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Publications

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Research papers │ Whitepapers

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Articles

2026


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Lubing Li, Kejun Du, Faizan A Kashmiri, Yinghui Wu, Hong K Lo, "Transformer-based approach for roadside air pollutant prediction using multi-site smart lamppost data," Transportation Research Part D: Transport and Environment, vol. 162, art. no. 105662, Jan 2027. (Accepted)
Zhiyuan Zhou, Lubing Li, Yifan Zhao, Lijuan Wan, and Hong K. Lo, "Uncertainty-aware Bayesian traffic flow prediction for adaptive signal control," Transportation Research Part C: Emerging Technologies, vol. 194, art. no. 105983, Jan 2027. (Accepted)
Zhiya Su, Enoch Lee, Hong K Lo, Joseph YJ Chow, and Jiayang Li, "Coordinated bus service design and response for resilient bus-metro transit systems under metro disruptions," Transportation Research Part E: Logistics and Transportation Review, vol. 217, art. no. 105173, Jan 2027. (Accepted)
Enoch Lee, Tianming Liu, Manzi Li, and Hong K Lo, "Optimal design of flexible bus service integrated with trunk transit under demand uncertainty," Transportation Research Part E: Logistics and Transportation Review, vol. 214, art. no. 105039, Oct 2026.
Enoch Lee, Yue Huai, Hong K Lo, Anming Zhang, "Dynamic deployment and service pricing of upstream check-in counters in competitive multi-airport region," Transportation Research Part C: Emerging Technologies, vol. 190, art. no. 105777, Sept 2026.
Zhaoqi Zang, Richard Batley, David ZW Wang, Hong K Lo, "Reliability premium: A generic conceptual framework for evaluating the cost of travel time variability," Transportation Research Part B: Methodological, vol. 205, art. no. 103408, Mar 2026.
Xianwei Peng, Lubing Li, Hong K Lo, Wei Huang, "A physics-constrained deep learning approach for dynamic origin-destination estimation using link counts," Transportmetrica A: Transport Science, pp. 1-34, https://doi.org/10.1080/23249935.2026.2616045, Jan 2026
Lubing Li, Yifan Zhao, Zhiyuan Zhou, Hong K Lo, "An end-to-end traffic signal control approach driven by fixed-location detector occupancy patterns under demand uncertainty," IEEE Transactions on Intelligent Transportation Systems, vol. 27, issue 5, pp. 5727-5738, May 2026.
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2025


