A Stability Principle for Learning under Non-Stationarity. - Chengpiao Huang; Kaizheng Wang (CoRR, 2023)

Model Assessment and Selection under Temporal Distribution Shift. - Elise Han; Chengpiao Huang; Kaizheng Wang (ICML, 2024)

Distribution-Free Predictive Inference under Unknown Temporal Drift. - Elise Han; Chengpiao Huang; Kaizheng Wang (CoRR, 2024)

A Similarity Measure Between Functions with Applications to Statistical Learning and Optimization. - Chengpiao Huang; Kaizheng Wang (CoRR, 2025)

Uncertainty Quantification for LLM-Based Survey Simulations. - Chengpiao Huang; Yuhang Wu; Kaizheng Wang (CoRR, 2025)