著作
吴兵, 马万经, 杨超, 特殊需求下区域交通协同管控理论与技术,电子工业出版社,2015
Ukkusuri, Satish V., Yang, Chao，Transportation Analytics in the Era of Big Data，Springer International Publishing，2019
汪光焘、周继东、沈国明、杨超、陈小鸿等编著.城市交通与法治.同济大学出版社，2021.
综合交通运输导论，人民交通出版社，2021.
综合交通运输学，人民交通出版社，2022.
汪光焘、陈小鸿、杨东援、郭继孚、杨超、吴娇蓉、杨晓光著.城市交通学总论——兼论城市交通学的基础问题.同济大学出版社，2022
汪光焘、杨超、陈小鸿、杨晓光编著.城市交通与信息化.同济大学出版社，2024.
专利
ZL101510279 B -交通规划业务支持系统及业务流程再造方法
ZL201110407378.X -基于车牌识别数据的交通需求管理措施效果评价方法
ZL201310180175.0-基于智能手机的居民出行信息获取方法
ZL201610034503.X -智能公交运行路线设置方法和系统
ZL201711448160.2-一种基于时空聚类的停驻识别方法
ZL202210060750.2-一种基于多源数据的柔性公交多车型车队配置方法
ZL202210778569.5-一种城市片区道路网交通承载力计算方法
ZL202411105322.2-基于优化后RAG的城市轨道交通应急领域问答方法及系统
ZL202411236015.8-基于多源数据融合的个体时空大数据非通勤活动识别方法
ZL202410713925.4-基于多源大数据驱动的市域交通现状模型重构方法及系统
ZL202411359548.5-一种基于多源数据的公交用户出行目的预测方法和设备
软件著作权
城市综合交通系统规划通用软件 2009SR055798
个体行为调查设计及数据采集平台软件 2010SR030946
城市交通网络演化特征分析系统 2010SR039195
基于智能手机的居民出行调查系统（TJCTS V1.0）
获奖情况
2025年度自然资源科学技术奖二等奖，第4完成人
2023年度中国公路学会科学技术奖二等奖，第8完成人
2022年度中国智能交通协会科技进步奖三等奖，第6完成人
2022年度中国城市规划学会科技进步三等奖，第6完成人
上海市2020年科技进步一等奖，第8完成人
深圳市2018年科技进步奖一等奖，第10完成人
2018年度华夏建设科学技术奖一等奖，第10完成人
2017年上海市教学成果二等奖，第5完成人
2009年教育部新世纪优秀人才支持计划；
2009年上海高校选拔培养优秀青年教师科研专项基金；
上海市2008年青年科技启明星计划（A类）；
杭州市2008年科学技术奖二等奖，第4完成人；
深圳市2007年度科技创新奖一等奖，第10完成人；
建设部2007年度华夏建设科学技术奖一等奖，第10完成人；
发表刊物
1. Chengcheng Yu, *Quan YUAN; Anne Goodchild, Wentao Dong, Travis Fried, Haocheng Lin, Yeke Zou, *Chao Yang, Yougeng Lu, Qianyao Duan & Zhengtao Qin. (2026),“Increasing nationwide disparities in road freight emissions across cities”. Nat Cities,
2. Chao YANG, Xiannan HUANG; Shuhan QIU; *Yan CHENG; (2026),“CONTINA: Confidence interval for traffic demand prediction with coverage guarantee”, Transportation Research Part C, 184, 105502.
3. Chengcheng Yu, Wentao DONG; Nixuan YE; Quan YUAN; *Chao YANG; (2025), “MBSE-Net: multi-view attributed graph model for predicting and evaluating incentive impacts on individual-level behaviour status evolution of multimodal transit users”, Transportation Research Part C, 180, 105365.
4. Yue Hu, *Chao YANG; Quan YUAN; Tuqiang Zhou; (2025), “Identifying evaluation indicators for sustainable urban transportation in the era of autonomous vehicles: A combined approach of importance-performance analysis and Kano three-factor theory model”, INTERNATIONAL JOURNAL OF SUSTAINABLE TRANSPORTATION, 2576095.（
5. 俞诚成;林昊成;徐雷;董文韬; *杨超; (2025),“多模式公交用户行为状态识别及状态演化序列预测”,交通运输工程与信息学报，1-14.
6. 朱硕;袁泉;*杨超, (2025),“交通运输科技领域研究现状与前沿知识图谱分析”,交通运输研究, 11(3), 55-70.
7. *袁泉、陈航、杨超、谢国松、慕明, (2025),“基于轨迹几何特征的集卡拖车语义停留点识别方法及应用”,中国公路学报, 38(10), 324-336.
