Research

Working Papers

Scenario Analysis with Provable Guarantee
Zhongze Cai, Xiaocheng Li, and Martin Haugh, 2024.

Publications

Towards Better Statistical Understanding of Watermarking LLMs (arXiv, code)
Zhongze Cai, Shang Liu, Hanzhao Wang, Huaiyang Zhong, and Xiaocheng Li, 2024.

Distribution-Free Model-Agnostic Regression Calibration via Nonparametric Methods (arXiv, code)
Shang Liu, Zhongze Cai, and Xiaocheng Li, 2023.

A Neural Network Based Choice Model for Assortment Optimization (arXiv)
Hanzhao Wang, Zhongze Cai, Xiaocheng Li, and Kalyan Talluri, 2023.

Deep Learning for Choice Modeling (arXiv, code)
Zhongze Cai, Hanzhao Wang, Kalyan Talluri, and Xiaocheng Li, 2022.