By Dr Wei Liu

Journal articles

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, http://dx.doi.org/10.1016/j.tranpol.2020.03.001

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, http://dx.doi.org/10.1016/j.cities.2019.102523

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, http://dx.doi.org/10.1080/21680566.2020.1779146

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, http://dx.doi.org/10.1109/tits.2020.3041234

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, http://dx.doi.org/10.1016/j.trc.2020.102670

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, http://dx.doi.org/10.1016/j.tre.2020.101855

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, http://dx.doi.org/10.1016/j.trb.2020.09.013

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, http://dx.doi.org/10.1016/j.trc.2020.102676

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, http://dx.doi.org/10.1016/j.tra.2020.09.013

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, http://dx.doi.org/10.1080/21680566.2019.1631901

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, http://dx.doi.org/10.1016/j.tre.2019.09.015

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, http://dx.doi.org/10.1016/j.trb.2019.08.010

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, http://dx.doi.org/10.1111/mice.12486

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, http://dx.doi.org/10.1016/j.trb.2019.05.016

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, http://dx.doi.org/10.1016/j.trb.2019.03.021

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, http://dx.doi.org/10.1016/j.trpro.2019.05.044

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, http://dx.doi.org/10.1016/j.trc.2019.04.005

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, http://dx.doi.org/10.1016/j.trpro.2019.05.008

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, http://dx.doi.org/10.1016/j.trc.2018.07.010

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, http://dx.doi.org/10.1016/j.trc.2018.06.017

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, http://dx.doi.org/10.1016/j.trc.2018.04.024

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, http://dx.doi.org/10.1016/j.trc.2018.03.026

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, http://dx.doi.org/10.1016/j.trc.2017.10.021

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, http://dx.doi.org/10.1016/j.trb.2016.12.002

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, http://dx.doi.org/10.1016/j.trb.2017.05.010

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, http://dx.doi.org/10.1016/j.tre.2017.05.004

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, http://dx.doi.org/10.1016/j.trc.2017.01.021

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, http://dx.doi.org/10.1016/j.trb.2016.08.004

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, http://dx.doi.org/10.1080/23249935.2015.1111955

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, http://dx.doi.org/10.1016/j.trb.2014.12.001

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, http://dx.doi.org/10.1016/j.trc.2015.04.015

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, http://dx.doi.org/10.1016/j.tra.2014.10.022

Liu W; Yang H; Yin Y, 2014, 'Traffic rationing and pricing in a linear monocentric city', Journal of Advanced Transportation, 48, pp. 655 - 672, http://dx.doi.org/10.1002/atr.1219

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, http://dx.doi.org/10.1002/atr.1245

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, http://dx.doi.org/10.1016/j.trc.2014.04.002

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, http://dx.doi.org/10.1016/j.trc.2014.04.005

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, http://dx.doi.org/10.1016/j.trb.2013.10.003

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, http://dx.doi.org/10.2139/ssrn.3589442

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, http://dx.doi.org/10.2139/ssrn.3593084

Conference Papers

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, http://dx.doi.org/10.1061/9780784484265.252

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, http://dx.doi.org/10.26190/unsworks/27958

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

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, http://dx.doi.org/10.1145/3340531.3411965

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, http://dx.doi.org/10.1007/978-3-030-47426-3_42

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

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, http://dx.doi.org/10.26190/unsworks/27663

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, http://dx.doi.org/10.1007/978-3-030-36808-1_53

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

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, http://dx.doi.org/10.1145/3357384.3358097

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, http://dx.doi.org/10.26190/unsworks/27277

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