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Dr Wei Liu

Dr Wei Liu

Adjunct Senior Lecturer
  • Ph.D. in Transport System Engineering, Hong Kong University of Science and Technology (HKUST), 2010-2014
  • Bachelor of Laws, Tsinghua University, China, 2008-2010
  • B.Eng. in Civil Engineering, Tsinghua University, China, 2006-2010
Engineering
Civil and Environmental Engineering

Dr Wei Liu is an Adjunct Senior Lecturer at School of Computer Science and Engineering and School of Civil and Environmental Engineering, University of New South Wales (UNSW). Dr. Liu mainly works in data-driven decision analytics; transport system modelling and optimisation; large-scale traffic modelling, simulation and computing; transport and aviation economics; aviation and rail system modelling.

Phone
(+61 2) 9385 6926
Location
K17-501G
  • Journal articles | 2024
    Gong Z; Liu W; Zhang F, 2024, 'Residential location choices and commuting patterns considering telecommuting', Transport Policy, 153, pp. 54 - 67,
    Journal articles | 2024
    He Q; Ma M; Li C; Liu W, 2024, 'Learning and managing stochastic network traffic dynamics: an iterative and interactive approach', Transportmetrica B, 12,
    Journal articles | 2024
    Li C; Liu W; Yang H, 2024, 'Deep causal inference for understanding the impact of meteorological variations on traffic', Transportation Research Part C: Emerging Technologies, 165,
    Journal articles | 2024
    Li C; Liu W, 2024, 'Multimodal Transport Demand Forecasting via Federated Learning', IEEE Transactions on Intelligent Transportation Systems, 25, pp. 4009 - 4020,
    Journal articles | 2024
    Sun W; Zhang F; Liu W; He Q, 2024, 'Optimal Control of Connected Autonomous Vehicles in a Mixed Traffic Corridor', IEEE Transactions on Intelligent Transportation Systems, 25, pp. 4206 - 4218,
    Journal articles | 2024
    Wang S; Wang X; Yang C; Zhang X; Liu W, 2024, 'Optimizing OD-based up-front discounting strategies for enroute ridepooling services', Transportation Research Part B: Methodological,
    Journal articles | 2024
    Xi H; Aussel D; Liu W; Waller ST; Rey D, 2024, 'Single-leader multi-follower games for the regulation of two-sided mobility-as-a-service markets', European Journal of Operational Research, 317, pp. 718 - 736,
    Journal articles | 2024
    Xu G; Zhong L; Liu W; Guo J, 2024, 'A flexible train composition strategy with extra-long trains for high-speed railway corridors with time-varying demand', Transportation Research Part B: Methodological, 179,
    Journal articles | 2024
    Xu P; Liu TL; Tian Q; Si B; Liu W; Huang HJ, 2024, 'Estimation of schedule preference and crowding perception in urban rail corridor commuting: An inverse optimization method', Transportation Research Part B: Methodological,
    Journal articles | 2024
    Zhong L; Xu G; Liu W, 2024, 'Energy-efficient and demand-driven train timetable optimization with a flexible train composition mode', Energy, 305,
    Journal articles | 2023
    Gong Z; Zhang F; Liu W; Graham DJ, 2023, 'On the effects of airport capacity expansion under responsive airlines and elastic passenger demand', Transportation Research Part B: Methodological, 170, pp. 48 - 76,
    Journal articles | 2023
    Li C; Bai L; Yao L; Waller ST; Liu W, 2023, 'A bibliometric analysis and review on reinforcement learning for transportation applications', Transportmetrica B, 11,
    Journal articles | 2023
    Liu Q; Jiang R; Liu W; Gao Z, 2023, 'Departure time choices in the morning commute with a mixed distribution of capacity', Transportation Research Part C: Emerging Technologies, 147,
    Journal articles | 2023
    Ma M; Chen Y; Liu W; Waller ST, 2023, 'An economic analysis of a multi-modal transportation system with ride-sourcing services and multi-class users', Transport Policy, 140, pp. 1 - 17,
    Journal articles | 2023
    Ma M; Zhang F; Liu W; Dixit V, 2023, 'On urban co-modality: Non-cooperative and cooperative games among freight forwarder, carrier and transit operator', Transportation Research Part C: Emerging Technologies, 153,
    Journal articles | 2023
    Najmi A; Waller T; Liu W; Rashidi TH, 2023, 'Integration of ridesharing and activity travel pattern generation', Transportmetrica A: Transport Science,
    Journal articles | 2023
    Wei B; Du B; Saberi M; Waller ST; Liu W, 2023, 'On ride-sourcing services of electric vehicles considering cruising for charging and parking', Transportation Research Part D: Transport and Environment, 118,
