Song, B., & Jian, S. (2025). Balancing privacy and revenue: A differentially private dynamic pricing algorithm for ride-hailing. Transportation Research Part E: Logistics and Transportation Review, 203, 104310.
Liu, J., Wu, C., & Jian, S. (2025). Heterogenous responses to risky behavior involving monetary and non-monetary variables in MaaS context: a latent class choice approach. Travel Behaviour and Society, 41, 101097.
Ding, Y., Ding, X., Liu, J., & Jian, S. (2025). The equity-efficiency trade-off in transportation: Analyzing the optimal joint pricing and resource allocation strategies under equity constraints. Transportation Research Part E: Logistics and Transportation Review, 201, 104252.
Cai, J., Ding, Y., & Jian, S. (2025). Regulation of price discrimination in the transportation market under duopoly competition. Transportation Research Part E: Logistics and Transportation Review, 199, 104127.
Ding, Y., & Jian, S. (2025). Enter or not? Strategic interactions between electric vehicle manufacturers and mobility service providers. Transport Policy, 168, 288-304.
Zhuang, R., Zhang, G., Zhu, N., & Jian, S. (2025). A two-stage robust satisficing model for equitable EV-sharing system with parking-charging slots. Transportmetrica A: Transport Science, 2517897.
Ding, X., & Jian, S. (2025). Joint resource exchange and pricing for intercity multimodal transport systems. Transportation Research Part B: Methodological, 194, 103184.
Waller, S. T., Polydoropoulou, A., Tassiulas, L., Ziliaskopoulos, A., Jian, S., Wagenknecht, S., … & Bednarz, T. (2025). Mobility as a resource (maar) for resilient human-centric automation–a vision paper. Data Science for Transportation, 7(1), 1.
Guo, J., Long, J., Szeto, W. Y., Tan, W., & Jian, S. (2025). Vehicle routing in one-way carsharing service with ridesharing options: A variable neighborhood search algorithm. Transportation Research Part C: Emerging Technologies, 171, 104983.
Huang, W., & Jian, S. (2025). Unveiling coopetition dynamics between shared mobility and public transport: A game-theoretic approach. Transportation Research Part E: Logistics and Transportation Review, 193, 103863.
Ding, Y., Jian, S., & Yu, L. (2025). How to reduce carbon emissions in the urban transportation systems through carbon markets? Balancing the monetary and environmental benefits. Applied Energy, 377, 124454.
Ding, Y., & Jian, S. (2024). Strategic investment in charging infrastructure: Sharing costs or taking over?. Applied Energy, 376, 124136.
Huang, W., Ding, Y., & Jian, S. (2024). Strategic coopetition among transportation service providers considering supply–demand congestion effects and asymmetric bargaining power. Transportation Research Part B: Methodological, 188, 103043.
Ding, X., Qi, Q., & Jian, S. (2024). Truthful online double auctions for on-demand integrated ride-sourcing platforms. European Journal of Operational Research, 317(3), 737-747.
Lv, Z., Wang, X., Cheng, Z., Jian, S., & Li, J. (2024). ST-TDCN: A two-channel tree-structure spatial–temporal convolutional network model for traffic velocity prediction. Expert Systems with Applications, 125053.
Ding, X., & Jian, S. (2024). Revenue sharing and resource allocation for cooperative multimodal transport systems. Transportation Research Part C: Emerging Technologies, 164, 104666.
Wen, X., Zheng, X., Cui, Z., Jian, S., & He, D. (2024). Preference-Based Reinforcement Learning for Autonomous Vehicle Control Considering the Benefits of Following Vehicles. IEEE Transactions on Intelligent Vehicles.
Wen, X. L., Jian, S., & He, D. (2024, June). A Leading Cruise Controller for Autonomous Vehicles in Mixed Autonomy Based on Preference-Based Reinforcement Learning. In 2024 IEEE Intelligent Vehicles Symposium (IV) (pp. 752-757). IEEE.
Huang, W., Jian, S., & Rey, D. (2024). Non-additive network pricing with non-cooperative mobility service providers. European Journal of Operational Research.
Liu, J., Wen, X., & Jian, S. (2024). Toward better equity: Analyzing travel patterns through a neural network approach in mobility-as-a-service. Transport Policy, 153, 110-126.
Yu, L., Ding, Y., & Jian, S. (2024). Managing carbon emissions in urban mobility system: A credit-based reservation scheme. Transportation Research Part D: Transport and Environment, 130, 104197.
Liu, J., Jian, S., Wu, C., & Dixit, V. (2024). Risky choice and diminishing sensitivity in MaaS context: A nonlinear logit analysis of traveler behavior. Transportation Research Part C: Emerging Technologies, 162, 104603.
Yu, L., Guo, F., Sivakumar A., and Jian, S., 2023. Few-Shot traffic prediction based on transferring prior knowledge from local network. Transportmetrica B: Transport Dynamics, 11 (1), 2240533.
Liu, J., Wu, C., Jian, S., Dixit, V., and Rashidi, T.H., 2023. Understanding the impact of occasional activities on travelers’ preferences for mobility-as-a-service: A stated preference study. Travel Behaviour and Society, 33, 100604.
Wen, X., Jian S., and He, D., 2023. Modeling the Effects of Autonomous Vehicles on Human Driver Car-Following Behaviors Using Inverse Reinforcement Learning. IEEE Transactions on Intelligent Transportation Systems.
