Publications

You can also find my publications on my Google Scholar profile.

Online Learning and Pricing for Service Systems with Reusable Resources
Huiwen Jia, Cong Shi, Siqian Shen
Operations Research 72 (3), 1203-1241, 2024.
A Shared Mobility Based Framework for Evacuation Planning and Operations Under Demand Uncertainty
Kati Moug, Huiwen Jia, Siqian Shen
IISE Transactions, 55(10), 971-984, 2023.
Featured in the September 2023 IISE Magazine [Post]
The University of Michigan Implements a Hub-and-Spoke Design to Accommodate Social Distancing in the Campus Bus System under COVID Restrictions
Gongyu Chen, Xinyu Fei, Huiwen Jia, Xian Yu, Siqian Shen
INFORMS Journal on Applied Analytics, 52(6):539-552, 2023.
Partner with a Third-Party Delivery Service or Not? – A Prediction-and-Decision Tool for Restaurants Facing Takeout Demand Surges During a Pandemic
Huiwen Jia, Jorge Alberto Ramírez García, Siqian Shen, Cong Shi
Service Science, 14(2), 139-155, 2022.
Benders Cut Classification via Support Vector Machines for Two-stage Stochastic Integer Program
Huiwen Jia, Siqian Shen
INFORMS Journal on Optimization, 3(3), 278-297, 2021.
Multi-armed Bandit with Sub-exponential Reward
Huiwen Jia, Cong Shi, Siqian Shen
Operations Research Letters, 49(5), 728-733, 202, 2021.
Scenario Grouping and Decomposition Algorithms for Chance-constrained Programs
Yan Deng, Huiwen Jia, Shabbir Ahmed, Jon Lee, Siqian Shen
INFORMS Journal on Computing, 3(2), 757-773, 2020.

Online Learning and Pricing for Network Revenue Management with Reusable Resources
Huiwen Jia, Cong Shi, Siqian Shen
Neural Information Processing Systems (NeurIPS), 2022
Online Learning and Pricing with Reusable Resources: Linear Bandit with Sub-exponential Rewards
Huiwen Jia, Cong Shi, Siqian Shen
International Conference on Machine Learning (ICML), 2022
Context-aware Route Recommendation with Weight Learning through Deep Neural Networks
Huiwen Jia, Hua Chai, Naiqiang Tan, Jun Fang, Xinyue Liu, Zengwei Huo, Yafeng Yin, Siqian Shen
American Control Conference (ACC), 2020