毕辉，男，1994年生，工学博士，南京邮电大学校聘教授。东南大学交通运输工程博士，苏黎世联邦理工学院（ETH）联合培养博士。主要从事出行行为分析与建模、城市交通规划与政策、交通大数据分析与挖掘、交通安全等方面研究工作。目前，在IEEE T-ITS，Transportation，Transport Policy，Journal of Transport Geography，Transportation Research Board Annual Meeting，Swiss Transport Research Conference等交通领域权威期刊和学术会议上发表论文30余篇，其中以第一作者发表SCI/SSCI检索论文12篇。申请发明专利及软著8项，其中授权4项。受邀参加美国TRB、瑞士STRC等国外学术会议并作报告，同时担任10余家国际期刊和会议审稿人工作。

研究方向：

出行行为分析与建模、城市交通规划与政策、交通大数据分析与挖掘、交通安全

研究课题：

1. 东南大学优秀博士学位论文基金项目，重大疫情下城市共享单车系统运营特征及对策研究，2021.1 – 2022.12，主持

2. 国家建设高水平大学公派研究生项目，基于多尺度分析的疫情背景下共享微型交通出行特性研究，2021.9 – 2022.10，主持

3. 国家自然科学基金面上项目，考虑驾驶员响应机理的营运客车主动安全预警系统差异化分级调控方法，2021.1 – 2024.12，参与

4. 国家重点研发计划课题，物联交互与数据驱动下的多方式交通实时响应控制技术，2019.03 – 2021.12，参与

近五年学术成果

专业论文：

1. Bi, H., & Ye, Z. (2021) Discovering implicit working pace of online car-hailing drivers: An exploratory study. IEEE Transactions on Intelligent Transportation Systems. (JCR Q1，中科院一区)

2. Bi, H., Ye, Z., Zhao, J., & Chen, E. (2022). Mining bike sharing trip record data: A closer examination of the operating performance at station level. Transportation. (JCR Q1，中科院二区)

3. Bi, H., & Ye, Z. (2023). Bicycle safety outside the crosswalks: Investigating cyclists’ risky street-crossing behavior and its relationship with built environment. Journal of Transport Geography. (JCR Q1，中科院一区)

4. Bi, H., & Ye, Z. (2021). Exploring ridesourcing trip patterns by fusing multi-source data: A big data approach. Sustainable Cities and Society, 64, 102499. (JCR Q1，中科院一区)

5. Bi, H., & Ye, Z. Examining the nonlinear impacts of built environment on ridesourcing usage: Focus on the critical urban sub-regions. Journal of Cleaner Production. (JCR Q1，中科院一区)

6. Bi, H., Ye, Z., Zhao, J., & Chen, E. (2020). Real trip costs: Modelling intangible costs of urban online car-hailing in Haikou. Transport Policy, 96, 128-140. (JCR Q1，中科院二区)

7. Bi, H., Ye, Z., Hu, L., & Zhu, H. (2021). Why they don’t choose bus service? Understanding special online car-hailing behavior near bus stops. Transport Policy. (JCR Q1，中科院二区)

8. Bi, H., Li, A., Hua, M., Zhu, H., & Ye, Z. (2022). Examining the varying influences of built environment on bike-sharing commuting: Empirical evidence from Shanghai. Transport Policy. (JCR Q1，中科院二区)

9. Bi, H., Ye, Z., & Zhu, H. (2021) Data-driven analysis of weather impacts on urban traffic conditions at the city level. Urban Climate. (JCR Q1，中科院二区)

10. Bi, H., & Ye, Z. A long-term perspective on the COVID-19: The bike sharing system resilience under the epidemic environment. Journal of Transport & Health. (JCR Q2，中科院三区)

11. Bi, H., Ye, Z., Wang, C., Chen, E., Li, Y., & Shao, X. (2020). How built environment impacts online car-hailing ridership. Transportation Research Record, 2674(8), 745-760. (JCR Q3，中科院四区)

12. Bi, H., Ye, Z., & Zhang, Y. (2021). Analysis of the Integration Usage Patterns of Multiple Shared Mobility Modes and Metro System. Transportation Research Record, 03611981211013351. (JCR Q3，中科院四区)

13. Zhang, Y., Shao, Y., Bi, H.^*, Li, A., & Ye, Z. (2022). Bike-sharing Systems Rebalancing Considering Redistribution Proportions: A User-based Repositioning Approach. Physica A: Statistical Mechanics and its Applications. (JCR Q2，中科院二区)

14. Hu, L., Bi, H., & Ye, Z. Unravelling nonlinear and interaction effects of various determinants on bus gaseous contaminants. Science of the Total Environment. (JCR Q1，中科院一区)

15. Wang, C., Ye, Z., & Bi, H. (2021). Exploring the influence of contributing factors and impact degree on bus emissions in real-world conditions. Environmental Science and Pollution Research, 1-10. (JCR Q2，中科院三区)

16. Sun, Z., Wang, C., Ye, Z., & Bi, H. (2021). Long short-term memory network-based emission models for conventional and new energy buses. International Journal of Sustainable Transportation, 15(3), 229-238. (JCR Q2，中科院三区)

17. Chen, E., Ye, Z., & Bi, H. (2019). Incorporating Smart Card Data in Spatio-Temporal Analysis of Metro Travel Distances. Sustainability, 11(24), 7069. (JCR Q2，中科院四区)

18. Bi, H., Ye, Z., & Kay, Axhausen. (2022). Uncovering built environment influences on the integration of bike-sharing and the metro: Insights from topic modeling. 22nd Swiss Transport Research Conference. (Presentation，瑞士阿斯科纳)

