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    Lyu Jiameng

    Assistant Professor

    Management Science

    Add: Guoshun Road Siyuan Building Room 109, Siyuan Building

    Tel: +86-21-25011438

    E-mail: jiamenglyu@fudan.edu.cn

    Research Field: Data-driven Decision-making, Online Learning & Optimization, Machine Learning, Reinforcement Learning

    Website:

    Teacher information
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    Educational Background

    Doctor Degree, Mathematics (Operations Research), Tsinghua University

    Bachelor Degree, Statistics, University of Science and Technology of China


    Journal Papers


    1.Jiameng Lyu, Jinxing Xie, Shilin Yuan, and Yuan Zhou. 2025. A minibatch stochastic gradient descent-based learning metapolicy for inventory systems with myopic optimal policy. Management Science 71(7) 5572-5588.  



    2.Shilin Yuan, Jiameng Lyu, Jinxing Xie, and Yuan Zhou. 2024. Asymptotic optimality of base-stock policies for lost-sales inventory systems with stochastic lead times. Operations Research Letters 57 1-7.  



    3.Xi Chen, Jiameng Lyu, Yining Wang, and Yuan Zhou. 2024. Network revenue management with demand learning and fair resource-consumption balancing. Production and Operations Management 33(2) 494-511.  



    4.Qi Qi, Jiameng Lyu, Kung-Sik Chan, Er-Wei Bai, and Tianbao Yang. 2023. Stochastic Constrained DRO with a Complexity Independent of Sample Size. Transactions on Machine Learning Research 2023/06 1-37.