Publications
You can also find my publications on my Google Scholar profile.
Journal Papers
- Huiwen Jia, Cong Shi, Siqian Shen, “Online Learning and Pricing for Service Systems with Reusable Resources”, Operations Research 72 (3), 1203-1241. [PDF]
- Kati Moug, Huiwen Jia, Siqian Shen, “A Shared Mobility Based Framework for Evacuation Planning and Operations Under Demand Uncertainty “, IISE Transactions, 55(10), 971-984, 2023. [PDF]
- Featured in the September 2023 IISE Magazine [Post]
- Gongyu Chen, Xinyu Fei, Huiwen Jia, Xian Yu, Siqian Shen, “The University of Michigan Implements a Hub-and-Spoke Design to Accommodate Social Distancing in the Campus Bus System under COVID Restrictions”, INFORMS Journal on Applied Analytics, 52(6):539-552, 2023. [PDF]
- Huiwen Jia, Jorge Alberto Ramírez García, Siqian Shen, Cong Shi, “Partner with a Third-Party Delivery Service or Not? – A Prediction-and-Decision Tool for Restaurants Facing Takeout Demand Surges During a Pandemic”, Service Science, 14(2), 139-155, 2022. [PDF]
- Huiwen Jia, Siqian Shen, “Benders Cut Classification via Support Vector Machines for Two-stage Stochastic Integer Program’’, INFORMS Journal on Optimization, 3(3), 278-297, 2021. [PDF] [data file]
- Huiwen Jia, Cong Shi, Siqian Shen, “Multi-armed Bandit with Sub-exponential Reward”, Operations Research Letters, 49(5), 728-733, 202, 2021. [PDF]
- Yan Deng, Huiwen Jia, Shabbir Ahmed, Jon Lee, Siqian Shen, “Scenario Grouping and Decomposition Algorithms for Chance-constrained Programs”, INFORMS Journal on Computing, 3(2), 757-773, 2020. [PDF] [data file]
Conference Proceedings
- Huiwen Jia, Cong Shi, Siqian Shen, “Online Learning and Pricing for Network Revenue Management with Reusable Resources,” in the Proceedings of Conference on Neural Information Processing Systems (NeurIPS 2022), New Orleans, LA, 2022.
- Huiwen Jia, Cong Shi, Siqian Shen, “Online Learning and Pricing with Reusable Resources: Linear Bandit with Sub-exponential Rewards”, in the Proceedings of International Conference on Machine Learning 2022 (ICML 2022), Baltimore, MD, 2022.
- Huiwen Jia, Hua Chai, Naiqiang Tan, Jun Fang, Xinyue Liu, Zengwei Huo, Yafeng Yin, Siqian Shen, “Context-aware Route Recommendation with Weight Learning through Deep Neural Networks”, in the Proceedings of American Control Conference (ACC 2020), Denver, CO, 2020.