19. Bi, H., Ye, Z., Wang, C., Chen, E., Li, Y., & Shao, X. (2019). How built environment impacts online car-hailing ridership. Transportation Research Board (TRB) 99th Annual Meeting, (Poster，美国华盛顿)

20. Bi, H., Ye, Z., & Zhang, Y. (2020). Understanding the competition and complementation of multiple ridesharing modes as feeder to metro. Transportation Research Board (TRB) 100th Annual Meeting, (Poster，美国华盛顿)

21. Bi, H., & Ye, Z. (2020). Car-sharing usage island, built environment, travel demand: Evidence from a correlation analysis. Transportation Research Board (TRB) 100th Annual Meeting. (Poster，美国华盛顿)

22. Bi, H., & Ye, Z. (2021). Transportation Resilience: Tracing the Dynamic Impacts of COVID-19 on Bike-sharing System. Transportation Research Board (TRB) 101st Annual Meeting. (Poster，美国华盛顿)

23. Bi, H., & Ye, Z. (2021). Inferring Underlying Operating Performance of Bike-sharing Station from Trip Record Data. Transportation Research Board (TRB) 101st Annual Meeting. (Poster，美国华盛顿)

24. Bi, H., & Ye, Z. (2021). Regular Commuting Behavior in Bike-sharing Scheme and Its Relationship with Urban Built Environment. Transportation Research Board (TRB) 101st Annual Meeting. (Poster，美国华盛顿)

25. Bi, H., & Ye, Z. (2021). Spatial Aggregation Issues in Transportation: A New Homogeneity-related Zone System. Transportation Research Board (TRB) 101st Annual Meeting. (Poster，美国华盛顿)

26. Zhao, J., & Bi, H.. (2021). Identifying Land-use Types and Intensity Using Traffic Volume and Traffic Event Data Based on Ensemble Learning Approaches. Transportation Research Board (TRB) 101st Annual Meeting. (Poster，美国华盛顿)

27. Hu, L., Bi, H., & Ye, Z. (2021). Understanding Nonlinear Effects and Synergies of Contributors on Bus Emissions: A Case Study in Zhenjiang. Transportation Research Board (TRB) 101st Annual Meeting. (Poster，美国华盛顿)

28. Yao X., Sun, Z., Yan, Q., Calvert, S., & Bi, H. (2022). Performance Comparison of Multi-class SVM and S3VM for Driving Style Classification. Transportation Research Board (TRB) 102nd Annual Meeting. (Poster，美国华盛顿)

29. Hu, L., Bi, H., Chen, W. & Ye, Z. (2022). Tensor Capped Schatten p Norm for Network-wide Traffic Data Imputation Considering Spatial Smoothness. Transportation Research Board (TRB) 102nd Annual Meeting. (Poster，美国华盛顿)

30. Yue, Y., Chen, Jun., Feng, T., Ma, X. & Bi, H. (2022). New Classification Scheme for High-Speed Railway Stations Based on Large-Scale Mobile Phone Data: A Case Study in Jiangsu, China. Transportation Research Board (TRB) 102nd Annual Meeting. (Poster，美国华盛顿)

31. Zhang, Y., Shao, Y., Bi, H. & Ye, Z. (2022). A Bi-level Programming Model Application to a User-based Scheduling Strategy for Bike-sharing Systems. Transportation Research Board (TRB) 102nd Annual Meeting. (Poster，美国华盛顿)

32. Zhang, Y., Bi, H., Shi X. & Ye, Z. (2021). Dynamic Optimization for Elevator Group System as Stochastic Demand Vehicle Routing Problem with Heuristic Algorithm. The 4th International Symposium on Multimodal Transportation. (Poster，中国南京)

专利及软著情况：

1. 毕辉, 黄卫, 叶智锐, 许跃如, 王超. 一种营运货车车队智能交互行驶系统及装置. (发明专利，授权)

2. 叶智锐，毕辉，陈恩惠. 基于视频感知的路内停车泊位实时检测方法、装置及系统. (发明专利，授权)

3. 赵佳慧，叶智锐，毕辉. 基于公交信号优先的实时车头时距均衡控制方法和系统. (发明专利，授权)

4. 邵宜昌，毕辉, 吴浩，胡里阳，张宇涵. 地铁到达实时预报系统PC端. (软著，授权)

5. 叶智锐，毕辉，郑征程，陈恩惠. 一种基于网约车检索请求数据的交通小区划分方法. (发明专利，公开)

6. 叶智锐，毕辉. 一种网约车隐性出行成本的定量测算方法. (发明专利，公开)

7. 叶智锐, 张宇涵, 毕辉, 胡里阳, 施晓蒙. 一种混合驾驶环境自动驾驶汽车驾驶能力测评方法. (发明专利，公开)

8. 叶智锐, 邵宜昌, 施晓蒙，毕辉, 张宇涵. 一种基于GAT-Seq2seq模型的时空双注意力地铁客流短时预测方法. (发明专利，公开)

荣誉获奖：

1. 2022年东南大学研究生正青年/正青年提名

2. 2022年东南大学交通学院学术创新先进个人

3. 2022年东南大学博士研究生学业奖学金一等奖

4. 2021国家奖学金（博士阶段）

5. 2016国家奖学金（本科阶段）

社会职务：

《IEEE transactions on Intelligent Transportation System》、《Transportation Research Part A: Policy and Practice》、《Transport Policy》、《Sustainable Cities and Society》、《Urban Climate》、《Transportation Research Record》、《Science of the Total Environment》、《Journal of Cleaner Production》、《Journal of Transport & Health》、TRB AP020、COTA、Qeios等期刊及会议审稿人