Publications

Qiang Chen, Tianyang Han, Jin Li, Ye Luo, Yuxiao Wu, Xiaowei Zhang, Tuo Zhou (2025). Can AI Master Econometrics? Evidence from Econometrics AI Agent on Expert-Level Tasks.
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Jin Li, Ye Luo, Xiaowei Zhang (2025). Seesaw Experimentation: A/B Tests with Spillovers.
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Wenjia Wang, Yanyuan Wang, Xiaowei Zhang (2024). Smooth Nested Simulation: Bridging Cubic and Square Root Convergence Rates in High Dimensions. Management Science 70(12):9031-9057.
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Liao Wang, Jin Yao, Xiaowei Zhang (2024). How Does Risk Hedging Impact Operations? Insights from a Price-Setting Newsvendor Model. Management Science 70(7):4167-4952.
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Liang Ding, Xiaowei Zhang (2024). Sample and Computationally Efficient Stochastic Kriging in High Dimensions. Operations Research 72(2):660–683.
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Jin Li, Ye Luo, Xiaowei Zhang (2023). Dynamic Selection in Algorithmic Decision-making.
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Liang Ding, L. Jeff Hong, Haihui Shen, Xiaowei Zhang (2022). Knowledge Gradient for Selection with Covariates: Consistency and Computation. Naval Research Logistics 69(3):496–507.
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L. Jeff Hong, Xiaowei Zhang (2021). Surrogate-Based Simulation Optimization. Emerging Optimization Methods and Modeling Techniques with Applications, 287–311, INFORMS TutORials in Operations Research.
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Liang Ding, Rui Tuo, Xiaowei Zhang (2021). High-Dimensional Simulation Optimization via Brownian Fields and Sparse Grids.
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Haihui Shen, L. Jeff Hong, Xiaowei Zhang (2021). Ranking and Selection with Covariates for Personalized Decision Making. INFORMS Journal on Computing 33(4):1500–1519.
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