Dr. Wei LIU Associate Professor

Location FG625
Phone 3400 2386
mail wei.w.liu@polyu.edu.hk
stream Personal Website








Biography B.Eng. (Tsinghua); LL.B. (Tsinghua); PhD (HKUST)
Short Description
Dr. Wei Liu is an Associate Professor at the Department of Aeronautical and Aviation Engineering, The Hong Kong Polytechnic University. Prior to this, he was a faculty member at UNSW Sydney in Australia and University of Glasgow in the UK, and was a Researcher at Ecole Polytechnique Federale de Lausanne (EPFL), Switzerland. Dr. Liu received his PhD in Transportation from the Hong Kong University of Science and Technology in 2014, and his B.Eng. in Civil Engineering and Bachelor of Laws both from Tsinghua University in 2010. Dr. Liu is a recipient of the Discovery Early Career Researcher Award from the Australian Research Council. His research group mainly works in data-driven decision analytics; large-scale transport system modeling, optimization and computing; aviation and rail system modeling; transport and aviation economics. His research mainly appears in leading international journals in the field such as Transportation Research Series (Part A/B/C/D/E) and Transportation Science. Dr. Liu was the awardee of The European Transport Innovation Challenge 2017 under European Commission, and received a Best Paper Award from the International Transportation Economics Association (ITEA) for young scholars in 2015.
Research Interests
Data-driven Decision Analytics; Transport Network Modeling and Optimization; Aviation and Rail System Modeling; Transport and Aviation Economics; Automated and Shared Mobility; UAV Applications for Smart Transport and Logistics
PhD Positions and Academic Visitors
PhD Students - Students with background in Aviation/Transport/Civil Engineering, Computer Science, Industrial Engineering, Control Engineering, Automation, Applied Mathematics or other relevant areas are welcome to apply for our PhD or MPhil program. Please send me your CV including your education qualifications with GPA, English test scores (IELTS/TOEFL), list of publications (if any) and names and contacts of at least two referees.
Postdoc, Visiting Students and Scholars - If your research background fits my research interests, please send me your CV including your education qualifications and list of publications (if any).
Selected Publications
Liu, W., Zhang, F., Wang, X., Shao, C., Yang, H. (2021) Unlock the Sharing Economy: the Case of the Parking Sector for Recurrent Commuting Trips.Transportation Science, forthcoming.
Li, C., Bai, L.,Liu, W., Yao, L., Waller, S.T. (2021) Graph Neural Network for Robust Public Transit Demand Prediction.IEEE Transactions on Intelligent Transportation Systems, forthcoming.
Liu, W., Zhang, F., Yang, H. (2021) Modeling and managing the joint equilibrium of destination and parking choices under a hybrid supply of curbside and shared parking.Transportation Research Part C: Emerging Technologies, 130, 103301.
Wang, X., Guo, L., Wang, J.,Liu, W., Zhang, X. (2021) A Convex Programming Approach for Ridesharing User Equilibrium Under Fixed Driver/Rider Demand.Transportation Research Part B: Methodological, 149, 33-51.
Jian, S.,Liu, W., Wang, X., Yang, H., Waller, S.T. (2020) On integrating carsharing and parking sharing services.Transportation Research Part B: Methodological, 142, 19-44.
Wang, X.,Liu, W., Wang, D., Yang, H., Ye, J. (2020) Customer behavioural modelling of order cancellation in coupled ride-sourcing and taxi markets.Transportation Research Part B: Methodological, 132, 358-378.
Liu, W., Szeto, W.Y. (2020) Learning and Managing Stochastic Network Traffic Dynamics with an Aggregate Traffic Representation.Transportation Research Part B: Methodological, 137, 19-46.
Zhang, X.,Liu, W., Waller, S.T., Yin, Y. (2019) Modelling and managing the integrated morning-evening commuting and parking patterns under the fully autonomous vehicle environment.Transportation Research Part B: Methodological, 128, 380-407.
Liu, W.(2018) An Equilibrium Analysis of Commuter Parking in the Era of Autonomous Vehicles.Transportation Research Part C: Emerging Technologies, 92, 191-207.
Liu, W., Zhang, F., Yang, H. (2017) Modeling and Managing Morning Commute with both Household and Individual Travels.Transportation Research Part B: Methodological, 103, 227-247.
Liu, W., Geroliminis, N. (2017) Doubly Dynamics for Multi-modal Networks with Park-and-ride and Adaptive Pricing.Transportation Research Part B: Methodological, 102, 162–179.
Liu, W., Geroliminis, N. (2016) Modeling the Morning Commute for Urban Networks with Cruising-for-parking: an MFD Approach.Transportation Research Part B: Methodological, 93, 470-494.
Liu, W., Yin, Y., Yang, H. (2015) Effectiveness of Variable Speed Limits Considering Commuters’ Long-term Response.Transportation Research Part B: Methodological, 81, 498-519.
Liu, W., Yang, H., Yin, Y. (2014) Expirable Parking Reservations for Managing Morning Commute with Parking Space Constraints.Transportation Research Part C: Emerging Technologies, 44, 185-201.
Yang, H.,Liu, W., Wang, X., Zhang, X. (2013) On the Morning Commute Problem with Bottleneck Congestion and Parking Space Constraints.Transportation Research Part B: Methodological, 58, 106-118.
Academic Services
Associate Editor - Journal of Management Science and Engineering (2017-)
Associate Editor - Transportmetrica A: Transport Science (2020-)
Associate Editor - Transportmetrica B: Transport Dynamics (2020-)
Editorial Advisory Board - Transportation Research Part C: Emerging Technologies (2021-)
Advisory Board Member - Transportation Research Interdisciplinary Perspectives (2019-)
Guest Editor - Transportmetrica A: Transport Science (2018-2020)
Area Editor - The 22nd COTA International Conference of Transportation Professionals (CICTP 2022)
Associate Editor - IEEE International Conference on Intelligent Transportation Systems (2018)
Publication Co-Chair - IEEE International Conference on Intelligent Transportation Systems (2019)
Co-Chair - Transportation History Technical Committee, World Transport Convention (2019)
Member - Traffic Flow Theory and Highway Capacity Technical Committee, World Transport Convention (2020)
Referee for 40+ SCI/SSCI-indexed journals and Scientific/Program Committee Member or Referee for 10+ major international conferences
Referee for competitive funding such as Australian Research Council Discovery Program and Linkage Program