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Enoch Lee, Manzi Li, Lubing Li, Hong K Lo, "Integrated flexible transport service for passenger and freight under stochastic demand and service time," Transportation Research Part B: Methodological, vol. 200, art. no. 103313, Oct 2025.
Qiru Ma, Enoch Lee, Kejun Du, Zhiya Su, May Mei Shan Tso, Ho Wing Chan, Hong K Lo, SW Ricky Lee, "Optimizing train car passenger load via platform escalator directions: an iterative backpropagation framework for computational efficiency," Transportation Research Part C: Emerging Technologies, vol. 179, art. no. 105261, Oct 2025.
Enoch Lee, Yue Huai, Hong K Lo, Anming Zhang, "Flight scheduling and pricing with high-speed rail coopetition and delay uncertainty," Transportation Research Part E: Logistics and Transportation Review, vol 200, art. no. 104219, Aug 2025.
Kejun Du, Enoch Lee, Qiru Ma, Zhiya Su, Shuyang Zhang, Hong K Lo, "Modeling metro passenger routing choices with a fully differentiable end-to-end simulation-based optimization (SBO) approach," Transportation Science, vol. 59, issue 4, pp. 802-822, Feb 2025.
Yue Huai, Hong K Lo, Anming Zhang, "Optimal private housing supply under various schemes of public housing provision," Transportation Research Part B: Methodological, vol. 196, art. no. 103232, Jun 2025.
Yue Huai, Enoch Lee, Hong K Lo, Anming Zhang, "Airport charge, terminal capacity, and suggested airport arrival time: Considering non-aeronautical business," Transportation Research Part B: Methodological, vol. 196, art. no. 103222, Jun 2025.
Zhiya Su, Enoch Lee, Kejun Du, Qiru Ma, Hong K Lo, "Resilient bus services design in a multimodal network with uncertain metro system disruption," Transportation Research Part C: Emerging Technologies, vol. 174, art. no. 105118, May 2025.
Yue Huai, Enoch Lee, Hong K Lo, Anming Zhang, "Airport's optimal decisions considering non-aeronautical business, terminal capacity and alternative regulatory regimes," Transportation Research Part B: Methodological, vol. 195, art. no. 103192, May 2025.
Jiaqi Liu, Zheng Liang, Yue Huai, Hong K Lo, "Investigating utility-based walking accessibility: New versus old development areas in Hong Kong," Transport Policy, vol. 165, pp. 97-106, May 2025.
Zheng Liang, Hong K Lo, Ka Fai Ng, Kay W Axhausen, "On measuring walking accessibility: A link-based utility approach," Transportation Research Part A: Policy and Practice, vol. 195, art. no. 104431, Apr 2025.
Lubing Li, Wei Huang, Hong K Lo, Yinghui Wu, "An offline optimisation online implementation approach for adaptive traffic signal control," Transportmetrica A: Transport Science, pp. 1-29, https://doi.org/10.1080/23249935.2025.2469631, Feb 2025.
Faizan Ahmad Kashmiri, Hong K Lo, Yue Huai, Zheng Liang, Lubing Li, "Routing of autonomous vehicles for optimal total system cost under equilibrium," Transportation Research Part C: Emerging Technologies, vol. 171, art. no. 105004, Feb 2025.
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Conference Papers

2026


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Yue HUAI, Faizan Ahmad, Zheng LIANG, Hong Kam LO, "Quality School Dispersion Versus School Choice Program: Case Study in Hong Kong," Paper presented at 6th World Symposium on Transport and Land Use Research (第六届世界交通与土地利用大会), Beijing, China, 7-11 Jun 2026.
Kejun DU, Yafeng Yin, Qiru MA, Enoch LEE, Hong Kam LO, "Variational Inference of Metro Passenger Route Choices and Platform Waiting Times Using Automatic Fare Collection Data," Paper presented at National Academies Transportation Research Board (TRB) Annual Meeting, Washington DC, United States, 11-15 Jan 2026.
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2025


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Lubing Li, Kejun Du, Ziyong He, Faizan A Kashmiri, Hong K Lo, "Leveraging Smart Lamppost Data for Roadside Air Quality Prediction: A Self-attention Learning Approach," Proceedings of the 29th International Conference of Hong Kong Society for Transportation Studies, HKSTS 2025, Hong Kong, pp.332-340, 8-9 Dec 2025.
Kejun Du, Yafeng Yin, Qiru Ma, Enoch Lee, Lubing Li, Hong K Lo, "VARIATIONAL INFERENCE OF METRO PASSENGER ROUTE CHOICES AND PLATFORM WAITING TIMES USING AFC DATA," Proceedings of the 29th International Conference of Hong Kong Society for Transportation Studies, HKSTS 2025, Hong Kong, pp. 470-478, 8-9 Dec 2025.
Kejun DU, Qiru MA, Enoch LEE, Hong Kam LO, "Efficient Gradient-Based Calibrations with A Differentiable Dynamic Traffic Assignment (DTA) Simulation Model by Iterative Backpropagation (IB) And Auto-Differentiation," Paper presented at 10th International Symposium on Dynamic Traffic Assignment (DTA), Salerno, Italy, 16-18 Sep 2025.
Zhiya Su, Enoch Lee, Hong K Lo, Joseph YJ Chow, "Resilient bus services design under correlated stochastic metro system disruption," International Conference on Advanced Systems in Public Transport (CASPT), Kyoto, Japan, 30 Jun - 4 Jul 2025. 
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