    Journal articles | 2023
    Xi H; Liu W; Waller ST; Hensher DA; Kilby P; Rey D, 2023, 'Incentive-compatible mechanisms for online resource allocation in Mobility-as-a-Service systems', Transportation Research Part B: Methodological, 170, pp. 119 - 147,
    Journal articles | 2023
    Xu G; Chen Y; Liu W, 2023, 'Joint optimisation of park-and-ride facility locations and alternate traffic restriction scheme under equilibrium flows', Transportmetrica A: Transport Science, 19,
    Journal articles | 2023
    Xu G; Gao Y; Liu W, 2023, 'Pareto-improving seat allocation for high-speed railway networks with equilibrium flows', Transportation Research Part C: Emerging Technologies, 154,
    Journal articles | 2023
    Xu G; Guo J; Zhong L; Zhang F; Liu W, 2023, 'Optimal capacity allocation for high-speed railway express delivery', Computers and Industrial Engineering, 185,
    Journal articles | 2023
    Xu G; Liu Y; Gao Y; Liu W, 2023, 'Integrated optimization of train stopping plan and seat allocation scheme for railway systems under equilibrium travel choice and elastic demand', Transportation Research Part E: Logistics and Transportation Review, 177,
    Journal articles | 2023
    Zhang X; Liu W; Levin M; Travis Waller S, 2023, 'Equilibrium analysis of morning commuting and parking under spatial capacity allocation in the autonomous vehicle environment', Transportation Research Part E: Logistics and Transportation Review, 172,
    Journal articles | 2023
    Zhang Z; Liu W; Zhang F, 2023, 'On the joint network equilibrium of parking and travel choices under mixed traffic of shared and private autonomous vehicles', Transportation Research Part C: Emerging Technologies, 153,
    Journal articles | 2023
    Zhou B; Liu W; Yang H, 2023, 'Unmanned aerial vehicle service network design for urban monitoring', Transportation Research Part C: Emerging Technologies, 157,
    Journal articles | 2022
    Hu H; Du B; Liu W; Perez P, 2022, 'A joint optimisation model for charger locating and electric bus charging scheduling considering opportunity fast charging and uncertainties', Transportation Research Part C: Emerging Technologies, 141,
    Journal articles | 2022
    Lilasathapornkit T; Rey D; Liu W; Saberi M, 2022, 'Traffic assignment problem for footpath networks with bidirectional links', Transportation Research Part C: Emerging Technologies, 144,
    Journal articles | 2022
    Liu W; Zhang F; Wang X; Shao C; Yang H, 2022, 'Unlock the Sharing Economy: The Case of the Parking Sector for Recurrent Commuting Trips', Transportation Science, 56, pp. 338 - 357,
    Journal articles | 2022
    Ma M; Zhang F; Liu W; Dixit V, 2022, 'A game theoretical analysis of metro-integrated city logistics systems', Transportation Research Part B: Methodological, 156, pp. 14 - 27,
    Journal articles | 2022
    Salman MS; Lai Q; Luo X; Pratthana C; Rambhujun N; Costalin M; Wang T; Sapkota P; Liu W; Grahame A; Tupe J; Aguey-Zinsou KF, 2022, 'The power of multifunctional metal hydrides: A key enabler beyond hydrogen storage', Journal of Alloys and Compounds, 920,
    Journal articles | 2022
    Wei B; Zhang X; Liu W; Saberi M; Waller ST, 2022, 'Capacity allocation and tolling-rewarding schemes for the morning commute with carpooling', Transportation Research Part C: Emerging Technologies, 142,
    Journal articles | 2022
    Xu G; Zhong L; Hu X; Liu W, 2022, 'Optimal pricing and seat allocation schemes in passenger railway systems', Transportation Research Part E: Logistics and Transportation Review, 157, pp. 102580 - 102580,
    Journal articles | 2022
    Xu K; Saberi M; Liu W, 2022, 'Dynamic pricing and penalty strategies in a coupled market with ridesourcing service and taxi considering time-dependent order cancellation behaviour', Transportation Research Part C: Emerging Technologies, 138,
    Journal articles | 2022
    Zhang F; Lindsey R; Yang H; Shao C; Liu W, 2022, 'Two-sided pricing strategies for a parking sharing platform: Reselling or commissioning?', Transportation Research Part B: Methodological, 163, pp. 40 - 63,
    Journal articles | 2021
    Li C; Bai L; Liu W; Yao L; Travis Waller S; Waller ST, 2021, 'Urban mobility analytics: A deep spatial–temporal product neural network for traveler attributes inference', Transportation Research Part C: Emerging Technologies, 124, pp. 102921,
    Journal articles | 2021
    Li C; Bai L; Liu W; Yao L; Waller ST, 2021, 'A multi-task memory network with knowledge adaptation for multimodal demand forecasting', Transportation Research Part C: Emerging Technologies, 131, pp. 103352,
