Publications

Predictive Production-and-Service Planning: Ambiguity Aversion with Performance Guarantees

Yuchen Mao, Francisco Saldanha-da-Gama, Shuming Wang, and Shouyang Wang

Management Science, Ahead of Print, 2026.

Robust Stochastic Facility Location: Sensitivity Analysis and Exact Solution

Tianqi Liu, Francisco Saldanha-da-Gama, Shuming Wang, and Yuchen Mao

INFORMS Journal on Computing, 34(5), 2776–2803, 2022.

Blessing of Latent Factors in Planning Supply Networks: A Nested Robust Predictive Approach

Yuchen Mao, Yongmiao Hong, Shouyang Wang, and Shuming Wang

Under review, 2026.

Integrated Learning and Robust Optimization

Cheng Tan, Yuchen Mao, Shuming Wang, and Huan Xu

Under review, 2026.

Polynomial Scenario Complexity for Value Estimation in Multistage Stochastic Programming

with Yifan Hu

Robust Multi-Location Inventory Optimization: Time-Series Forecasts with Coordinate Search

with Shouyang Wang, Shuming Wang, and Jiachen Zhang