Ding, X., Qi, Q., Jian, S., and Yang H., 2023. Mechanism design for Mobility-as-a-Service platform considering travelers’ strategic behavior and multidimensional requirements. Transportation Research Part B: Methodological, 173, 1-30.
Ding, Y., and Jian, S., 2023. How to Build a Green Mobility System? A Dilemma between Market Growth and Emission Reduction. A Dilemma between Market Growth and Emission Reduction (April 24, 2023).
Niu, C., Jian, S., Nair, D., and Dixit, V., 2023. Pre-Disaster Resilient Road Network Investment Strategy With Uncertainty Quantification. IEEE Transactions on Intelligent Transportation Systems.
Ding, Y., and Jian, S., 2022. Strategic collaboration between land owners and charging station operators: Lease or outsource? Transportation Research Part B: Methodological, 166, 183-211.
Wen, X., Jian S., and He, D., 2022. Modeling human driver behaviors when following autonomous vehicles: An inverse reinforcement learning approach. 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC), Macau, China, 2022, pp. 1375-1380.
Huang, C., Wen, X., He, D., and Jian, S., 2022. Sharing the road: how human drivers interact with autonomous vehicles on highways. Proceedings of the Human Factors and Ergonomics Society Annual Meeting, 66(1), 1437–1441.
Cheng, Z., Rashidi, T.H., Jian, S., Maghrebi, M., Waller S.T., and Dixit, V., 2022. A Spatio-Temporal autocorrelation model for designing a carshare system using historical heterogeneous Data: Policy suggestion. Transportation Research Part C: Emerging Technologies, 141, 103758.
Ding, Y., Li, S., and Jian, S., 2022. Optimal pricing and fleet management for shared electric vehicle in coupled power and transport networks. Transportation Research Part C: Emerging Technologies, 141, 103727.
Wen, X., Cui, Z., and Jian, S., 2022. Characterizing car-following behaviors of human drivers when following automated vehicles using the real-world dataset. Accident Analysis & Prevention, 172, 106689.
Ding, Y., Li, X., and Jian, S., 2022. Modeling the impact of vehicle-to-grid discharge technology on transport and power systems. Transportation Research Part D: Transport and Environment, 105, 103220.
Huang, W., Huang, W., and Jian, S., 2022. One-way carsharing service design under demand uncertainty: A service reliability-based two-stage stochastic program approach. Transportation Research Part E: Logistics and Transportation Review, 159, 102624.
Dixit, V. and Jian, S., 2022. Quantum Fourier transform to estimate drive cycles. Scientific Reports, 12 (1), 654.
Ding, Y. and Jian, S.,2021. Strategic investment of electric vehicle charging infrastructure: competition, regulation and perception with differentiated capacity. The 25th International Conference of Hong Kong Society for Transportation Studies: Sustainable Mobility, Hong Kong, 9 – 10 December 2021.
Ma, M., Liu, W., Li, X., Zhang, F., Jian, S., & Dixit, V., 2021. Quantifying service-reliability-based day-to-day evolution of travel choices in public transit systems with smart transit card data. Transportmetrica B: Transport Dynamics, 9(1), 519-551.
Jian, S., Liu, W., Wang, X., Yang, H. and Waller, S.T., 2020. On integrating carsharing and parking sharing services. Transportation Research Part B: Methodological, 142, 19-44.
Cheng, Z., Jian, S., Rashidi, T.H., Maghrebi, M., and Waller, S.T.,2020. Integrating Household Travel Survey and Social Media Data to Improve the Quality of OD Matrix: A Comparative Case Study. IEEE Transactions on Intelligent Transportation Systems, 21(6), 2628-2636.
Dixit, V., Jian, S., Hassan, A. and Robson, E., 2019. Eliciting perceptions of travel time risk and exploring its impact on value of time. Transport Policy, 82, pp.36-45.
Dixit, V., Xiong, Z., Jian, S. and Saxena, N., 2019. Risk of automated driving: Implications on safety acceptability and productivity. Accident Analysis & Prevention, 125, pp.257-266.
Wijayaratna, K.P., Cunningham, M.L., Regan, M.A., Jian, S., Chand, S. and Dixit, V., 2019. Mobile phone conversation distraction: Understanding differences in impact between simulator and naturalistic driving studies. Accident Analysis & Prevention, 129, pp.108-118.
Jian, S., Rey, D. and Dixit, V., 2018. An Integrated Supply-Demand Approach to Solving Optimal Relocations in Station-Based Carsharing Systems. Networks and Spatial Economics, pp.1-22.
Jian, S., Rashidi, T.H. and Dixit, V., 2017. An analysis of carsharing vehicle choice and utilization patterns using multiple discrete-continuous extreme value (MDCEV) models. Transportation Research Part A: Policy and Practice, 103, pp.362-376.
Jian, S., Rashidi, T.H., Wijayaratna, K.P. and Dixit, V., 2016. A Spatial Hazard-Based analysis for modelling vehicle selection in station-based carsharing systems. Transportation Research Part C: Emerging Technologies, 72, pp.130-142.
Jian, S., Rey, D. and Dixit, V., 2016. Dynamic optimal vehicle relocation in carshare systems. Transportation Research Record, 2567(1), pp.1-9.
Rashidi, T.H., Rey, D., Jian, S., and Waller, S.T., 2016. A Clustering Algorithm for Bi‐Criteria Stop Location Design with Elastic Demand. Computer‐Aided Civil and Infrastructure Engineering, 31(2), pp.117-131.
SmartMobility Group @ HKUST 