Publications

Hanzhe Li, Jin Li, Ye Luo, Xiaowei Zhang (2026). AI Persuasion, Bayesian Attribution, and Career Concerns of Decision-Makers. Management Science, 2nd Round Review.
Preprint
L. Jeff Hong, Yanxi Hou, Qingkai Zhang, Xiaowei Zhang (2026). Learning to Simulate: Generative Metamodeling via Quantile Regression. INFORMS Journal on Computing, 2nd Round Review.
Preprint
Wenjia Wang, Qingwen Zhang, Xiaowei Zhang (2026). SPARKLE: A Nonparametric Approach for Online Decision-Making with High-Dimensional Covariates.
Preprint
Yan Liu, Ye Luo, Zigan Wang, Xiaowei Zhang (2026). Uncertainty-Adjusted Sorting for Asset Pricing with Machine Learning.
Preprint
Runze Zhang, Xiaowei Zhang, Mingyang Zhao (2025). Predicting Effects, Missing Distributions: Evaluating LLMs as Human Behavior Simulators in Operations Management. INFORMS Journal on Data Science, Major Revision.
Preprint
Yang Li, Siqi Ping, Xiyu Chen, Xiaojian Qi, Zigan Wang, Ye Luo, Xiaowei Zhang (2025). AgentGit: A Version Control Framework for Reliable and Scalable LLM-Powered Multi-Agent Systems. WMAC 2026.
Preprint
L. Jeff Hong, Weihuan Huang, Jiheng Zhang, Xiaowei Zhang (2025). Staffing Under Taylor's Law: A Unifying Framework for Bridging Square-Root and Linear Safety Rules. Management Science, Minor Revision.
Preprint
Yanyuan Wang, Xiaowei Zhang (2025). ''Over-Optimizing'' for Normality: Budget-Constrained Uncertainty Quantification for Contextual Decision-Making.
Preprint
Jin Li, Ye Luo, Zigan Wang, Xiaowei Zhang (2025). Asymptotic Theory for IV-Based Reinforcement Learning with Potential Endogeneity. Journal of Econometrics, Minor Revision.
Preprint
Chujun He, Zhonghao Huang, Xiangguo Li, Ye Luo, Kewei Ma, Yuxuan Xiong, Xiaowei Zhang, Mingyang Zhao (2025). Hierarchical AI Multi-Agent Fundamental Investing: Evidence from China’s A‑Share Market.
Preprint