Research
Preprints
Estimation of Treatment Effects under Nonstationarity via Truncated Difference-in-Q’s [Code]
Ramesh Johari, Tianyi Peng, Wenqian Xing
Online Learning for Dynamic Service Mode Control
Wenqian Xing, Yue Hu, Anand Kalvit, Vahid Sarhangian
Generalized Hypercube Queuing Models with Overlapping Service Regions
Shixiang Zhu, Wenqian Xing, Yao Xie
Optimizing Server Locations for Stochastic Emergency Service Systems
Cheng Hua, Arthur J. Swersey, Wenqian Xing, Yi Zhang
Publications
Black-Box Optimization with Implicit Constraints for Public Policy [Code]
Wenqian Xing, JungHo Lee, Chong Liu, Shixiang Zhu
Oral Paper, AAAI Conference on Artificial Intelligence (AAAI) 2025
Refereed Paper, INFORMS Optimization Society Conference (IOS) 2024
Optimal Unit Locations in Emergency Service Systems with Bayesian Optimization
Wenqian Xing, Cheng Hua
Best Paper (Finalist), INFORMS Conference on Service Science 2022
Best Student Paper (Finalist), POMS International Conference 2022
NuSC: An Effective Local Search Algorithm for Solving the Set Covering Problem [Code]
Chuan Luo, Wenqian Xing, Shaowei Cai, Chunming Hu
IEEE Transactions on Cybernetics 2022
Patient Transfer under Ambulance Offload Delays: An Approximate Dynamic Programming Approach
Wenqian Xing, Cheng Hua
Best Student Paper (2nd Place), INFORMS Conference on Service Science 2021
Predictive Job Scheduling under Uncertain Constraints in Cloud Computing [Code]
Hang Dong, Boshi Wang, Bo Qiao, Wenqian Xing, Chuan Luo et al.
International Joint Conferences on Artificial Intelligence (IJCAI) 2021
Correlation-aware Heuristic Search for Intelligent Virtual Machine Provisioning in Cloud Systems
Chuan Luo, Bo Qiao, Wenqian Xing, Xin Chen et al.
AAAI Conference on Artificial Intelligence (AAAI) 2021