    Journal articles | 2021
    Li C; Bai L; Liu W; Yao L; Waller ST, 2021, 'Urban mobility analytics: A deep spatial-temporal product neural network for traveler attributes inference', TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 124,
    Journal articles | 2021
    Liu W; Qu X; Sumalee A; Geroliminis N, 2021, 'Integrated analysis for Transportation Systems in the Connected Era', Transportmetrica A: Transport Science, 17, pp. 169 - 170,
    Journal articles | 2021
    Liu W; Zhang F; Yang H, 2021, 'Modeling and managing the joint equilibrium of destination and parking choices under hybrid supply of curbside and shared parking', Transportation Research Part C: Emerging Technologies, 130, pp. 103301,
    Journal articles | 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, 9, pp. 519 - 551,
    Journal articles | 2021
    Wang X; Wang J; Guo L; Liu W; Zhang X, 2021, 'A convex programming approach for ridesharing user equilibrium under fixed driver/rider demand', Transportation Research Part B: Methodological, 149, pp. 33 - 51,
    Journal articles | 2021
    Wu W; Liu W; Zhang F; Dixit V, 2021, 'A New Flexible Parking Reservation Scheme for the Morning Commute under Limited Parking Supplies', Networks and Spatial Economics, 21, pp. 513 - 545,
    Journal articles | 2021
    Wu W; Liu Y; Liu W; Zhang F; Dixit V; Waller ST, 2021, 'Autonomous Intersection Management for Connected and Automated Vehicles: A Lane-Based Method', IEEE Transactions on Intelligent Transportation Systems, pp. 1 - 16,
    Journal articles | 2021
    Xu G; Liu W; Wu R; Yang H, 2021, 'A double time-scale passenger assignment model for high-speed railway networks with continuum capacity approximation', Transportation Research Part E: Logistics and Transportation Review, 150, pp. 102305,
    Journal articles | 2021
    Zhang F; Liu W, 2021, 'An economic analysis of integrating bike sharing service with metro systems', Transportation Research Part D: Transport and Environment, 99, pp. 103008,
    Journal articles | 2021
    Zhao R; Liu W; Zhang F; Koo T; Lodewijks G, 2021, 'Passenger shuttle service network design in an airport', Transportmetrica B: Transport Dynamics, 10, pp. 1099 - 1125,
    Journal articles | 2020
    Gu Z; Najmi A; Saberi M; Liu W; Rashidi TH, 2020, 'Macroscopic parking dynamics modeling and optimal real-time pricing considering cruising-for-parking', Transportation Research Part C: Emerging Technologies, 118, pp. 102714,
    Journal articles | 2020
    Jian S; Liu W; Wang X; Yang H; Waller ST, 2020, 'On integrating carsharing and parking sharing services', Transportation Research Part B: Methodological, 142, pp. 19 - 44,
    Journal articles | 2020
    Jiao J; Wang J; Zhang F; Jin F; Liu W, 2020, 'Roles of accessibility, connectivity and spatial interdependence in realizing the economic impact of high-speed rail: Evidence from China', Transport Policy, 91, pp. 1 - 15,
    Journal articles | 2020
    Li C; Bai L; Liu W; Yao L; Waller ST, 2020, 'Graph Neural Network for Robust Public Transit Demand Prediction', IEEE Transactions on Intelligent Transportation Systems, 23, pp. 1 - 13,
    Journal articles | 2020
    Liu W; Wu W; Thakuriah P; Wang J, 2020, 'The geography of human activity and land use: A big data approach', Cities, 97, pp. 102523,
    Journal articles | 2020
    Wei B; Saberi M; Zhang F; Liu W; Waller ST; Dixit V, 2020, 'Modeling and managing ridesharing in a multi-modal network with an aggregate traffic representation: A doubly dynamical approach', Transportation Research Part C: Emerging Technologies, 117, pp. 102670 - 102670,
    Journal articles | 2020
    Wu W; Liu Y; Liu W; Wu GH; Ma WJ, 2020, 'A Novel Autonomous Vehicle Trajectory Planning and Control Model for Connected-and-Autonomous Intersections', Zidonghua Xuebao/Acta Automatica Sinica, 46, pp. 1971 - 1985,
    Journal articles | 2020
    Wu W; Zhang F; Liu W; Lodewijks G, 2020, 'Modelling the traffic in a mixed network with autonomous-driving expressways and non-autonomous local streets', Transportation Research Part E: Logistics and Transportation Review, 134, pp. 101855 - 101855,
    Journal articles | 2020
    Yang Z; Li C; Jiao J; Liu W; Zhang F, 2020, 'On the joint impact of high-speed rail and megalopolis policy on regional economic growth in China', Transport Policy, 99, pp. 20 - 30,
    Journal articles | 2020
