Research Papers

(- denotes alphabetical ordering.)

• Uncertainty Quantification for LLM-Based Survey Simulations
  Chengpiao Huang, Yuhang Wu, Kaizheng Wang
  arXiv preprint arXiv:2502.17773, 2025   [arXiv]  [Code]
  
  

• Distribution-Free Predictive Inference under Unknown Temporal Drift
  Elise Han, Chengpiao Huang, Kaizheng Wang (-)
  arXiv preprint arXiv:2406.06516, 2024   [arXiv]  [Code]
  
  

• Model Assessment and Selection under Temporal Distribution Shift
  Elise Han, Chengpiao Huang, Kaizheng Wang (-)
  International Conference on Machine Learning, 2024   [arXiv]  [Code]
  
  

• A Stability Principle for Learning under Non-Stationarity
  Chengpiao Huang, Kaizheng Wang (-)
  arXiv preprint arXiv:2310.18304, 2023   [arXiv]   [Code]
  
  

Technical note:

• A Similarity Measure Between Functions with Applications to Statistical Learning and Optimization
  Chengpiao Huang, Kaizheng Wang (-)
  arXiv preprint arXiv:2501.08317, 2025   [arXiv]