个人简介：

杨颖，教授，博士生导师，2023年加入上海大学管理学院，并入选上海市海外领军人才计划，2024年入选国家高层次人才—自然科学基金委优青（海外）。

近期研究聚焦于可持续交通系统管理、人工智能与决策。近年来发表SCI或SSCI检索国际期刊论文60余篇，其中英国商学院协会（the Association of Business School, ABS）高质量学术期刊指南3星及4星期刊论文33篇；国家自然科学基金委员会管理科学学部公布的《FMS管理科学高质量期刊推荐列表》A/B类期刊41篇，包括《European Journal of Operational Research》、《Transportation Research Part A：Policy and Practice》、《Transportation Research Part B：Methodological》、《Transportation Research Part D: Transport and Environment》、《Transportation Research Part E: Logistics and Transportation Review》等。

加入上海大学之前，于澳大利亚凯斯林大学、瑞典查尔莫斯理工大学等高校从事科研、教学工作。曾主持或参与国家自然科学基金、优青（海外）、澳大利亚教育部、瑞典创新局、欧盟联合研究计划等多项研究课题。荣获2016年澳大利亚教育部奋进研究奖，2021年澳大利亚凯斯林大学女性研究奖等。

与国内外多所知名研究机构和著名学者保持长期合作，包括清华大学、香港中文大学、香港理工大学、密西根大学、威斯康星大学麦迪逊、新加坡国立大学、悉尼大学等。

欢迎诚实守信、勤奋上进，擅长机器学习、大语言模型等研究方法的同学申请博士后、博士、硕士，特别欢迎有志于学术研究、有意于国内外知名高校深造的同学加入。

教育背景：

2010-2012 新加坡南洋理工大学 联合培养博士

2009-2012 北京师范大学 博士

2006-2009 北京师范大学 硕士

2002-2006中国人民大学 学士

近五年部分科研论文：（*通讯作者）

1. Yan, Y., Yang, Y.*, Wang, K., Liu, Y., & Qu, X. (2026). Vehicle design dictates the geography of urban air mobility accessibility. Transportation Research Part A: Policy and Practice, 208, 104979. (FMS-A, ABS-3, JCR Q1).

2. Yan, Y., Yang, Y.*, Kim, I. (2026). Embodied intelligence at scale: Cross-platform transfer and large-scale sensing in autonomous mobility. Communications in Transportation Research, 9640022. (FMS-B, ABS-3, JCR Q1).

3. Yang, Y., Hu, Z., Zhang, C., Zhang, Z., Gao, K., & Liu, Y. (2026). Large language models as decision-making agents for autonomous vehicles in dynamic urban scenarios. Transportation Research Part E: Logistics and Transportation Review, 210, 104803. (FMS-B, ABS-3, JCR Q1).

4. Yang, Y., Zhan, J., Xu, M., Liu, Y., & Qu, X. (2026). Toward climate-neutral urban mobility: Understanding shared e-scooter carbon emission patterns through multi-city evidence in Europe. Transportation Research Part A: Policy and Practice, 203, 104736. (FMS-A, ABS-3, JCR Q1).

5. Zhang, Z., Liu, S., Yu, Q., Huang, H., Yang, Y.*, Liu, Y., & Gao, K. (2026). Cross-city carbon emission estimation for electric mobility services: A transfer learning approach. Journal of Transportation Research Part E: Logistics and Transportation Review, 213, 104991. (FMS-B, ABS-3, JCR Q1).

6. Tian, X., Wang, S., Liu Y., & Yang, Y.* (2025). Data-driven optimization for container ship bunkering management under fuel price uncertainty. Transportation Research Part B: Methodological, 103250. (FMS-A, ABS-4, JCR Q1).

7. Yang, Y., Zhan, J., Liu, Y., & Qu, X. (2025). Policy-aware cross-city learning: A framework for sustainable urban governance. The Innovation, 6, 100986. (IF: 39.5)

8. Yang, Y., Zhan, J., Liu, Y., & Wang, Q. (2025). Cross-city transfer learning: Applications and challenges towards smart cities and sustainable transportation. Communications in Transportation Research. (FMS-B, JCR Q1).