8. 俞诚成;戴一楚;*杨超;徐雷;袁泉, (2025),“出行即服务促销策略对用户生命周期提升的因果推断研究”,交通运输系统工程与信息, 25(4), 34-43.
9. 杨超,朱硕;董文韬, (2025),“基于Citespace的城市轨道交通安全研究热点与前沿可视化分析”,交通与运输，41（1），82-87.
10. Chao Yang , Yijun Zhao , Quan Yuan & *Chengcheng Yu (2025) Exploratory system dynamics modelling of urban travel demand amid electrification , automation , and sharing technologies : insights from Shanghai , Transportmetrica B : Transport Dynamics ,13:1, 2544741,
11. Ruixu Pan; Quan Yuan; Jiaming Cao; Chonghao Zhang; Chengcheng Yu; Qian Liu; Chao Yang; *Xingyu Liang; (2025), “Sentence-resampled BERT-CRF model for autonomous vehicle crash causality analysis from large-scale accident narrative text data”, Accident Analysis & Prevention, 221, 108184.
12. Chengcheng Yu, Wentao DONG; Nixuan YE; Quan YUAN; *Chao YANG; (2025), “Transitioning from incentive-based user acquisition to loyal retention on the Mobility-as-a-Service platform: A large-scale social experiment”, Transportation Research Part E, 203, 104363.
13. 张琬昕;杨超,（2025），“Evaluation Indicators of 15-Minute Community-Life Circle Based on Excess Living-Trip”, Journal of Tongji University, 53(2), 272-279.
14. Chao YANG; Wentao DONG; Quan YUAN; Rong CAO, *Chengcheng Yu; (2025),“Integrating user values assessment with the augmented RFM model to enhance bus transit systems’market segmentation”, Transport Policy, 171, 50-62.
15. Yang Zhou, Chao Yang, Quan Yuan, Xiaoyi Ma, Fangyi Ding, *Tianren Yang (2025).“From trajectory to behavior: Capturing individual travel details using an applet-based GPS tracking system,”Travel Behaviour and Society, 41, 101078.
16. Chengcheng Yu, WentaoDong, Haocheng Lin, Yougeng Lu, Chen Wan, Yong Yin, Zhengtao Qin, *Chao Yang, and *Quan Yuan (2025). “Multi-layer regional railway network and equitable economic development of megaregions”, npj Sustainable Mobility and Transport, 2:3.
17. Yuliang Zhang, Chengcheng Yu, *Chao Yang, Wentao Dong, Wenxiang Li, (2025).“Spend more but get less: Unraveling the causes of bus ridership decline using a data-driven machine learning approach”, Transportmetrica B, 13:1, 2438246.
18. Nixuan Ye; *Chao Yang; Chengcheng YU, (2025),“Why they are experiencing long-time commuting: A gendered analysis across occupational, family, and spatial dimensions”，Journal of Transport Geography, 123, 104133.
19. Zhaoxiang Li; Xu Ma; Ruixu Pan; Chao Yang; *Quan Yuan, (2025),“Explaining the Dynamics and Identifying Potential Risks of Hazardous Materials Truck Movements”，Journal of Transport Geography, 123, 104125.
20. Chengcheng YU, *Chao YANG, Wentao DONG, Yitong Chen, Quan YUAN, (2025).“Retaining Bus Riders: A Longitudinal Analysis of Behavioral Status Transitions from Entry to Exit,”International Journal of Transportation Science and Technology, 18, 176-192.
21. 杨超,朱硕,董文韬(2025),“基于Citespace的城市轨道交通安全研究热点与前沿可视化分析”,交通与运输，41（1），82-87.
22. Yang Zhou; Quan Yuan; Chao Yang; Tangyi Guo; Xiaoyi Ma; Wenyong Sun; Tianren Yang, (2025), “Residence-Workplace Identification and Validation Based on Mobile Phone Data: A Case Study in a Large-Scale Urban Agglomeration in China”, Transportation Research Record: Journal of the Transportation Research Board, 2679 (2), 1558-1571.
23. 牛逸聪，杨超, (2024),“基于文献计量学方法的交通学科研究方向识别及其演变分析”,交通与运输，40（5），89-94.
24. Qin, ZT; Yu, CC, Lin, HC, Yang, C; *Yuan, Q, (2024),“Unraveling the role of freight facility development in the dynamics of gentrification”，Transportation Research Part D, 137, 104481.
