华中科技大学讲师,研究兴趣主要集中于数据驱动运营管理,尤其关注库存与供应链管理、收益管理中的决策问题。在Management Science, Production and Operations Management等期刊发表多篇论文。担任Operations Research, Operations Research Letters等期刊审稿人。更详细情况见个人主页: https://shilin-yuan.github.io/
教育经历
2021-2025,清华大学,运筹学与控制论,博士
2017-2021,华中科技大学,数学与应用数学,本科
工作经历
2026-至今,华中科技大学 管理学院,讲师
2025-2026,香港中文大学 商学院,博士后
1. Junyi Liu, Qihang Sun, Jinxing Xie, Shilin Yuan. Joint Dynamic Advertising and Pricing: Near-Optimality of Static Policies and Demand Learning. Production and Operations Management (2026). (字母序,通讯).
2. Jiameng Lyu, Shilin Yuan, Bingkun Zhou, Yuan Zhou. Regret Optimality of Sample Average
Approximation for Data-Driven Newsvendor Problems: A General Optimization Perspective. Production and Operations Management (2026). (字母序,共同通讯).
3. Xin Chen, Jiameng Lyu, Shilin Yuan, Yuan Zhou. Learning in Lost-Sales Inventory Systems with Stochastic Lead Times and Random Supplies. Management Science (2026). (字母序,共同通讯).
4. Jiameng Lyu, Jinxing Xie, Shilin Yuan, Yuan Zhou. A Minibatch-SGD-Based Learning Meta-Policy for Inventory Systems with Myopic Optimal Policy. Management Science. 2025, Vol.71, No.7, pp.5572-5588. (字母序,共同通讯).
5. Shilin Yuan, Jiameng Lyu, Jinxing Xie, Yuan Zhou. Asymptotic Optimality of Base-Stock Policies for Lost-Sales Inventory Systems with Stochastic Lead Times. Operations Research Letters. 2024, Vol.57, Article 107196.