教育背景

2018.06至2024.05，荷兰埃因霍温理工大学（Tue），CSC公派博士

2014.09至2017.03，哈尔滨工程大学，硕士

2010.09至2014.07，哈尔滨工业大学，学士

工作经历

2024.06至2026.05，北京大学深圳研究生院，城市规划与设计学院，博士后

2026.06至今，上海理工大学，管理学院，交通系统工程系，预聘副教授

纵向项目

1. 教育部，北京大学高层次海外博士人才引进计划，面向智慧城市的多模态交通网络与功能区耦合建模与协同优化研究，2025，项目负责人

2. 中国博士后科学基金面上资助项目，2025M770340，道路网络与生态廊道时空演化关系研究——以珠三角城市群为例，2025/03 – 2027/03，项目负责人

学术论文

1) Liu Y, Liu Z, Zhang X. The interactions between road networks and ecological corridors: A novel dual-network method. Journal of Transport Geography. 2026,130:104448.（SCI, IF=6.3，中科院一区 top）

2) Liu Y, Jia C, Rasouli S, Gong J, Feng T, Wong M, Huang T. SAFER-predictor: Sparse adversarial training framework for robust traffic prediction under missing and noisy data. Communications in Transportation Research. 2025, 5:100192. (SCI，IF=14.5，中科院一区 top)

3) Liu Y, Rasouli S, Wong M, Feng T, Huang T. RT-GCN: Gaussian-based spatiotemporal graph convolutional network for robust traffic prediction. Information Fusion. 2024, 102:102078. (SCI，IF=15.5， 中科院一区top)

4) Liu Y, Gong J, Huang T, Cao J. Traffic congestion predictor: A spatiotemporal graph neural network with congestion-conditional adaptive mechanism and optimization algorithm. Expert Systems with Applications. 2025, 277:127200. (SCI，IF=7.5，中科院一区top)

5. Liu Y*, Feng T, Rasouli S, Wong M. ST-DAGCN: A spatiotemporal dual adaptive graph convolutional network model for traffic prediction. Neurocomputing. 2024, 601:128175.(SCI，IF=6.5，中科院二区，JCR一区)

6. Liu Y*, and Feng Tao. The Effect of Crowdsourced Police Enforcement Data on Traffic Speed: A Case Study of The Netherlands. Applied Sciences 13, no. 21 (2023): 11822. (SCI，IF= 2.5，中科院三区，JCR二区)

7. Gong J, Ding L, Jia C, Liu Y, Cao J. Toward resilient vehicle platooning: A two-layer secure control architecture against hybrid cyber-physical threats. IEEE/CAA Journal of Automatica Sinica. 2026, early access. (SCI，IF=19.2，中科院一区 top)

8. Chen R, Sun S, Liu Y, Hu X, Hui Y, Cheng N. Proactive effects of C-V2X-based vehicle-infrastructure cooperation on the stability of heterogeneous traffic flow. IEEE Internet of Things Journal. 2023, 11(5):9184-97. (SCI，IF=10.6，中科院一区 top)

9. Chen R, Gao L, Liu Y, Guan YL, Zhang Y. Smart Roads: Roadside Perception, Vehicle-Road Cooperation, and Business Model. IEEE Network. 2024, 39(3):311-8. (SCI，IF=8.5，中科院一区 top)