25. Tong Xiao; Zhengtao Qin; Yougeng Lu; Yuan Chao; Chao Yang, * Quan Yuan, (2024),“Reexamining Exposure from Truck Emissions Considering Daily Movement of Individuals”，Transportation Research Part D, 136, 104441.
26. Chengcheng Yu, Haocheng Lin, Yitong Chen, *Chao Yang, Ailing Yin, *Quan Yuan, (2024),“Creating most needed customized bus services: A collaborative analysis of user-route dynamics”, Transportation Research Part D, 133, 104312.
27. Yu, Chengcheng, Qin, Zhengtao, Lu, Yougeng, Lin, Haocheng, *Yang, Chao, *Yuan, Quan, Wu, Qingyang, (2024),“Integrated strategies for road transportation-related multi-pollutant control: A cross-departmental policy mix”，Transportation Research Part D, 132, 104257 .
28. Chengcheng Yu, Haocheng Lin, Wentao Dong, Shen Fang, Quan Yuan, *Chao Yang, (2024), “TripChain2RecDeepSurv: A novel framework to predict transit users’ lifecycle behavior status transitions for user management”, Transportation Research Part C, 167, 104818.
29. Yu, C.C., Dong, W.T., Liu, Y.H., *Yang, C., *Yuan, Q., (2024),“Rethinking Bus Ridership Dynamics: Examining Nonlinear Effects of Determinants on Bus Ridership Changes Using city-level panel data from 2010 to 2019”, Transport Policy, 151, 85-100.
30. Chengcheng Yu, Wei Hua, Chao Yang, Shen Fang, Yuanhe Li, *Quan Yuan, (2024).“From sky to road: Incorporating the satellite imagery into analysis of freight truck-related crash factors,”Accident Analysis and Prevention, 200, 107491.
31. Mingyang Chen, Quan Yuan, *Chao Yang, Yuliang Zhang, (2024). “Decoding Urban Mobility: Application of Natural Language Processing and Machine Learning to Activity Pattern Recognition, Prediction, and Temporal Transferability Examination,” IEEE Transactions on Intelligent Transportation Systems, vol. 25, no. 7, pp. 7151-7173.
32. Quan Yuan, Haocheng Lin, *Chengcheng Yu, *Chao Yang, (2024). “Modeling freight truck-related traffic crash hazards with uncertainties: A framework of interpretable Bayesian neural network with stochastic variational inference,” International Journal of Transportation Science and Technology, 15, 181-197.
33. Jiashuo Lei, Chao Yang, Qingyan Fu, Yuan Chao, Jie Dai, *Quan Yuan, (2024).“An approach of localizing MOVES to estimate emission factors of trucks,”International Journal of Transportation Science and Technology, 13, 229-242.
34.王鹤,*杨超,颜奋帆.基于站点客运量的轨道交通站点用地利用绩效评价——以上海为例.城市轨道交通研究, 2024, 27(07): 164-168.
35.周洋,杨超,郭唐仪, (2023).“基于手机GPS数据的个体出行链提取方法研究,”交通运输系统工程与信息,Volume 23, Issue 5, Page 45-54.
36. Xuenuo Zhang, *Chao Yang, Quan Yuan, (2023).“A strategic analysis model of residents’travel demand for Shanghai 2035 under new technology,”International Journal of Sustainable Transportation
37. Yang Zhou, Chao Yang, Mingyang Chen, Yunhao Liu, *Quan Yuan, (2023).“Commuting Versus Consumption: The Role of Core City in a Metropolitan Area,”Cities, 141, 104495.
38.谭俊宇,李晟,林昊成,杨超,袁泉, (2023).“基于企业货运设施的城市货运交通生成及分布建模方法研究,”交通与港航, 10(03), pp. 24-33.
39. Chengcheng Yu, Yongqi Deng, Zhengtao Qin, *Chao Yang, *Quan Yuan, (2023).“Traffic volume and road network structure: Revealing transportation-related factors on PM2.5 concentrations,”Transportation Research Part D, 124, 103935.
40. Chao Yang, Zhiyang Wan, *Quan Yuan, Yang Zhou, Maopeng Sun, (2023).“Travel before, during and after the COVID-19 Pandemic: Exploring Factors in Essential Travel Using Empirical Data,”Journal of Transport Geography, 110, 103640.
41. Chao YANG, Chengcheng YU, Wentao DONG, *Quan YUAN, (2023).“Substitutes or Complements? Examining Effects of Urban Rail Transit on Bus Ridership Using Longitudinal City-level Data,”Transportation Research Part A, 174, 103728.