9. He, Z., Yang, Y.*, Mu, Y., & Qu, X. (2025). Public acceptance of driverless buses: An extended UTAUT2 model with anthropomorphic perception and empathy. Communications in Transportation Research, 5, 100167. (FMS-B, JCR Q1).

10. Zhang, Z., Rong, W., Liu, Y., & Yang, Y.* (2025). Port carbon emission estimation: Principles, practices, and machine learning applications. Transportation Research Part E: Logistics and Transportation Review, 199, 104159. (FMS-B, ABS-3, JCR Q1).

11. Tian, X., Wang, S., Laporte, G., & Yang, Y.* (2024). Determinism versus uncertainty: Examining the worst-case expected performance of data-driven policies. European Journal of Operational Research. (ABS-4, FMS-A, JCR Q1).

12. Yang, Y., Zhang, W., Lin, H., Liu, Y., & Qu, X. (2024). Applying masked language model for transport mode choice behaviour prediction. Transportation Research Part A: Policy and Practice, 184, 104074. (ABS-3, FMS-A, JCR Q1)

13. Cui, S., Yang, Y.*, Gao, K.*, Cui, H., & Najafi, A. (2024). Integration of UAVs with public transit for delivery: Quantifying system benefits and policy implications. Transportation Research Part A: Policy and Practice, 183, 104048. (ABS-3, FMS-A, JCR Q1).

14. Yang, Y., Liu, Y., Li, G., Zhang, Z., & Liu, Y. (2024). Harnessing the power of machine learning for AIS data-driven maritime research: A comprehensive review. Transportation Research Part E: Logistics and Transportation Review, 183, 103426. (ABS-3, FMS-B, JCR Q1).

15. Gao, K., Yang, Y.*, Zhang, T., Li, A., Qu, X., (2021). Extrapolation-enhanced model for travel decision making: An ensemble machine learning approach considering behavioral theory. Knowledge-Based Systems, 218, 106882. (JCR Q1, 中科院1区，ESI高引).

16. Wang, Y.^#, Yang, Y.^#, Wang, J., Douglas, M., Su, D., (2021). Examining the influence of social norms on orderly parking behavior of dockless bike-sharing users. Transportation Research Part A: Policy and Practice, 147, 284–296. (Co-first authorship, ABS-3, FMS-A, JCR Q1).

17. Gao, K., Sun, L., Yang, Y.*, Meng, F., Qu, X., (2021). Cumulative prospect theory coupled with multi-attribute decision making for modeling travel behavior. Transportation Research Part A: Policy and Practice, 148, 1–21. (ABS-3, FMS-A, JCR Q1).

18. Gao, K., Yang, Y.*, Qu, X., (2021). Examining nonlinear and interaction effects of multiple determinants on airline travel satisfaction. Transportation Research Part D: Transport and Environment, 97, 102957. (ABS-3, FMS-B, JCR Q1).

19. Gao, K., Yang, Y.*, Li, A., Li, J., Yu, B., (2021). Quantifying economic benefits from free-floating bike-sharing systems: A trip-level inference approach and city-scale analysis. Transportation Research Part A: Policy and Practice, 144, 89–103. (ABS-3, FMS-A, JCR Q1, ESI高引).

20. Xu, Y., Zheng, Y., Yang, Y.*, (2021). On the movement simulations of electric vehicles: A behavioural model-based approach. Applied Energy, 283, 116356. (JCR Q1, 中科院1区, ESI高引).

近期科研项目：

1. 国家自然科学基金青年项目，主持，2025.01-2007.12

2. 国家自然科学基金——优青项目（海外），主持，2025.01-2027.12

3. 上海市海外领军人才项目（海外），主持，2023.07-2026.06

荣誉奖项：

1. 澳大利亚教育部奋进研究奖，2016年

2. 澳大利亚凯斯林大学女性研究奖，2021年