Robust Conformalized Selection with Noisy Responses
Chengyao Yu, Hongxin Wei, Bingyi Jing , 2026. [PDF]
Under review
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A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
publications
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
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
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
Residual Calibration via Local Feature-space Refinement
Xihao Wang*‡, Chengyao Yu*, Ruixing Ming† , 2026. [PDF]
Neural Information Processing Systems (NeurIPS), 2026
Robust Conformalized Selection with Noisy Responses
Chengyao Yu, Hongxin Wei, Bingyi Jing† , 2026. [PDF]
Under Review
Scheduling Recursive Reasoning in Looped Transformers
Boyuan Wang*, Chengyao Yu*, Jiaxin Ren*, Hongxin Wei, Bingyi Jing, Yuxin Tao† , 2026. [PDF]
Under Review
On the Pitfalls of Verbalized Confidence Priors for Calibrating Large Reasoning Models
Shuoyuan Wang, Beier Luo, Hao Zeng, Chengyao Yu, Songxin Zhang, Zejian Xie, Bingyi Jing, Hongxin Wei , 2026. [PDF]
Under Review
Candidate Selection for Hierarchical Streaming Data
Zhenyuan Sun*‡, Chengyao Yu*, Bingyi Jing†, Ruixing Ming† , 2026.
Under Review
Empirical Likelihood for Fréchet Variance under Smeariness
Chengyao Yu, Bingyi Jing† , 2026.
Upcoming
talks
A Gentle Introduction to Conformal Inference
, 2025.
Zhejiang Gongshang University
teaching
Statistical Linear Models
Teaching Assistant, Southern University of Science and Technology , 2025
Multivariate Statistical Analysis
Teaching Assistant, Southern University of Science and Technology , 2026
Regression Analysis
Teaching Assistant, Southern University of Science and Technology , 2026