Publications
- Xingyu Bai, Xin Chen, Menglong Li and Alexander Stolyar (2026) Asymptotic Optimality of Semi-Open-Loop Policies in Inventory Models with Stochastic Lead Times. Management Science, accepted. (SSRN,MS)
- Boxiao (Beryl) Chen, Menglong Li, David Simchi-Levi (2026) Dynamic Pricing With Infrequent Inventory Replenishments. Management Science, accepted. (SSRN,MS)
- Menglong Li, David Simchi-Levi, Renfei Tan, Chonghuan Wang, Michelle Xiao Wu (2026) Contextual Offline Demand Learning and Pricing with Separable Models. Management Science, 72(8):6433-7379. (SSRN,MS)
- Xingyu Bai, Xin Chen, Menglong Li and Alexander Stolyar (2023) Asymptotic Optimality of Semi-Open-Loop Policies in Markov Decision Processes with Large Lead Times. Operations Research, 71(6):2061-2077. (SSRN,OR)
- Xin Chen, Menglong Li (2022) S-Convexity and Gross Substitutability. Operations Research, 72(3):1242-1254.. (SSRN,OR)
- Xin Chen, Menglong Li (2021) M-Natural-Convexity and Its Applications in Operations. Operations Research, 69(5):1396-1408. (SSRN,OR)
- Xin Chen, Menglong Li (2020) Discrete Convex Analysis and Its Applications in Operations: A Survey. Production and Operations Management, 30(6):1904-1926. (SSRN,POM)
Working Paper
- Menglong Li, Jiawei Zhang. A First-Order Learning Algorithm for Online Resource Allocation with Constant Regret. (SSRN)
- Xin Chen, Jiachun Li, Menglong Li, Tiancheng Zhao, Yuan Zhou. Assortment Optimization Under the Multivariate MNL Model. Major revision at Operations Research. (SSRN)
- Bin Cao, Xin Chen, Xing Hu, Menglong Li, Ebrahim Arian. Monetizing Scarce Attention in Online Marketplaces: Decentralized Pricing, Assortment, and Endogenous Selling Fees. Under review. (SSRN)
- Xin Chen, Menglong Li, David Simchi-Levi, Tiancheng Zhao. Allocation of Covid-19 Vaccines Under Limited Supply. (MedRxiv, SSRN)