    Zhang F; Liu W; Lodewijks G; Travis Waller S; Waller ST, 2020, 'The short-run and long-run equilibria for commuting with autonomous vehicles', Transportmetrica B, 10, pp. 1 - 28,
    Journal articles | 2020
    Zhang F; Liu W; Wang X; Yang H, 2020, 'Parking sharing problem with spatially distributed parking supplies', Transportation Research Part C: Emerging Technologies, 117, pp. 102676 - 102676,
    Journal articles | 2020
    Zhang F; Yang Z; Jiao J; Liu W; Wu W, 2020, 'The effects of high-speed rail development on regional equity in China', Transportation Research Part A: Policy and Practice, 141, pp. 180 - 202,
    Journal articles | 2019
    Liu W; Szeto WY, 2019, 'Learning and managing stochastic network traffic dynamics with an aggregate traffic representation', Transportation Research Part B: Methodological, 137, pp. 19 - 46,
    Journal articles | 2019
    Wang X; Liu W; Yang H; Wang D; Ye J, 2019, 'Customer behavioural modelling of order cancellation in coupled ride-sourcing and taxi markets', Transportation Research Part B: Methodological, 132, pp. 358 - 378,
    Journal articles | 2019
    Wang X; Liu W; Yang H; Wang D; Ye J, 2019, 'Customer behavioural modelling of order cancellation in coupled ride-sourcing and taxi markets', Transportation Research Procedia, 38, pp. 853 - 873,
    Journal articles | 2019
    Wu W; Liu Y; Liu W; Zhang F; Rey D; Dixit V, 2019, 'An integrated approach for optimizing left-turn forbiddance decisions at multiple intersections', Transportmetrica B: Transport Dynamics, 7, pp. 1481 - 1504,
    Journal articles | 2019
    Zhang F; Liu W, 2019, 'Responsive bus dispatching strategy in a multi-modal and multi-directional transportation system: A doubly dynamical approach', Transportation Research Part C: Emerging Technologies, 113, pp. 21 - 37,
    Journal articles | 2019
    Zhang F; Liu W, 2019, 'Responsive bus dispatching strategy in a multi-modal and multi-directional transportation system: a doubly dynamical approach', Transportation Research Procedia, 38, pp. 119 - 138,
    Journal articles | 2019
    Zhang X; Liu W; Waller ST; 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, pp. 380 - 407,
    Journal articles | 2019
    Zhang X; Liu W; Waller ST, 2019, 'A network traffic assignment model for autonomous vehicles with parking choices', Computer-Aided Civil and Infrastructure Engineering, 34, pp. 1100 - 1118,
    Journal articles | 2019
    Zhu Z; Li X; Liu W; Yang H, 2019, 'Day-to-day evolution of departure time choice in stochastic capacity bottleneck models with bounded rationality and various information perceptions', Transportation Research Part E: Logistics and Transportation Review, 131, pp. 168 - 192,
    Journal articles | 2018
    Li X; Liu W; Yang H, 2018, 'Traffic dynamics in a bi-modal transportation network with information provision and adaptive transit services', Transportation Research Part C: Emerging Technologies, 91, pp. 77 - 98,
    Journal articles | 2018
    Liu W, 2018, 'An equilibrium analysis of commuter parking in the era of autonomous vehicles', Transportation Research Part C: Emerging Technologies, 92, pp. 191 - 207,
    Journal articles | 2018
    Xu G; Liu W; Yang H, 2018, 'A reliability-based assignment method for railway networks with heterogeneous passengers', Transportation Research Part C: Emerging Technologies, 93, pp. 501 - 524,
    Journal articles | 2018
    Xu G; Yang H; Liu W; Shi F, 2018, 'Itinerary choice and advance ticket booking for high-speed-railway network services', Transportation Research Part C: Emerging Technologies, 95, pp. 82 - 104,
    Journal articles | 2017
    Chen Z; Liu W; Yin Y, 2017, 'Deployment of stationary and dynamic charging infrastructure for electric vehicles along traffic corridors', Transportation Research Part C: Emerging Technologies, 77, pp. 185 - 206,
    Journal articles | 2017
    Liu W; Geroliminis N, 2017, 'Doubly dynamics for multi-modal networks with park-and-ride and adaptive pricing', Transportation Research Part B: Methodological, 102, pp. 162 - 179,
    Journal articles | 2017
    Liu W; Li X; Zhang F; Yang H, 2017, 'Interactive travel choices and traffic forecast in a doubly dynamical system with user inertia and information provision', Transportation Research Part C: Emerging Technologies, 85, pp. 711 - 731,
    Journal articles | 2017
    Liu W; Zhang F; Yang H, 2017, 'Modeling and managing morning commute with both household and individual travels', Transportation Research Part B: Methodological, 103, pp. 227 - 247,
    Journal articles | 2017
