Research

Publications and Working Papers

1. Reinforcement Learning for Intensity Control: An Application to Choice-Based Network Revenue Management
   Huiling Meng, Ningyuan Chen, Xuefeng Gao
   Operations Research, published online, 2026.
   Preliminary version accepted at NeurIPS 2025 ML×OR Workshop.

2. Design Experiments to Compare Multi-armed Bandit Algorithms
   Huiling Meng, Ningyuan Chen, Xuefeng Gao
   Job Market Paper. Under review at Operations Research.
   Third Prize, 2026 POMS China Best Student Paper Competition.

3. Reinforcement Learning for Continuous-Time Jump Markov Decision Processes with Applications to Network Dynamic Pricing
   Huiling Meng, Ningyuan Chen, Xuefeng Gao
   Preparing for submission.