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

Academic activities and community service

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.

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.

Faculty & Research