Xun Zhang - Research

Selected publications

*stands for the first or corresponding author

X. Zhang*, Z. Ye, and W. B. Haskell. Error Propagation in Asymptotic Analysis for Data-Driven Inventory Policies. Operations Research, 2025 73(1):1-21 [link].
X. Zhang*, W. B. Haskell, and Z. 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]

Conditional Generative Learning for Joint Pricing and Inventory Control. with X. J., X. H., and Z. Ye, major revision at Manufacturing & Service Operations Management.
Risk Aversion in a Data-Driven Inventory Problem. with X. Jiang, Z. Ye, and T. Loon Ching, 2nd round major revision at Production and Operations Management
Data-Driven Inventory Policies with Dependent Demands. with Y. Wang and Z. Ye, 2nd round review at Operations Research.
Data-Driven Matching for Impatient and Heterogeneous Demand and Supply. with A. Ward and W. Liu, review at Mathematics of Operations Research [ssrn]
Adaptive Learning in Branded-Fare Revenue Management. with L .Wu, C. Liu, and CP. Teo, review at Operations Research. [ssrn ]
A Data-Driven Bayesian Nonparametric Approach for Black-Box Optimization. with H. Wang, S. Ng, and S. Wang. in revision. [arxiv]
An End-to-end Model for Share-of-choice Product Line Design Problem. with M. Liu, H. Gong, and C. Liu. in revision [arxiv]

I am an ad hoc reviewer for