytime Safe PAC Efficient Reasoning
Chengyao Yu, Hao Zeng*, Youxin Zhu, Jianguo Huang, Huajun Zeng, Bingyi Jing† , 2026. [PDF]
International Conference on Machine Learning (ICML), 2026
2025
FAIR-Pruner: Leveraging Tolerance of Difference for Flexible Automatic Layer-Wise Neural Network Pruning
Chenqing Lin, Mostafa Hussien, Chengyao Yu, Bingyi Jing, Ruixing Ming, Kim Khoa Nguyen, Mohamed Cheriet , 2025. [PDF]
Under Review
Random Weighting Approximation of M-estimators with Increasing Dimensions of Parameter
Ruixing Ming*, Chengyao Yu*, Min Xiao, Zhanfeng Wang† , 2025. [PDF]
Statistica Sinica (Accepted)
2024
A generalized e-value feature detection method with FDR control at multiple resolutions
Chengyao Yu, Ruixing Ming†, Min Xiao, Zhanfeng Wang†, Bingyi Jing , 2024. [PDF]
Under Review