科研课题
1.《数智驱动的城市空间活动模拟及城市更新决策支持关键技术研究》，课题负责人，2025.8-2027.8，同济大学学科交叉重点项目（2025-1-ZD-04）.
2.《城市国土空间精细化感知与评价优化技术》，子课题负责人，2023.12-2026.11，国家重点研发计划《国土空间规划实施监测网络关键技术研发与应用》（2023YFC3804004）.
3.《应对气候变化背景下低碳和韧性城市国土空间规划综合行动-中国部分》，共同主持，2023.3-2025.7，德国国际合作机构（GIZ）
4.《融合时空知识图谱和深度学习的人类移动行为模式发现及预测方法》，主持，2022.9-2024.8，上海市 “科技创新行动计划”人工智能科技支撑专项项目（22511104200）
5.《应对极端气象灾害的韧性城市交通规划理论与方法》，共同主持，2022.7-2024.7，同济大学学科交叉联合攻关项目（2022-5-YB-02）
6.《面向新型肺炎疫情的交通运输与公共安全协同智能管控关键技术》，共同主持，2020.2-2020.11，同济大学“中央高校基本科研业务费专项资金”(22120200001)
7.《危险化学品运输安全智能监测与综合管控技术》，主持, 2019.10-2022.10,上海市科委重点课题子课题（19DZ1202100）
8.《城市交通“状态迁移”与“态势演化”的敏捷预测与可靠推演》,课题负责人，2019.1-2022.12，科技部国家重点研发计划《城市交通智能治理大数据计算平台及应用示范》（2018YFB1601103）
9.《考虑有限理性的重大节假日路网应急管控策略》，主持，2017.1-2019.12,国家自然科学基金委（71601145）
10.《基于随机基本图的城市快速路车速离散特征及其机理解析》，主持, 2016.6-2018.6,上海浦江人才计划（A类）资助
学术论文（近5年）
1.Xia, Q., Zhang, Z., Wang, A., Wang, W., Wang, X., &Li, J.*(2026). HSGraphAgent: Knowledge-Graph-Guided Large Language Models for Harmonized System Code Classification.ACL 2026（CCF-A，主会接收.
2.Wang, A., Chen, Z., Wang, S., Xia, Q., Zhou, Y., &Li, J.*(2026) CityWeave: Weaving User Needs and World Constraints for Personalized and Reliable Mobility Planning.ACM KDD 2026（CCF-A，AI4Science Track口头汇报）
3.Chen, R., &Li, J.*(2026). Humanitarian logistics planning for future flood risks: a data-driven stochastic framework.Computers & Industrial Engineering,112180.
4.Zhu, G., &Li, J.*(2026). Blockchain-enabled Collaborative Governance in Dangerous Goods Road Transportation: An Evolutionary Game Approach.International Journal of Transportation Science and Technology, in press.
5.Zha, W., &Li, J.*(2025). Understanding commuters' perceived accessibility and travel intentions under rainstorm warnings in Shanghai, China.Transport Policy,167, 276-294.
6.Li, J.*, Gan, T., Li, W., & Liu, Y. (2025). A spatiotemporal knowledge graph-based method for identifying individual activity locations from mobile phone data.Journal of Transport Geography,124, 104157.
7.Wang, A., Zhu, G., &Li, J.*(2025). Collaborative supervision of dangerous goods supply chain: A blockchain-based conceptual platform.Computers & Industrial Engineering,200, 110818.
8.Guo, S., Dayarian, I.,Li, J., & Qian, X. (2025). Solving the equity-aware dial-a-ride problem using an exact branch-cut-and-price algorithm.Transportation Research Part B,192, 103149.
9.He, L., Li, W.,Li, J.*, & Sun, J. (2024). Urban mobility analytics amid COVID-19 pandemic: A framework for promoting work resumption based on mobile phone data.Journal of Transport Geography,117, 103887.
10.Yan, S., Ren, P., Wu, G., &Li, J.*(2024). Electric bus fleets during urban flash floods: A mixed bus fleet strategy.International Journal of Transportation Science and Technology, 17, 224-237.
11.Li, J.*, & Xu, C. (2024). Evidence-based practices in sustainable travel behavior intervention: A knowledge graph-based systematic review.Journal of Traffic and Transportation Engineering (English Edition).
12.Xiang, T.,Li, J.*, Guo, Y., & Ye, X. (2023). Effects of risk perception on commuters’ mode choice behavior during the COVID-19 pandemic: Evidence from Shenzhen, China.Transportation Research part F: traffic psychology and behaviour,99, 221-238.
13.Lu, D. N., He, H. D., Zhao, H. M., Lu, K. F., Peng, Z. R., &Li, J.(2023). Quantifying traffic-related carbon emissions on elevated roads through on-road measurements.Environmental Research,231, 116200.