    Zhang F; Liu W; Wang X; Yang H, 2017, 'A new look at the morning commute with household shared-ride: How does school location play a role?', Transportation Research Part E: Logistics and Transportation Review, 103, pp. 198 - 217,
    Journal articles | 2016
    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, pp. 470 - 494,
    Journal articles | 2016
    Liu W; Zhang F; Yang H, 2016, 'Managing morning commute with parking space constraints in the case of a bi-modal many-to-one network', Transportmetrica A: Transport Science, 12, pp. 116 - 141,
    Journal articles | 2015
    Liu W; Yang H; Yin Y, 2015, 'Efficiency of a highway use reservation system for morning commute', Transportation Research Part C: Emerging Technologies, 56, pp. 293 - 308,
    Journal articles | 2015
    Liu W; Yin Y; Yang H, 2015, 'Effectiveness of variable speed limits considering commuters' long-term response', Transportation Research Part B: Methodological, 81, pp. 498 - 519,
    Journal articles | 2014
    Liu W; Yang H; Yin Y; Zhang F, 2014, 'A novel permit scheme for managing parking competition and bottleneck congestion', Transportation Research Part C: Emerging Technologies, 44, pp. 265 - 281,
    Journal articles | 2014
    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, pp. 185201,
    Journal articles | 2014
    Liu W; Yang H; Yin Y, 2014, 'Traffic rationing and pricing in a linear monocentric city', Journal of Advanced Transportation, 48, pp. 655 - 672,
    Journal articles | 2014
    Wang X; Yang H; Han D; Liu W, 2014, 'Trial and error method for optimal tradable credit schemes: The network case', Journal of Advanced Transportation, 48, pp. 685 - 700,
    Journal articles | 2014
    Zhang F; Yang H; Liu W, 2014, 'The Downs-Thomson Paradox with responsive transit service', Transportation Research Part A: Policy and Practice, 70, pp. 244 - 263,
    Journal articles | 2013
    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, pp. 106 - 118,
    Journal articles |
    Wang X; Guo L; Wang J; Liu W; Zhang X, 'A Convex Programming Approach for Ridesharing User Equilibrium Under Fixed Driver/Rider Demand', SSRN Electronic Journal,
    Journal articles |
    Wang X; Guo L; Wang J; Liu W; Zhang X, 'A Convex Programming Approach for Ridesharing User Equilibrium Under Fixed Driver/Rider Demand', SSRN Electronic Journal,
  • Conference Papers | 2022
    Zhang Z; Zhang F; Liu W, 2022, 'Modeling the Joint Network Equilibrium with Private and Shared Autonomous Vehicles', in CICTP 2022: Intelligent, Green, and Connected Transportation - Proceedings of the 22nd COTA International Conference of Transportation Professionals, pp. 2680 - 2692,
    Conference Papers | 2021
    Ma M; Zhang F; Liu W; Vinayak D, 2021, 'A GAME THEORETICAL ANALYSIS OF METRO-INTEGRATED CITY LOGISTICS SYSTEMS', in Proceedings of the 25th International Conference of Hong Kong Society for Transportation Studies, HKSTS 2021: Sustainable Mobility, pp. 47 - 54
    Conference Papers | 2021
    Xi H; Liu W; Rey D; Waller ST; Kilby P, 2021, 'Efficient Mechanism Design for Mobility-as-a-Service', in Transportation Research Board 100th Annual Meeting Transportation Research Board, Washington DC, presented at Transportation Research Board 100th Annual Meeting, Washington DC, 16 January 2021 - 30 January 2021,
    Conference Papers | 2020
    Chen X; Huang C; Yao L; Wang X; Liu W; Zhang W, 2020, 'Knowledge-guided Deep Reinforcement Learning for Interactive Recommendation', in arXiv preprint arXiv:2004.08068
    Conference Papers | 2020
    Li C; Bai L; Liu W; Yao L; Waller ST, 2020, 'Knowledge Adaption for Demand Prediction based on Multi-task Memory Neural Network', in International Conference on Information and Knowledge Management, Proceedings, pp. 715 - 724,
    Conference Papers | 2020
    Wang X; Yao L; Liu W; Li C; Bai L; Waller ST, 2020, 'Mobility Irregularity Detection with Smart Transit Card Data', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 541 - 552,
    Conference Papers | 2019
    Bai L; Wang X; Yao L; Liu W; Kanhere SS; Yang Z, 2019, 'Spatio-temporal graph convolutional and recurrent networks for citywide passenger demand prediction', in International Conference on Information and Knowledge Management, Proceedings, pp. 2293 - 2296,
    Conference Papers | 2019
    Chen X; Huang C; Zhang X; Wang X; Liu W; Yao L, 2019, 'Expert2Vec: Distributed Expert Representation Learning in Question Answering Community', in International Conference on Advanced Data Mining and Applications, Springer, pp. 288 - 301, presented at ADMA, Springer, 21 November 2019 - 23 November 2019