42. Zhengtao Qin; *Yuan Liang; Chao Yang; Qingyan Fu; Yuan Chao; Ziang Liu, *Quan Yuan, (2023). “Externalities from restrictions: Examining the short-run effects of urban core-focused driving restriction policies on air quality,” Transportation Research Part D, 119, 103723.
43.胡月，杨超，(2023),“基于Eqasim模型的城市交通出行仿真建模与分析,”交通与运输，第39卷第5期, pp. 99-104. ISSN:1671-3400
44.杨超，雷家硕，程一唯，袁泉，(2023),“城市重要货运走廊污染物排放及人群暴露研究,”交通与运输，第39卷第2期, pp. 87-91.
45.俞诚成，周晨阳，徐雷，周韬，杨超，(2022),“基于多源数据的县城老年人公交出行行为分析,”交通与运输，第38卷第5期, pp. 24-28.
46. Zhou, Yang; Zhang, Yuantao; Yuan, Quan; *Yang, Chao; Guo, Tangyi, Wang, Yinhai, (2022) "The Smartphone-Based Person Travel Survey System: Data Collection, Trip Extraction, and Travel Mode Detection", IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 12, pp. 23399-23407.
47.张雪诺，*杨超, (2022).“居住小区生活圈服务设施适老性评价”，城市交通，20(4): 35-46.
48. Chen, Ruiya; Xu, Xiangdong; Chen, Anthony; Yang, Chao, (2022).“A conservative expected travel time approach for traffic information dissemination under uncertainty”, Transportmetrica B: Transport Dynamics, on April 08, 2022.
49. Zhou, Yang, *Yuan, Quan, Ding, Fangyi; Chen, Mingyang; *Yang, Chao; *Guo, Tangyi (2022). “Demand, mobility, and constraints: Exploring travel behaviors and mode choices of older adults using a facility-based framework”, Journal of Transport Geography, 2022, 102，103368.
50.杨超，陈明垟，袁泉，王燚, (2022).“上海市新城通勤人群出行特征分析”，城市交通，20(2): 99-110.
51.杨超，丁方熠，周洋，张玉梁, (2022),“基于文本向量表示的居民活动模式识别方法,”交通与运输，第38卷第1期, pp. 16-21.
52. Qian, X.W., Ukkusuri, S., Yang, C. and Yan, F.F., (2022).“Short-term demand forecasting for on-demand mobility service,”IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 2, pp. 1019-1029.
53. Zang, Zhaoqi; Xu, Xiangdong; Chen, Anthony; Yang, Chao, (2021).“Modeling the alpha-max capacity of transportation networks: a single-level mathematical programming formulation”, Transportation on July 14, 2021,
54.杨超，张雪诺，崔轶坤, (2021),“基于系统动力学分析的2035年上海市交通发展模式探究,”交通与运输，第37卷第6期, pp. 83-88.
55.张雪诺，杨超，张玉梁, (2021),“居住区设施可达性评估,”交通与运输，第37卷第4期, pp. 85-89.
56. Xiangdong Xu, Kai Qu, *Anthony Chen and Chao Yang, (2021).“A new day-to-day dynamic network vulnerability analysis method with weibit-based route adjustment process,”Transportation Research Part E, 153, 102421.
57. Xiangdong Xu, *Anthony Chen, Guangming Xu, Chao Yang, W.H.K. Lam, (2021).“Enhancing Network Resilience by Adding Redundancy to Road Networks,”Transportation Research Part E, 154, 102448.
58. Chen, X.H., Guo, Y.J., Yang, C., Ding, F.Y., *Yuan, Q., (2021).“Exploring Essential Travel during COVID-19 quarantine: Evidence from China,”Transport Policy, Volume 111, Pages 90-97.
59.叶倪瑄，杨超，闫茜，(2021).“深圳市轨道交通周五大客流特征及成因分析,”城市轨道交通研究，第24卷第5期, pp. 153-157,166.
60. Yang, C., Chen, M.Y., *Yuan, Q., (2021).“The application of XGBoost and SHAP to examining the factors in freight-related accidents: An exploratory analysis,”Accident Analysis and Prevention, 158, 106153.
61. Zhou, Y., Yuan, Q., *Yang, C., Wang, Y.H., (2021).“Who You Are Determines How You Travel: Clustering Human Activity Patterns with a Markov-Chain-Based Mixture Model,”Travel Behaviour and Society, 24, 102-112.
62. Yang, C., Chen, M.Y., *Yuan, Q., (2021).“The Geography of Freight-related Accidents in the Era of E-commerce: Evidence from the Los Angeles Metropolitan Area,”Journal of Transport Geography, 92, 102989.