教育背景与工作经历
教育背景 直接攻博，交通运输工程，同济大学，2016-2021 联合培养博士，交通运输工程，香港理工大学，2019-2021 本科，交通工程，同济大学，2012-2016 工作经历 副研究员，上海理工大学管理学院，2024至今 博士后，上海理工大学管理学院，2021-2024 |
教研项目及成果
科研项目 1.主持，国家自然科学基金青年项目 (No. 52202401), 快速路合流区新型混合交通流汇入间隙协同机制, 2023/01-2025/12, 30万元 2.主持，上海市浦江人才计划 (No. 22PJC081), 面向人机混驾环境的车辆合流管理机制与优化策略, 2022/10-2025/09, 15万元 3.主持，中国博士后科学基金面上资助 (No. 2022M712139), 人机混驾交通流汇入行为异质性分析与协同控制, 2022/07-2024/11, 8万元 4.主持，道路与交通工程教育部重点实验室开放课题 (No. K202202), 网联环境下快速路合流区交通运行风险预判与主动防控, 2022/10-2024/08, 3万元 期刊论文 累计发表期刊论文30篇，其中以第一作者/通讯作者发表论文19篇 1.Cheng Zhang, Xin Chen, Jing Zhao*, Zehao Jiang, Edward Chung. Estimating Bus Passenger Origin-Destination Flow via Passenger Reidentification Using Video Images. IEEE Transactions on Intelligent Transportation Systems, 2025, 26(6): 8353-8367, DOI: 10.1109/TITS.2025.3538999. (TOP期刊) 2.Cheng Zhang, Biyu Chen*, William Lam, H W Ho, Xiaomeng Shi, Xiaoguang Yang, Wei Ma, S C Wong, Andy Chow. Vehicle Re-identification for Lane-level Travel Time Estimations on Congested Urban Road Networks Using Video Images. IEEE Transactions on Intelligent Transportation Systems, 2022, 23(8): 12877-12893, DOI: 10.1109/TITS.2021.3118206. (TOP期刊，ESI高被引) 3.Cheng Zhang, Wei Ma, Jing Zhao*, Chengyuan Ma, Yuelong Su, Xiaoguang Yang. Destination-aware Coordinated Ramp Metering for Preventing Off-Ramp Queue Spillover and Mainstream Congestion. IEEE Intelligent Transportation Systems Magazine, 2024, 16(1): 40-61, DOI: 10.1109/MITS.2023.3323029. 4.Cheng Zhang, H W Ho, William Lam *, Wei Ma, S C Wong, Andy Chow. Lane-based Estimation of Travel Time Distributions by Vehicle Type via Vehicle Re-identification Using Low-resolution Video Images. Journal of Intelligent Transportation Systems, 2023, 27(3): 364-383, DOI: 10.1080/15472450.2022.2027767. 5.Cheng Zhang, Junjie Qi, Yinlong He, M A Shafique, Jing Zhao. Collision-free Merging Control via Trajectory Optimization for Connected and Autonomous Vehicles. Transportation Research Record, 2024, 2678(8): 1077-1087, DOI: 10.1177/03611981231224739. 6.Cheng Zhang, Jiawen Wang*, Jintao Lai, Xiaoguang Yang, Yuelong Su, Zhenning Dong. Extracting Origin-Destination with Vehicle Trajectory Data and Applying to Coordinated Ramp Metering. Journal of Advanced Transportation, 2019, Article ID 8469316, 15 pages, DOI: 10.1155/2019/8469316. 7.章程, 杨晓光*, 王一喆, 江泽浩. 基于多源信息的城市快速路交通走廊协同控制：综述与展望. 交通信息与安全, 2020, 38(4): 66-75. 8.章程, 赵靖*, 杨晓光, 穆健滔. 城市快速路入口匝道控制研究综述. 上海理工大学学报, 2023, 45(4): 332-344. DOI: 10.13255/j.cnki.jusst.20230507001. 9.章程*, 张舒沁, 王梦真. 基于出租车GPS数据的扬招点选址确定方法. 交通运输研究, 2015, 1(4): 42-48. DOI:10.16503/j.cnki.2095-9931.2015.04.007. 10.Ang Li, Cheng Zhang*. Physics-Aware Real-Time Estimation of Multi-Class Travel Time Variability Based on Multi-source Traffic Data. Knowledge-Based Systems, 2026, 346: 116185, DOI: 10.1016/j.knosys.2026.116185. 11.Jing Zhao, Tianyu Yao, Cheng Zhang*, Muhammad Awais Shafique. Signal Control for Overflow Prevention at Intersections Using Partial Connected Vehicle Data. Transportmetrica A: Transport Science, 2026, 22(1): 2361648. DOI: 10.1080/23249935.2024.2361648. 