Refereed Articles Published

  1. Luo, Qi, Romesh Saigal, Zhibin Chen, and Yafeng Yin, “Accelerating the Adoption of Automated Vehicles by Subsidies: A Dynamic Games Approach. ” Transportation Research Part B: Methodological, 129:226-243, 2019.

Papers under Revision

  1. 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.
    • APS 2019 Student paper competition, finalist.
    • Murty Prize 2019 for best paper on optimization.
  2. 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.
  3. 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.

Refereed Conference Proceedings

  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. Yu, Fangzhou, Qi Luo, Tayo Fabusuyi, and Robert Hampshire. “A Heuristic for Learn-and-Optimize New Mobility Services with Equity and Efficiency Metrics.” 98th Annual Meeting Transportation Research Board, Washington, USA 2020.
  3. 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 Intelligent Transportation Systems (ITSC), pp. 2256-2261. IEEE, 2018.
  4. Luo, Qi, Romesh Saigal, Robert Hampshire, and Xinyi Wu. ”A Statistical Method for Parking Spaces Occupancy Detection via Automotive Radars.” In 2017 IEEE 85th Vehicular Technology Conference (VTC Spring), pp. 1-5. IEEE, 2017.

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.


  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.
  2. Wu, Xinyi, Kartik Balkumar, Qi Luo, Robert Hampshire, and Romesh Saigal. “An Evaluation of Information Sharing Parking Guidance Policies Using a Bayesian Approach.” Transportation Research Board Annual Meeting 2016. Available in SSRN.