#31
Journal Article
Mobility AI
A federated meta-learning approach for interpretable, privacy-preserving, and customizable behavior analysis
Communications in Transportation Research, 2026, 6, 9640014
Publications
Research spanning public transit resilience, travel behavior, mobility AI, and sustainable urban systems.
For the most recent publication list, please visit Google Scholar.
Communications in Transportation Research, 2026, 6, 9640014
European Transport Research Review, 2026, 18, 27
Reliability Engineering and System Safety, 2026, 272, 112579
Nature Sustainability, 2025, 8, 1259-1269
European Journal of Operational Research, 2025, 327 (2), 577-591
Transportation Science, 2025, Articles in Advance
Transportation, 2025, 52 (1), 263-286
Transportation Research Record, 2025, 2679 (2), 2099-2110
IEEE Transactions on Intelligent Transportation Systems, 2024, 25 (10), 13305-13322
Smart Cities, 2024, 7(6), 3658-3677
Transportation Research Part B: Methodological, 2024, 190, 103061
Travel Behaviour and Society, 2024, 34, 100689
Transportation Research Part B: Methodological, 2023, 169, 82-107
Transportation Research Part E: Logistics and Transportation Review, 2023, 175, 103168
IEEE Internet of Things Journal, 2023, 10 (11), 9565-9584
IEEE Transactions on Intelligent Transportation Systems, 2022, 23 (8), 12014-12026
Transportation Science, 2022, 57 (2), 313-335
Transportation Research Part E: Logistics and Transportation Review, 2022, 159, 102628
IEEE Transactions on Intelligent Transportation Systems, 2022, 23 (12), 23231-23243
IEEE Open Journal of Intelligent Transportation Systems, 2022, 3, 551-569
Transportation Research Part C: Emerging Technologies, 2021, 122, 102893
Transportation Research Part C: Emerging Technologies, 2021, 127, 103058
Transportation Research Part C: Emerging Technologies, 2021, 130, 103281
Transportation Research Part B: Methodological, 2021, 146, 333-358
Transportation Research Part A: Policy and Practice, 2021, 148, 445-469
Journal of Advanced Transportation, 2021, 5597130
Computer‐Aided Civil and Infrastructure Engineering, 2020, 35 (7), 734-752
Transportation Research Part C: Emerging Technologies, 2020, 112, 234-251
Transportation Research Record, 2020, 2674 (5), 59-69
Transportation Research Record, 2018, 2672 (6), 40-51
Transportation Research Part C: Emerging Technologies, 2017, 82, 358-378
SCOPE-MoE: Supply chain forecasting with a pretrained MoE-based large time series model in e-commerce
IEEE 28th International Conference on Intelligent Transportation Systems (ITSC 2025), 2025, Accepted
TimeMixer++: A general time series pattern machine for universal predictive analysis
The 13th International Conference on Learning Representations (ICLR 2025), 2025, Oral Presentation (0.6%) [OpenReview]
Individual longitudinal adoption pattern analysis under fare incentives using smart card data
Transportation Research Board 102th Annual Meeting (TRB 2023), 2023, Oral Presentation [PDF]
Robust path recommendations during public transit disruptions under demand uncertainty
Transportation Research Board 101th Annual Meeting (TRB 2022), 2022, Poster Presentation [PDF]
Impact of unplanned rail disruption on urban transit systems
Transportation Research Board 100th Annual Meeting (TRB 2021), 2021, Poster Presentation [PDF]
Calibrating route choice for urban rail system: A comparative analysis using simulation-based optimization methods
Transportation Research Board 99th Annual Meeting (TRB 2020), 2020, Poster Presentation [PDF]
Latent attitudes of existing travel modes on autonomous vehicle adoption
Transportation Research Board 99th Annual Meeting (TRB 2020), 2020, Poster Presentation [PDF]
Network performance model for urban rail systems
Transportation Research Board 99th Annual Meeting (TRB 2020), 2020, Oral Presentation [PDF]
Predicting travel mode choice with 86 machine learning classifiers: An empirical benchmark study
Transportation Research Board 99th Annual Meeting (TRB 2020), 2020, Poster Presentation [PDF]
Built environment and autonomous vehicle mode choice: A first-mile scenario in Singapore
Transportation Research Board 98th Annual Meeting (TRB 2019), 2019, Poster Presentation [PDF]
Impact of built environment on first- and last-mile travel mode choice
Transportation Research Board 97th Annual Meeting (TRB 2018), 2018, Oral Presentation [PDF]
Large language models for travel behavior prediction
arXiv preprint, 2024, 2312.00819 [arXiv]
Evaluation of public transit systems under short random service suspensions: A bulk-service queuing approach
To be submitted to Informs Journal on Computing [PDF]
Passenger path choice estimation using smart card data: A latent class approach with panel effects across days
To be submitted to Transportation Research Part E