12.Jing Zhao, Xiaoliang Yang, Cheng Zhang*. Vehicle Trajectory Reconstruction for Intersections: An Integrated Wavelet Transform and Savitzky-Golay Filter Approach. Transportmetrica A: Transport Science, 2024, 20(2): 2163207, DOI: 10.1080/23249935.2022.2163207. 13.Shulin Huang, Cheng Zhang*, Jing Zhao, Yin Han. Traffic Origin–Destination Flow Prediction Considering Individual Travel Frequency: A Classification-Based Approach. Journal of Transportation Engineering, Part A: Systems, 2025, 151(2): 04024106, DOI: 10.1061/JTEPBS.TEENG-8704. 14.Tianyu Yao, Cheng Zhang*, Jing Zhao, Ankit Gupta, Satyajit Mondal. Adaptive Signal Control for Overflow Prevention at Isolated Intersections Based on Fuzzy Control. Transportation Research Record, 2023, 2677(5): 1387-1401, DOI: 10.1177/03611981221143380. 15.Yanqing Yang, Jichen Zhu, Cheng Zhang*, Xiaoguang Yang. Traffic Congestion Source Back-Tracing Framework for Urban Road Networks Using Traffic Volume Data. Transportation Research Record, 2025, 2680(2): 182-203, DOI: 10.1177/03611981251362786. 16.Jiawen Wang, Yanxin Chen, Cheng Zhang*, Hao Chen. Trajectory Data-Based Model Predictive Control of Adjacent Intersection Signal Control Under Traffic Accident Scenarios. Transportation Research Record, 2025, 2680(2): 1018-1034, DOI: 10.1177/03611981251368323. 17.Chaojun Wang, Shulin Huang, Cheng Zhang*. Short-Term Traffic Flow Prediction Considering Weather Factors Based on Optimized Deep Learning Neural Networks: Bo-GRA-CNN-BiLSTM. Sustainability, 2025, 17(6): 2576. DOI: 10.3390/su17062576. 18.Junming Xu, Zhenxing Pan, Cheng Zhang*, Xiaoguang Yang. Leveraging Bluetooth and GPS Sensors for Route-Level Passenger Origin–Destination Flow Estimation. Sensors, 2025, 25(8): 2351. DOI: 10.3390/s25082351. 19.赵靖，巩凯琦，章程*. 基于仿真寻优的交叉口几何设计和信号控制协同优化模型. 中国公路学报, 2025, 38(6): 295-312, DOI: 10.19721/j.cnki.1001-7372.2025.06.022. 20.Congjian Liu, Cheng Zhang, Chunhui Yu, Ke Chen, Zehao Jiang*. Joint Optimization of Longitudinal and Lateral Locations of Autonomous-Vehicle-Dedicated Lanes on Expressways. IEEE Transactions on Intelligent Transportation Systems, 2024, 25(1): 430-442. DOI: 10.1109/TITS.2023.3306792. 21.Chengyuan Ma, Chunhui Yu, Cheng Zhang, Xiaoguang Yang. Signal Timing at an Isolated Intersection under Mixed Traffic Environment with Self-organizing Connected and Automated Vehicles. Computer-Aided Civil and Infrastructure Engineering, 2023, 38(14): 1955-1972, DOI: 10.1111/mice.12961. 22.Congjian Liu, Ke Chen, Zhikang Bao, Thomas Ng, Cheng Zhang, Zehao Jiang*. Assessing the Impacts of Connected-and-autonomous Vehicle Management Strategy on the Environmental Sustainability of Urban Expressway System. Sustainable Cities and Society, 2023, 99, Article number 104904, DOI: 10.1016/j.scs.2023.104904. 23.Yuyang Wang, Cheng Zhang, Wenpeng Qu, and Zehao Jiang*. Passenger Flow Prediction for Citywide Bus Stops Based on Gated Multi-Graph Convolutional Network. Journal of Intelligent Transportation Systems. 