Xun Zhang - Research

Selected publications

*stands for the first or corresponding author

Xun Zhang*, Zhisheng Ye, and W. B. Haskell. Error Propagation in Asymptotic Analysis for Data-Driven Inventory Policies. Operations Research, 2025 73(1):1-21 [link].
Xianghua Jiang, Zhisheng Ye, T. Loon Ching, and Xun Zhang*. Risk Aversion in a Data-Driven Multi-Period Inventory Control Problem. Production and Operations Management forthcoming [link]
Xun Zhang*, W. B. Haskell, and Zhisheng Ye. A Unifying Framework for Variance Reduction Algorithms for Finding Zeroes of Monotone Operators. Journal of Machine Learning Research, 23 (60), 1-44. [link]
- National Semiconductor Gold Medal, Singapore, 2021. "Awarded to the higher degree graduate in the Department of Industrial Systems Engineering and Management who has published the best research paper that has been accepted/published by an international journal" [link]

Selected working papers

Weiliang Liu, Amy Ward, and Xun Zhang (alphabetical order). Data-Driven Matching for Impatient and Heterogeneous Demand and Supply, minor revision at Mathematics of Operations Research [ssrn]

Xun Zhang*, Yudong Wang and Zhisheng Ye. Data-driven multi-period newsvendor with demand dependence and side information: Tight finite-sample and asymptotic guarantees, major revision at Operations Research.

Xiangbin Hu, Xianghua Jiang, Zhisheng Ye, and Xun Zhang (alphabetical order). Conditional Generative Learning for Joint Pricing and Inventory Control, 2nd round review (after one major revision) at Manufacturing & Service Operations Management.

Lan Wu, Changchun Liu, Teo Chung Piaw, and Xun Zhang*. Adaptive Learning in Branded-Fare Revenue Management, review at Operations Research. [ssrn ]

Maoqi Liu, Wenxuan Shan, and Xun Zhang*. Data-driven Robust Share-of-choice Product Line Design Optimizations. review at MSOM SIG 2026

Haowei Wang, Xun Zhang, S.H Ng, and Songhao Wang. Data Sufficiency for Managing Operational Risk: An Online Bayesian Non-parametric Approach review at MSOM SIG 2026