    Conference Papers | 2019
    Jian S; Liu W; Wang X; Yang H; Waller ST, 2019, 'UNLOCK THE SHARING ECONOMY: INTEGRATING CARSHARING AND PARKING SHARING SERVICES', in TRB 98th Annual Meeting Compendium of Papers, Transportation Research Board, Washington DC, United States, presented at Transportation Research Board 98th Annual Meeting, Washington DC, United States, 13 January 2019 - 17 January 2019,
    Conference Papers | 2019
    Li C; Bai L; Liu W; Yao L; Waller S, 2019, 'Passenger Demographic Attributes Prediction for Human-Centered Public Transport', in Gedeon T; Wong K; Lee M (eds.), International Conference on Neural Information Processing, Springer, Cham, Sydney, Australia, pp. 486 - 494, presented at International Conference on Neural Information Processing, Sydney, Australia, 12 December 2019 - 15 December 2019,
    Conference Papers | 2019
    Liu W; Zhang F; Wang X; Shao C; Yang H, 2019, 'Modeling and Managing the Parking Sharing Problem for Urban Cities', in TRB 98th Annual Meeting Compendium of Papers, Washington DC, United States, presented at Transportation Research Board 98th Annual Meeting, Washington DC, United States, 13 January 2019 - 17 January 2019,
    Conference Papers | 2019
    Xu G; Liu W; Wu R, 2019, 'A Dynamic Passenger Assignment Model for High-Speed Railway Networks Based on Constrained Continuous Capacity', in TRB 98th Annual Meeting Compendium of Papers, Transportation Research Board, Washington DC, United States, presented at Transportation Research Board 98th Annual Meeting, Washington DC, United States, 13 January 2019 - 17 January 2019,
    Conference Papers | 2019
    Xu G; Yang H; Liu W; Shi F, 2019, 'A PASSENGER ASSIGNMENT MODEL IN A SCHEDULE-BASED HIGH-SPEED RAILWAY SYSTEM', in TRB 98th Annual Meeting Compendium of Papers, Transportation Research Board, Washington DC, United States, presented at Transportation Research Board 98th Annual Meeting, Washington DC, United States, 13 January 2019 - 17 January 2019,
    Conference Papers | 2019
    Yang Z; Zhang F; Liu W; Jiao J, 2019, 'Effects of high-speed rail megalopolis on regional economic growth', in Chow AHF; Lo SM; Li L (eds.), Proceedings of the 24th International Conference of Hong Kong Society for Transportation Studies, HKSTS 2019: Transport and Smart Cities, Hong Kong Society for Transportation Studies Limited, Hong Kong, pp. 27 - 34, presented at 24th International Conference of Hong Kong Society for Transportation Studies: Transport and Smart Cities, HKSTS 2019, Hong Kong, 14 December 2019 - 16 December 2019,
    Conference Papers | 2018
    Jian S; Ma M; Liu W, 2018, 'Quantifying the impacts of delays on mobility patterns using transit smart card data', in Gu W; Wang S (ed.), Proceedings of the 23rd International Conference of Hong Kong Society for Transportation Studies, HKSTS 2018 - Transportation Systems In the Connected Era, Hong Kong Society for Transportation Studies Limited, Hong Kong, pp. 65 - 72, presented at The 23rd International Conference of Hong Kong Society for Transportation Studies, Hong Kong, 08 December 2018 - 10 December 2018,
    Conference Papers | 2018
    Liu W; Li X; Zhang F; Yang H, 2018, 'Modeling Evolution of Mode and Departure Choices in a Bi-Modal Network with User Inertia and Information Provision', in TRB 97th Annual Meeting Compendium of Papers, Transportation Research Board, Washington DC, United States, presented at Transportation Research Board 97th Annual Meeting, Washington DC, United States, 07 January 2018 - 11 January 2018,
    Conference Papers | 2018
    Liu W; Zhang F; Wang X; Shao C; Yang H, 2018, 'Modeling and Managing the Parking Sharing Problem', Hong Kong, presented at International Transportation Economics Association (ITEA) Annual Conference, Hong Kong, 25 June 2018 - 29 June 2018,
    Conference Papers | 2018
    Liu W, 2018, 'Modelling Dynamic Commuting Equilibrium with Autonomous Vehicles Under Parking Competition', in Gu W; Wang S (ed.), Proceedings of the 23rd International Conference of Hong Kong Society for Transportation Studies, HKSTS 2018 - Transportation Systems in the Connected Era, Hong Kong Society for Transportation Studies Limited, Hong Kong, pp. 753 - 760, presented at The 23rd International Conference of Hong Kong Society for Transportation Studies, Hong Kong, 08 December 2018 - 10 December 2018,
    Conference Papers | 2018
