Refereed Articles Published

  1. Luo, Qi, Zhiyuan Huang, and Henry Lam. “Dynamic Congestion Pricing for Ridesourcing Traffic: A Simulation-Based Representation and Optimization Approach.” Winter Simulation Conference 2019 Proceedings.
  2. Luo, Qi, Xuechun Dou, Xuan Di, and Robert Cornelius Hampshire. ”Multimodal Connections between Dockless Bike-sharing and Ride-Hailing: An Empirical Study in New York City.” In 2018 21st International Conference on IntelligentTransportation Systems (ITSC), pp. 2256-2261. IEEE, 2018.
  3. Luo, Qi, Romesh Saigal, Robert Hampshire, and Xinyi Wu. ”A Statistical Method for Parking Spaces Occupancy Detectionvia Automotive Radars.” In 2017 IEEE 85th Vehicular Technology Conference (VTC Spring), pp. 1-5. IEEE, 2017.

Papers under Revision

  1. Luo, Qi, Romesh Saigal, Zhibin Chen, and Yafeng Yin, “Accelerating the Adoption of Automated Vehicles by Subsidies: A Dynamic Games Approach. ” Revision, Transportation Research Part B: Methodological.
  2. Yuan, Hao, Qi Luo, and Cong Shi. “Marrying Stochastic Gradient Descent with Bandits: Learning Algorithms for Inventory Systems with Fixed Costs.” Major Revision, Management Science. (2019 Murty Prize for best paper on optimization).
  3. Li, Shukai, Qi Luo, Xuan Di, and Robert Hampshire. “Design of a Hub-and-Spoke Multimodal Network for the On-Demand Mobility Ecosystem: Connecting Ride-Hailing and Micro-Mobility.” Revision, IEEE Transactions on Intelligent Transportation Systems.
  4. Luo, Qi, Xuechun Dou, Xuan Di, and Robert Hampshire. “Multimodal Connections between Micro-Mobility and Micro-transit: Conceptual Foundations and Empirical Evidence.” Revision, IEEE Intelligent Transportation Systems Magazine.

Papers under Review

  1. Luo, Qi, and Romesh Saigal. “Multi-Agent Contracts in Continuous Time: Characterization of Equilibrium.” submitted, SIAM Journal on Control and Optimization.
  2. Li, Shukai, Qi Luo, and Robert Hampshire. “Optimizing Large On-Demand Transportation Networks via Approximate Analysis” submitted, European Journal of Operational Research.
  3. Yu, Fangzhou, Qi Luo, Tayo Fabusuyi, and Robert Hampshire. “A Heuristic for Learn-and-Optimize New Mobility Services with Equity and Efficiency Metrics.” submitted in 98th Annual Meeting Transportation Research Board, Washington, USA 2019.


  1. Yuan, Hao, Qi Luo, and Robert Hampshire. “Data-Driven Modeling of Ride-Hailing Trajectories.”  Workshop in ACM SIGIR conference, Ann Arbor, USA 2018. Available in SSRN.