毕辉：校聘教授、硕士生导师
联系方式：bihui@njupt.edu.cn
办公地址：三牌楼校区行政北楼203
主要研究方向：城市慢行交通智慧运行、出行行为分析与建模、城市交通规划与政策、交通安全
课题组以科研导向，欢迎具有交通、地理、数学、通信、经管等交叉学科知识的同学加入，需熟悉编程，优先考虑具有读博意愿的同学。
毕辉，男，工学博士、博士后，南京邮电大学校聘教授，硕士生导师，现代邮政学院院长助理，交通工程系副系主任。东南大学交通运输工程博士，苏黎世联邦理工学院联合培养博士/访问学者，江苏省优博，江苏省科技副总。中国公路学会会员，美国土木工程协会会员，南京市科技咨询专家，江苏省通信学会青年工作委员会委员，江苏省高等学校科学技术协会高级会员。目前在IEEE T-ITS，Transportation Research Part A，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近50篇，申请授权发明专利及软著近20项。主持参与多项省部级以上项目。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编委。
研究课题
江苏省自然科学基金青年项目，2024.7-2027.6，主持
中国博士后科学基金第76批面上资助项目，2025.1-2026.12，主持
江苏省高等学校基础科学（自然科学）研究面上项目，2024.7-2026.6，主持
江苏省高校哲学社会科学研究一般项目，2025.10-2027.10，主持
南京邮电大学国自然孵化项目，2023.9-2024.9，主持
南京邮电大学高水平师资引进项目，2023.9-2025.9，主持
东南大学优秀博士学位论文基金项目，2021.1 – 2022.12，主持
国家建设高水平大学公派研究生项目，2021.9 – 2022.10，主持
国家自然科学基金面上项目，2021.1 – 2024.12，参与
国家重点研发计划课题，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Top)
2. Bi, H., Gao, H., & Ye, Z. (2024) Urban Spatial Aggregation Issues in Transportation: A New Homogeneity-related Zone System. IEEE Transactions on Intelligent Transportation Systems. (JCR Q1，中科院一区Top)
3. Bi, H., & Ye, Z. (2024) Using topic modeling to unravel the nuanced effects of built environment on bicycle- metro integrated usage. Transportation Research Part A: Policy and Practice. (JCR Q1，中科院一区Top)
4. Bi, H., Zhang, X., Zhu, W., Gao, H., & Ye, Z. Why they take the risk to perform a direct left turn at intersections: A data-driven framework for cyclist violation modeling. Accident Analysis and Prevention. (JCR Q1，中科院一区Top)
5. 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)
6. Bi, H., & Ye, Z. (2024) Multi-person round trip in bike sharing systems: A data-driven exploratory study. Journal of Transport Geography. (JCR Q1，中科院一区Top)
7. 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Top)
8. 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Top)
9. 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Top)
10.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，中科院一区Top)
11.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，中科院一区Top)
12.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，中科院一区Top)
13.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)
14.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)
15.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)
16.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)
17.Gan, J., Bi, H., Wu, Y., Li, L., Qu, X., & Ran, B. (2026). Prediction-enhanced intelligent driver model: Integrating transformer-based foresight into car-following dynamics. Expert Systems with Applications, 306, 130947. (JCR Q1，中科院一区Top)
18.Hu, L., Cheng, J., Chen, W., Bi, H., & Ye, Z. (2026). Nonlinear and Interactive Effects of the Built Environment on Low‐Carbon Travel Intentions: Evidence From Large‐Scale Map Usage Data in Beijing. Journal of Advanced Transportation, 2026(1), 1084122. (JCR Q2，中科院四区)
19.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)
20.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)
21.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)
22.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)
23.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)
24.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)
25.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)
26.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)
27.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)
28.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)
29.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)
30.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)
31.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)
32.Bi, H., & Ye, Z. (2024). Deciphering Cyclists’ Risky Street-crossing Behavior: An In-depth Analysis of Built Environment Contributing Factors to The Cyclist Violation. Transportation Research Board (TRB) 104st Annual Meeting. (Poster，美国华盛顿)
33.Bi, H., & Ye, Z. (2024). Roles of urban built environment in bicycle-metro integrated usage: Topic modeling analysis. Transportation Research Board (TRB) 104st Annual Meeting. (Poster，美国华盛顿)
34.Bi, H., & Ye, Z. (2024). Bicycle safety outside the crosswalks: Investigating cyclists' risky street-crossing behavior and its relationship with built environment. World Transport Convention 2024. (Poster，中国青岛)
35.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)
36.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)
37.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)
38.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)
39.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)
40.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)
41.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
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)
毕辉，李佳润，张学军，高辉. 一种多IRS无人机通感算一体化系统资源配置优化方法.（发明专利，授权）
毕辉，刘思怡，张学军，高辉，付建. 一种基于图像识别的共享单车危险骑行行为检测方法.（发明专利，授权）4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)
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，授权)
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)
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，授权)
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)
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，授权)
毕辉，魏静，高辉，张学军.基于深度学习的交叉口非机动车违规左转判别方法及系统（发明专利，公开）
毕辉，付建，张学军，高辉，刘思怡，周明徽.基于GPS轨迹数据追踪的共享单车危险行为辨识方法（发明专利，公开）
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)
甘婧，吴瑶，毕辉，闫冬梅，王玥.一种基于预测增强机制的车辆纵向跟驰控制方法.（发明专利，公开）
学生指导
作为指导老师，指导学生参加“全国大学生交通运输科技大赛”、“全国大学生节能减排社会实践与科技竞赛”等，获国家奖多次。
作为指导老师，指导学生升学至香港中文大学、电子科技大学、合肥工业大学深造。
社会工作
《Journal of Advanced Transportation》编委、《Digital Transportation and Safety》青年编委、《Sensors》专题顾问委员会成员、《Journal of Highway and Transportation Research and Development》青年编委、《长安大学学报（自然科学版）》青年编委、《中外公路》青年编委、《公路与汽运》青年编委、《交通安全与环境（英文）》青年编委、《现代交通与冶金材料》青年编委
荣誉获奖
江苏省优秀博士学位论文
东南大学研究生正青年/正青年提名
东南大学交通学院学术创新先进个人
2021国家奖学金（博士阶段）
2016国家奖学金（本科阶段）