    Wang J; Wang X; Liu W, 2018, 'Estimating the Success Rate of Matching for Enroute Ridepooling Services- An Analytical Approach', in Gu W; Wang S (ed.), Proceedings of the 23rd International Conference of Hong Kong Society for Transportation Studies, HKSTS 2018 - Transportation Systems in the Connected Era, Hong Kong Society for Transportation Studies Limited, Hong Kong, pp. 227 - 234, presented at The 23rd International Conference of Hong Kong Society for Transportation Studies, Hong Kong, 08 December 2018 - 10 December 2018,
    Conference Papers | 2018
    Zhang F; Wang X; Shao C; Yang H; Liu W, 2018, 'On the Parking Sharing Problem in a Linear Monocentric City', in Gu W; Wang S (ed.), Proceedings of the 23rd International Conference of Hong Kong Society for Transportation Studies, HKSTS 2018 - Transportation Systems in the Connected Era, Hong Kong Society for Transportation Studies Limited, Hong Kong, pp. 745 - 752, presented at The 23rd International Conference of Hong Kong Society for Transportation Studies, Hong Kong, 08 December 2018 - 10 December 2018,
    Conference Papers | 2017
    Bai C; Wang X; Liu W; Yang H, 2017, 'A long term impact of ridesharing on private car ownership', in Chen A; Sze TNN (ed.), Proceeding of the 22nd International Conference of Hong Kong Society for Transportation Studies, HKSTS 2017 - Transport and Society, Hong Kong Society for Transportation Studies Limited, Hong Kong, pp. 354 - 361, presented at The 22nd International Conference of Hong Kong Society for Transportation Studies, Hong Kong, 09 December 2017 - 11 December 2017,
    Conference Papers | 2017
    Chen Z; Liu W; Yin Y, 2017, 'Deployment of Stationary and Dynamic Charging Infrastructure for Electric Vehicles Along Traffic Corridors', Transportation Research Board, Washington DC, United States, presented at Transportation Research Board 96th Annual Meeting, Washington DC, United States, 08 January 2017 - 12 January 2017
    Conference Papers | 2017
    Liu W; Geroliminis N, 2017, 'Multi-modal Transportation System Dynamics with Park-and-ride and Adaptive Pricing', in TRB 96th Annual Meeting Compendium of Papers, Transportation Research Board, Washington DC, United States, presented at Transportation Research Board 96th Annual Meeting, Washington DC, United States, 08 January 2017 - 12 January 2017,
    Conference Abstracts | 2016
    Liu W; Geroliminis N, 2016, 'Managing Multi-modal Transportation System Dynamics with Adaptive Pricing', in The 16th COTA International Conference of Transportation Professionals, Shanghai, China, presented at The 16th COTA International Conference of Transportation Professionals, Shanghai, China, 06 July 2016 - 09 July 2016
    Conference Papers | 2015
    Liu W; Geroliminis N, 2015, 'Modeling the Morning Commute for Urban Networks with Cruising-for-parking: an MFD Approach', in Modeling the Morning Commute for Urban Networks with Cruising-for-parking: an MFD Approach, International Transportation Economics Association (ITEA) Annual Conference, Oslo, Norway, presented at International Transportation Economics Association (ITEA) Annual Conference, Oslo, Norway, 17 June 2015 - 19 June 2015
    Conference Abstracts | 2015
    Liu W; Geroliminis N, 2015, 'Modeling the Morning Commute for Urban Networks with Cruising-for-parking: an MFD Approach', in hEART 2015: The 4th Symposium of European Association for Research in Transportation, hEART 2015: The 4th Symposium of European Association for Research in Transportation, Copenhagen, Denmark, presented at hEART 2015: The 4th Symposium of European Association for Research in Transportation, Copenhagen, Denmark, 09 September 2015 - 11 September 2015
    Conference Papers | 2015
    Liu W; Geroliminis N, 2015, 'Modeling the Morning Commute with Cruising-for-parking: an MFD Approach', Monte Verità, Ascona, Switzerland, presented at The 15th Swiss Transport Research Conference, Monte Verità, Ascona, Switzerland, 15 April 2015 - 17 April 2015,
    Conference Papers | 2014
    Liu W; Yang H; Zhang F, 2014, 'Economics of a reservation system for morning commute', in Economics of a reservation system for morning commute, ITEA Annual Conference on Transportation Economics (Kuhmo Nectar), Toulouse, France, presented at ITEA Annual Conference on Transportation Economics (Kuhmo Nectar), Toulouse, France, 04 June 2014 - 06 June 2014,
    Conference Papers | 2014
    Liu W; Yin Y; Yang H; Zhang F, 2014, 'Examining the effectiveness of variable speed limit from a long-term equilibrium perspective with empirical data', in Proceedings of the 19th International Conference of Hong Kong Society for Transportation Studies, HKSTS 2014 - Transportation and Infrastructure, pp. 433 - 440
