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    Lyu Jiameng

    Assistant Profe

    Management Scie

    Add: Guoshun Road Siyuan Building Room 109, Siyuan Building

    Tel: 25011438(TEL)

    E-mail: jiamenglyu@fudan.edu.cn

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

    Website:

    Teacher information
    Achievements in scientific research
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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.