Publications

Publication List

For the complete and current list, please visit my Google Scholar profile.

๐Ÿ“– Journal Articles

Note: โ€  denotes corresponding author.

  1. Li, G., Feng, T.โ€ , He, D., Yan, L., & Kim, J. (2025). Activity-aware urban area embedding with contrastive learning for intelligent transportation systems applications. Transportation Research Part C: Emerging Technologies, 178, 105252.

  2. Li, G., Wu, J., Luo, Z., Feng, T.โ€ , & Wu, Z. (2026). GeoLogistics Transformer: Exploring Urban Truck Traffic with Route-Adaptive Embedding and Contextual Logistics Graph. IEEE Transactions on Intelligent Transportation Systems. Accepted for publication as a Regular Paper.

  3. Xu, P.-C., Lan, J.-Y., Lu, Q.-C., Lei, B., & Li, G.โ€  (2026). ่€ƒ่™‘ๅฑ…ๆฐ‘็พๅฎณๆ„Ÿ็Ÿฅๅผ‚่ดจ่กŒไธบ็š„ไบค้€š็ณป็ปŸ้Ÿงๆ€งๅˆ†ๆž [Modelling transportation system resilience addressing the heterogeneous resident behaviors of disruptive consciousness]. Journal of Traffic and Transportation Engineering. Advance online publication. https://doi.org/10.19818/j.cnki.1671-1637.2026.290

  4. Wu, J., Feng, T., Jia, P., Li, G., & Zhang, J. (2026). Impacts of transportation infrastructure on the stopping behavior of heavy commercial vehicles. Transportation Research Part A: Policy and Practice, 211, 105069.

  5. Wu, Z., Wang, D., Qiu, M., Li, G., Li, W., & Yan, Y. (2026). Signal Timing and CAV Trajectory Joint Control Under Mixed Vehicular Environments With Hierarchical Proximal Policy Optimisation. IET Intelligent Transport Systems, 20(1), e70147.

  6. Wu, Z., Li, S., Li, G., Waterson, B., Zhu, L., & Wang, D. (2025). The adaptive dynamic programming signal control system for person in a connected vehicle environment. Scientific Reports, 15(1), 22756.

  7. Xu, P.-C., Lu, Q.-C., Feng, T., Li, J., Li, G., & Xu, X. (2024). Resilience analysis of metro stations integrating infrastructures and passengers. Reliability Engineering & System Safety, 252, 110467.

  8. Wu, J., Feng, T., Jia, P., & Li, G. (2024). Spatial allocation of heavy commercial vehicles parking areas through geo-fencing. Journal of Transport Geography, 117, 103876.

  9. Luo, Z., Feng, T., & Li, G. (2024). Robust vision-based traffic anomaly detection: DINOv2 driven gated recurrent unit network. Advances in Transdisciplinary Engineering, 27, 261-268.

  10. Li, G. (2017). Optimization of Taxi Stand Layout Based on Big Data. Urban Construction Theory Research (Electronic Edition), 31, 18.

๐ŸŽค Conference Proceedings

  1. Li, G., & Feng, T. (Accepted for presentation). GeoLogistics Transformer: Exploring Urban Truck Traffic with Route-Adaptive Embedding and Contextual Logistics Graph. Proceedings of the World Transport Convention (WTC).

  2. Li, G., & Deng, Y. (2021). Crowd Dynamics Analysis Using a Bio-Inspired Model. 2021 IEEE Asia-Pacific Conference on Image Processing, Electronics and Computers (IPEC), 931-934. IEEE. Link

๐Ÿ“ข Conference Presentations

  1. “Modeling the Impact of Personality Traits on Day-to-Day Traffic Dynamics”
    • 25th International Conference of Transportation Professionals (CICTP 2025)
    • Guangzhou, China, July 2025