基本信息：

职称：副教授

办公地点：通达馆515，上海国际设计中心西楼902

Email：21015@tongji.edu.cn

简介：副教授、博士生导师，长期从事出行行为分析、交通规划与交通能源融合研究。2019年获美国普渡大学博士学位，2021年入选上海市海外高层次人才引进计划，《公路交通科技》《华南理工大学学报（自然科学版）》青年编委。近五年，围绕新能源汽车用户行为分析、充电设施布局优化与交通能源融合设施规划等方向持续开展系统研究，主持国家自然科学基金面上项目1项，承担国家重点研发计划、国家重点研发计划政府间国际科技创新合作项目、国家重点研发计划青年科学家项目等国家级项目4项，主持完成新能源汽车用户行为分析、交通能源基础设施规划及相关决策支持课题10余项，在用户行为建模、行为引导策略设计、充换电设施规划及交通能源融合系统分析方面形成了扎实的前期研究基础。近五年，以第一作者或通讯作者在Transportation Research Part A/B/D、Journal of Transport Geography等国内外知名期刊发表SCI/SSCI论文30余篇，其中JCR一区论文20篇，获授权发明专利和软件著作权3项，相关成果获中国交通运输协会科技进步奖一等奖、IEEE ITSC 2025最佳论文奖。

研究方向：

新能源汽车用户行为分析、充电设施布局优化与交源融合

主要成果：

1. Li, M., Li, X., Guo, Y. *, Qian, X., Liu, H., Teng, L. (2026).Spatiotemporal Analysis of Heavy-Duty Truck Activity-Trip Chains in Harbin, China: A Multi-Resolution GPS Data Fusion Approach. Journal of Transport Geography, 131, 104562.

2. Zhou, M., Guo, Y.*, Yang, Z., Li, X., & Teng, L. (2026).Accessibility and equity in dockless bikesharing: a data-driven analysis of gender-age groups. Transportation Research Part D: Transport and Environment, 150, 105090.

3. Feng, X., Yang, Z., Guo, Y.*, Li, X., Qian, X., & Zhou, Y. (2025). Transport equity and COVID-19: a systematic review of accessibility and policy implications. European Transport Research Review, 17(1), 62.

4. Li, X., Wang, T., & Guo, Y. (2026). Exploring Spatial Patterns of Intracity HeavyDuty Truck Flows in Shanghai Using Large-Scale Trajectory Data: A VSTC-TPS Approach. Journal of Transportation Engineering, Part A: Systems, 152(2), 04025129.

5. Li, X., Xu, W., Guo, Y. *, Qian, X., Liu, H., & Zhang, W. (2025).Supply demand dynamics and allocation equity in charging infrastructure: a user centered approach.Transportation.

6. Liu, C., Guo, Y. *, Qian, X., Li, X., Liu, H., & Zhong, M. (2025).Understanding spatiotemporal dynamics of V2G participation in megacities: A data-driven study. Applied Energy, 401, 126866.

7. Guo, Y.*, Yan, K., Qian, X., Li, X., Hu, Y., Wang, N. (2025). A robust optimal battery swapping station location model for commercial electric vehicles under demand uncertainty. Energy, 333, 137466.

8. Guo, Y.*, Lu, S., Liu, C., Qian, X., Li, X., Zhang, W., Liu, H. (2025).The true costs of electrification in megacities: A data-driven lifecycle cost assessment. Transportation Research Part D: Transport and Environment, 140, 104638

9. Feng, F., Chen, J., Guo, Y. *, Sheng, D., Li, X., Gao, L. (2025). Exploring factors that affect single-mode and multimodal travel preference for commute trips: a case study in Shanghai, China, Transportation Planning and Technology, Accepted.

10. Tang, T., Shi, Q., Guo, Y. *, Sheng, D., Li, X., Anastasopoulos, P. (2025). Impact of attitudinal factors and mode-specific transportation policies on the intention to adopt MaaS: The moderating role of urban scale. Cities, 158, 105683.

11. Tang, T., Guo, Y. *, Souders, D., Li, X., Yang, M., Xu, X., Qian, X. (2025).Moderating effects of policy measures on intention to adopt autonomous vehicles: Evidence from China. Travel Behaviour and Society, Vol. 38, 100921.

12. Tang, T., Chen, J., Guo, Y. *, Sheng, D., Li, X., Anastasopoulos, P. (2025). Intention to adopt autonomous vehicles in China: A comparative study among residents in differentsized cities. Transportation Letters: the International Journal of Transportation Research, 17 (5), 910-929.

13. Feng, F., P. Ch. Anastasopoulos, Guo, Y. *, Wang, W., Peeta, S., Li, X. (2024). Willingness to Use Ridesplitting Services for Home-to-Work Morning Commute in the Post-COVID-19 Era. Transportation, Accepted.

14. Yang, Z., Guo, Y. *, Feng, X., Zhou, Y., Zhou, P., Li, X., & Qian, X. (2024). Evaluating Temporal Variations in Access to Multi-Tier Hospitals using Personal Vehicles and Public Transit: Implications for Healthcare Equity. Sustainable Cities and Society, 105687.

15. Li, X., Zou, J., Agrawal, S., Guo, Y. *, Tang, T., & Feng, X. (2024). Role of policy and consumer attitudes in people’s intention to use autonomous vehicles: a comparative study in China and the USA. Transportation, 1-48.

16. Li, X., Zhang, X., Qian, X., Zhao, C., Guo, Y. *, & Peeta, S. (2024). Beyond centralization: Non-cooperative perimeter control with extended mean-field reinforcement learning in urban road networks. Transportation Research Part B: Methodological, 186, 103016.

17. Li, X., Yang, Z., Guo, Y. *, Xu, W., & Qian, X. (2024).Factoring in temporal variations of public transit-based healthcare accessibility and equity. International Journal of Transportation Science and Technology, 13, 186-199.

在研课题：

小型电动乘用车行为演化机理及充电设施布局优化研究

G244 G109交通与能源融合发展规划咨询

新型混合交通流背景下交通适驾性影响机理及改善对策研究

长大线形交通基础设施应急抢修与快速保通关键技术

极端洪涝灾害下城市道路基础设施及交通系统韧性评估与提升技术

全结构灾变破坏-加固措施模拟仿真与多层级-多目标多主体抢修决策技术

开设课程：