Research
IEOR researchers investigate the latest mathematical tools, approaches, and methodologies to make new theoretical discoveries and innovations that touch nearly every industry, making them more efficient and profitable in areas such as supply chain, logistics, manufacturing, data science, energy systems, robotics, and management.
Selected Publications
In Situ Answer Sentence Selection at Web-scale
Zhang, Zeyu & Vu, Thuy & Moschitti, Alessandro. (2024). In Situ Answer Sentence Selection at Web-scale. 4298-4302. 10.1145/3627673.3679946.
Scenario Grouping and Decomposition Algorithms for Chance-Constrained Programs
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
Multi-armed bandit with sub-exponential rewards
Huiwen Jia, Cong Shi, Siqian Shen, “Multi-armed Bandit with Sub-exponential Reward”, Operations Research Letters, 49(5), 728-733, 202, 2021
Benders Cut Classification via Support Vector Machines for Solving Two-Stage Stochastic Programs
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