14.He, L.,Li, J.*, Guo, Y., & Sun, J. (2023). Commuters’ intention to choose customized bus during COVID-19 pandemic: Insights from a two-phase comparative analysis.Travel Behaviour and Society,33, 100627
15.Zha, W., Ye, Q.,Li, J.*, & Ozbay, K. (2023). A social media Data-Driven analysis for transport policy response to the COVID-19 pandemic outbreak in Wuhan, China.Transportation Research Part A: Policy and Practice,172, 103669.
16.Liu, G., Jin, H., Li, J., Hu, X. &Li, J.*(2022) A Bayesian Deep Learning Method for Freeway Incident Detection with Uncertainty Quantification.Accident Analysis & Prevention,176, 106796.
17.Wu, Y., Li, W., Yu, Q. &Li, J.(2022)Analysis of the Relationship between Dockless Bicycle-Sharing and the Metro: Connection, Competition, and Complementation.Journal of AdvancedTransport, 5664004.
18.Bian, R., Murray-Tuite, P. &Li, J.(2022) Investigating COVID-19 Induced Taxi and For-Hire Vehicle Ridership Disparities.Journal of Urban Planning and Development, 148(4), 04022038.
19.Wu, H., Jin, H., Xu, Z., Liu, C. &Li, J.(2022) Travel Mode Classification based on GNSS Trajectories and Open Geospatial Data.Transactions in GIS, 26(6), 2598-2620.
20.Wang, X.,Li, J.*& Yu, R.(2022)Modeling Disruption Durations of Subway Service via Random Survival Forests: The Case of Shanghai.Journal of Transportation Safety & Security, 1-23.
21.Li, J.*, Xu, P., & Li, W.(2022)Spatiotemporal Analysis of Urban Road Congestion during and post COVID-19 Pandemic in Shanghai, China.Transportation Research Interdisciplinary Perspectives,100555.
22.Chen, T. Zhang, Y., Qian, X. &Li, J.*(2022) A Knowledge Graph-based Method for Epidemic Contact Tracing in Public Transportation.Transportation Research part C,137, 103587.
23.He, L.,Li, J.*, & Sun, J. (2021) How to Promote Sustainable Travel Behavior in Post COVID-19 Period: A Perspective from Customized Bus.International Journal of Transportation Science and Technology, accepted.
24.He, L., Yang, D., &Li, J.*(2021)Improving the Service Quality of Public Transit with Exclusive Bus Lanes: A Perspective from Passenger Satisfaction.Journal of Advanced Transport, 8599256.
25.Li, J.*, Xu, P., & Li, W. (2021). Urban Road Congestion Patterns under the COVID-19 Pandemic: A Case Study in Shanghai.International Journal of Transportation Science and Technology, 10, 212-222.
26.Xiong, Z.,Li, J.*, & Wu, H. (2021). Understanding operation patterns of urban online ride-hailing services: a case study of Xiamen.Transport Policy, 101, 100-118.
27.Li, J.*, Xiang, T., & He, L. (2021). Modeling epidemic spread in transportation networks: a review.Journal of Traffic and Transportation Engineering (EnglishEdition), 8(2), 139-152.
28.阎桑慧宇,李健*.城市暴雨内涝下考虑地铁联合疏散的公交应急路线优化.交通运输系统工程与信息，已接收.
29.李健*,朱国军,王奥,夏强,周胥君&李毅喆.知识增强的城市交通领域大模型构建及应用.城市交通,23(2), 1-12.
30.陈冉冉,李健*. (2023)基于GPS数据的危险品运输车辆行程链聚类研究[J].中国安全科学学报,2023,33(09):157-163.
31.王子懿,李健*. (2022)场景导向的定制公交潜在出行需求宏微观嵌套分析方法[J].城市交通, (06),38-45+28.
32.张懿木,李哲,李健*. (2021)厦门轨道交通1号线运营初期道路公交客流变化特征分析[J].城市轨道交通研究, 24(9), 83-87.
33.张懿木，陈田，王俊，李哲，李健*. (2021)基于多源数据的多模式公共交通出行链构建[J].城市交通，19(4), 120-126.
34.李健*，陈田，张懿木. (2020).面向传染病疫情防控的公共交通运行管理决策支持研究[J].中国公路学报, 33(11), 30-42.
科研获奖
1.2025，超大城市交通规划智慧决策支持关键技术及应用，自然资源科学技术奖，二等奖（3/10）
2.2023,城市轨道交通站点周边地区设施空间规划设计导则,中国城市规划学会，三等奖（6/15）
3.2021,基于个体出行推演的城市交通主动管控关键技术及应用，广东省科技进步奖，一等奖（13/15）
4.2021,客运交通疫情防控理论方法、装备研发及重大应用,中国公路学会，二等奖（2/15）
5.2020,基于个体出行推演的城市交通精细化治理评估关键技术,中国城市规划学会，一等奖（8/15）.
6.2020，基于大数据的城市交通态势推演与综合评估关键技术及应用，华夏建设科学技术奖励委员会 ，一等奖（7/15）.