2025, DOI: 10.1080/15472450.2025.2543820. (Accepted). 24.Yuqi Shi, Cheng Zhang, Linan Zhang*, Xiaoguang Yang. Optimal Bus Service Frequency Setting and Limited-stop Operation with Varying Vehicle Capacity Limit. Computers and Electrical Engineering, 2024. 25.Jiawen Wang, Yang Feng, Jing Zhao, Cheng Zhang, Yanxin Chen. Dynamic Lane Assignment and Signal-Timing Collaborative Optimization Considering the Effect of Lane Switching. Transportation Research Record, 2024, DOI: 10.1177/03611981241234910. 26.Jing Zhao, Ruoming Ma, Jian Sun, Rongji Zhang, Cheng Zhang. Modeling and Analysis of Vehicle Path Dispersion at Signalized Intersections Using Explainable Backpropagation Neural Networks. Fundamental Research, 2025, 5(4): 1645-1658, DOI: 10.1016/j.fmre.2023.08.008. 27.Jiantao Mu, Yin Han, Cheng Zhang, Jiao Yao, Jing Zhao*. An Unscented Kalman Filter-Based Method for Reconstructing Vehicle Trajectories at Signalized Intersections. Journal of Advanced Transportation, 2021, Article ID 6181242, 12 pages, DOI: 10.1155/2021/6181242. 28.赵靖, 杨晓光*, 章程. 交通设计技术发展与对策建议. 前瞻科技, 2023, 2(3): 45-57. 29.陈馨, 章程, 韩印*, 赵靖, 郑佳媛. 基于公交车门视频的上下车乘客匹配与OD需求估计. 公路交通科技, 2026, 43 (3): 20-30. DOI: 10.3969/j.issn.1002-0268.2026.03.003. 30.杨晓光*, 朱际宸, 王一喆, 章程, 时玉琦, 马成元, 康振. 汽车变革发展中的城市交通系统重构与研究综述. 交通运输研究, 2022, 8(3): 2-20. DOI: 10.16503/j.cnki.2095-9931.2022.03.001. 授权专利 章程 等. 一种考虑出行频率的道路交通OD 流量短时预测方法 软件著作权 章程, 陈馨, 赵靖. 基于视频的公交乘客OD信息采集软件V1.0. 2024SR1066083 专著 《城市快速路交通主动协同优化控制》, 科学出版社, 发表时间2024-02（主编） 国家标准 《城市公共交通乘客满意度评价方法 第1部分：总则 GB/T36953.1-2018》, 国家市场监督管理总局、中国国家标准化管理委员会, 发表时间2018-12-28（主要起草人） 科技奖励 2024年上海市交通工程学会科学技术一等奖，数据与知识双驱动的城市快速路主动立体控制关键技术及应用（排名第2） 2024 年中国交通运输协会科技进步二等奖，高饱和快速路协同优化控制关键技术研究与应用（排名第6） |
主讲课程
本科生课程 《人工智能前沿探索与应用》 《人工智能未来产业技术》 《Python程序设计》 研究生课程 《交通人工智能技术》 《网络交通控制原理》 |
学术活动与社会服务
学术兼职 2023/12-2026/10，世界交通运输大会交通运输与环境技术委员会青年委员 2022/10至今，IEEE学会会员 2019/04至今，中国公路学会会员 2018/05至今，中国人工智能学会会员 审稿人 Transportation Research Part C Transportation Research Part D Transportation Research Interdisciplinary Perspectives IEEE Transactions on Intelligent Transportation Systems IEEE Internet of Things Journal IEEE Open Journal of Intelligent Transportation Systems IEEE Intelligent Transportation Systems Magazine Accident Analysis and Prevention Transportmetrica A: Transport Science Transportmetrica B: Transport Dynamics Travel Behaviour and Society Journal of Urban Mobility Results in Engineering Physica A: Statistical Mechanics and its Applications Transportation Research Record IET Intelligent Transport Systems International Journal of Digital Earth International Journal of Intelligent Transportation Systems Research International Journal of Crowd Science MultiMedia Tools and Applications The Journal of Supercomputing Discover Artificial Intelligence Journal of Traffic and Transportation Engineering (English Edition) 中国公路学报 |
荣誉
2025年全球35名35岁以下交通新星 2024年中国交通运输协会科技进步二等奖 2024年上海市交通工程学会科学技术一等奖 2022年上海市浦江人才 |
