Anytime Safe PAC Efficient Reasoning
Chengyao Yu*, Hao Zeng*, Youxin Zhu, Jianguo Huang, Huajun Zeng, Bingyi Jing , 2026. [PDF]
Under Review
Papers
Research Interests
- Reliable artificial intelligence
- Selective confromal Inference
- Multiple hypothesis testing
- Distribution approximation
Papers by year
(* equal contribution or alphabetical order)
2026
Polishing the Prediction: Local Adaptive Refinement for Robust Calibration
Xihang Wang*, Chengyao Yu*, Ruixing Ming , 2026.
Under Review
2025
FAIR-Pruner: Leveraging Tolerance of Difference for Flexible Automatic Layer-Wise Neural Network Pruning
Chenqing Lin, Mostafa Hussien, Chengyao Yu, Bingyi Jing, Osama Abdelrahman, Ruixing Ming , 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)
End-to-End Generative Multimodal Recommendation with Low-Rank Information Compression
Lifan Sun, Hongwei Jiang, Xinyuan Song, Jiapeng Zhao, Chengyao Yu, Tianxiang Xu, Yangfan He, Zichen Yuan , 2025.
Under Review
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