    Theses / Dissertations | 2014
    Liu W, 2014, Morning commute with bottleneck congestion and parking space constraints,
    Conference Papers | 2014
    Zhang F; Yang H; Liu W, 2014, 'Highway expansion, responsive transit and imperfect substitutability: the case with linear utility functions and Logit-based modal choice', Hong Kong, presented at The 19th International Conference of Hong Kong Society for Transportation Studies, Hong Kong, 13 December 2014 - 15 December 2014
    Conference Papers | 2014
    Zhang F; Yang H; Liu W, 2014, 'Welfare implications of highway capacity expansion with responsive transit operator when the two modes are imperfect substitutes', Toulouse, France, presented at ITEA Annual Conference on Transportation Economics (Kuhmo Nectar), Toulouse, France, 04 June 2014 - 06 June 2014,
    Conference Papers | 2013
    Liu W; Yang H; Zhang F, 2013, 'Improving travel efficiency by non-rigid expirable parking reservation', in Proceedings of the 18th International Conference of Hong Kong Society for Transportation Studies, HKSTS 2013 - Travel Behaviour and Society, pp. 565 - 572
    Conference Papers | 2013
    Liu W; Yang H, 2013, 'Morning Commute Problem in a Many-to-one Network with Parking Constraint', in Morning Commute Problem in a Many-to-one Network with Parking Constraint, The 13th World Conference on Transportation Research, Rio de Janeiro, Brazil, presented at The 13th World Conference on Transportation Research, Rio de Janeiro, Brazil, 15 July 2013 - 18 February 2013
    Conference Papers | 2012
    Liu W; Yang H, 2012, 'Morning commute problem in a two-to-one network with parking constraint', in Proceedings of the 17th International Conference of Hong Kong Society for Transportation Studies, HKSTS 2012: Transportation and Logistics Management, pp. 247 - 254
    Conference Papers | 2012
    Wang X; Yang H; Liu W, 2012, 'Trial-and-error method for optimal credit schemes: The general network case', in Proceedings of the 17th International Conference of Hong Kong Society for Transportation Studies, HKSTS 2012: Transportation and Logistics Management, pp. 255 - 262
    Conference Papers | 2011
    Liu W; Yang H, 2011, 'Spatial Traffic Equilibrium Model under Rationing and Pricing in a Linear Monocentric City', in Szeto WY; Wong SC; Sze NN (eds.), TRANSPORT DYNAMICS, Hong Kong Society for Transportation Studies (HKSTS), Hong Kong, PEOPLES R CHINA, pp. 263 - 270, presented at 16th International Conference of Hong-Kong-Society-for-Transportation-Studies, Hong Kong, PEOPLES R CHINA, 17 December 2011 - 20 December 2011

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.
  • 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.
  • 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.
  • 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.
  • Jian, S., Liu, W., Wang, X., Yang, H., Waller, S.T. (2020) On integrating carsharing and parking sharing services. Transportation Research Part B: Methodological.
  • 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.
  • Liu, W., Szeto, W.Y. (2020) Learning and Managing Stochastic Network Traffic Dynamics with an Aggregate Traffic Representation. Transportation Research Part B: Methodological.
  • 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.
  • Liu, W. (2018) An Equilibrium Analysis of Commuter Parking in the Era of Autonomous Vehicles. Transportation Research Part C: Emerging Technologies.
  • Liu, W., Zhang, F., Yang, H. (2017) Modeling and Managing Morning Commute with both Household and Individual Travels. Transportation Research Part B: Methodological.
  • Liu, W., Geroliminis, N. (2017) Doubly Dynamics for Multi-modal Networks with Park-and-ride and Adaptive Pricing. Transportation Research Part B: Methodological.
  • Liu, W., Geroliminis, N. (2016) Modeling the Morning Commute for Urban Networks with Cruising-for-parking: an MFD Approach. Transportation Research Part B: Methodological.
  • Liu, W., Yin, Y., Yang, H. (2015) Effectiveness of Variable Speed Limits Considering Commuters’ Long-term Response. Transportation Research Part B: Methodological.
  • Liu, W., Yang, H., Yin, Y. (2014) Expirable Parking Reservations for Managing Morning Commute with Parking Space Constraints. Transportation Research Part C: Emerging Technologies.
  • 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.