胥川，安全工程系系主任，副教授，博士，硕士生导师，博士生以联合指导形式招收，四川省海外高层次留学人才。

谷歌学术：https://scholar.google.com/citations?hl=en&user=Fr_5fZwAAAAJ

2005年9月-2009年7月，西南交通大学交通运输与物流学院(茅以升班)，交通工程专业，获工学学士学位；

2009年9月-2014年9月，同济大学交通运输工程学院，交通运输规划与管理专业，获工学博士学位；

2014年12月-2019年12月，西南交通大学，交通运输与物流学院，讲师；

2016年12月-2018年12月，纽约大学(New York University)，坦登工程学院(Tandon School of Engineering), 博士后(Postdoctoral Researcher)；

2019年12月-至今，西南交通大学，交通运输与物流学院，副教授；

2021年8月-2023年8月，纽约大学(New York University)，坦登工程学院(Tandon School of Engineering), 博士后副研究员(Postdoctoral Associate)。

https://c2smart.engineering.nyu.edu/chuan-xu/

2027级（2027年9月入学）招生计划和要求：5名硕士研究生，1名博士研究生

（1）安全工程、交通工程、数学、物理、计算机、电子、信息、自动化、计量经济学等专业；

（2）对数学、数据科学、大数据、人工智能、互联网技术等自然科学和新一代科技有强烈的兴趣；

（3）有良好的写作和阅读习惯，基础阅读量大，能进行英文阅读，能熟悉进行检索阅读，能进行生产性阅读；

（4）学习能力强，具备快速学习能力，具备跨学科学习能力，立志成为终身学习者；

（5）身心健康、心怀希望、专注力强，乐于交流，能融入团队。

  同时也欢迎有志于出国深造和读博的同学报考。

请有报考意愿的同学发个人材料到：xuchuan@swjtu.edu.cn

个人材料包括：正式简历（1-2页）、成绩单，获奖证书，其他材料（自选）

欢迎关注DSTS LAB（数据科学与交通安全实验室）公众号

🎓毕业生去向

近 5 届（2019–2023 级）共 15 名硕士毕业生中，7 人进入国企/央企，5 人进入科技企业，1 人进入政府部门，1 人任教于高等院校，1 人继续攻读博士学位。

代表性科研项目：

未来交通信息环境下基于语音情绪识别技术框架的典型异常驾驶状态识别. 四川省自然科学基金面上项目（24NSFSC2298），四川省科学技术厅，2024-01 至 2025-12，20 万元，已结题

驾驶模拟轨迹重现与人机交互技术. 科技横向项目（R113623H01083），海南笙岚科技有限公司，2023-11 至 2024-11，11.8 万元，已结题

基于人工智能的公路病害识别及道路智能设计关键技术研究应用. 科技横向项目（R113623H01045），中科路恒工程设计有限公司，2023-06 至 2024-05，20 万元，已结题

高速公路自动驾驶货运车队临近区域的人工驾驶安全影响研究. 四川省科技厅应用基础研究项目（2021YJ0042），四川省科学技术厅，2021-04 至 2023-03，15 万元，已结题

云南山区高速公路实时交通事故风险建模评估技术研究. 科技横向项目（R113621H01015），云南省交通规划设计研究院有限公司，2021-03 至 2022-03，6 万元，已结题

交通仿真与路网韧性评估专题研究. 科技横向项目，2026-02 至今，170.16 万元，在研

大规模人员通勤运输关键技术与仿真研究. 科技横向项目，2025-09 至今，229.86 万元，在研

Utilizing Cooperative Automated Transportation (CAT) Data to Enhance Freeway Operational Strategies. 美国国家合作公路研究项目 NCHRP 08-145，The National Academies of Sciences, Engineering, and Medicine，2021-07 至 2023-07，318 万元，已结题

代表性成果：

一、期刊论文（按发表时间倒序）

[1] 胥川，李博，胡家琳等. 基于思维链微调的交通事故判责语言模型研究[J]. 中国安全科学学报，2026（已录用，待发表）

[2] 胥川，胡家琳，李雪聪，李博，丁红亮．基于事故数据的自动驾驶汽车过错场景提取与建模研究[J/OL]．中国公路学报．

[3] S He, M Du, B Li, S Tao, S Chen, Y Shi, Y Jiang, L Yuan, C Xu, O Zheng, et al. Chat-WanJuan: A Fine-Tuned Compact Language Model for Multiple-Choice Question Generation in Medical Education. 2026

[4] 胥川, 胡家琳, 宫丽婷, 江欣国. 考虑交通安全的车载导航技术研究进展[J]. 交通信息与安全, 2025, 43(6): 1-10. DOI: 10.3963/j.jssn.1674-4861.2025.06.001

[5] M Han, S Xu, W Bai, X Wang, C Xu, E Jiang, H Chen, N Zhang, X Jiang. Identifying Critical Safety Links under Different Scenarios in Urban Roadway Network. Journal of Safety Science and Resilience, 2025, 100275

[6] J He, L Gong, C Xu, P Wang, Y Zhang, O Zheng, G Su, Y Yang, J Hu, Y Sun. HighRPD: A high-altitude drone dataset of road pavement distress. Data in Brief, 2025, 59, 111377

[7] J Gao, D Yang, C Xu, K Ozbay, S Sharma. Assessing the impact of fixed speed cameras on speeding behavior and crashes: A longitudinal study in New York City. Transportation Research Interdisciplinary Perspectives, 2025, 30, 101373

[8] C Xu, J Gao, F Zuo, K Ozbay. Estimating urban traffic safety and analyzing spatial patterns through the integration of city-wide near-miss data: A New York City case study. Applied Sciences, 2024, 14(14), 6378

[9] X Wang, C Xu, X Zhao, H Li, X Jiang. Stability and safety analysis of connected and automated vehicle platoon considering dynamic communication topology. IEEE Transactions on Intelligent Transportation Systems, 2024, 25(10), 13442-13452

[10] X Wang, X Jiang, H Li, X Zhao, Z Hu, C Xu. Traffic safety assessment with integrated communication system of connected and automated vehicles at signalized intersections. Transportation Research Record, 2024, 2678(6), 956-971

[11] MS Labbo, L Qu, C Xu, W Bai, EA Atumo, X Jiang. Understanding risky driving behaviors among young novice drivers in Nigeria: A latent class analysis coupled with association rule mining approach. Accident Analysis & Prevention, 2024, 200, 107557

[12] Q Yu, Y Zhou, C Xu, EA Atumo, X Jiang. Temporal instability assessment of motorcyclist-injury severities using categorical principal component analysis and random parameter approach with heterogeneity in means. Journal of Transportation Safety & Security, 2024, 16(4), 347-374

[13] C Xu, K Ozbay, H Liu, K Xie, D Yang. Exploring the impact of truck traffic on road segment-based severe crash proportion using extensive weigh-in-motion data. Safety Science, 2023, 166, 106261

[14] B Bartin, K Ozbay, C Xu. Safety performance functions for Two-Lane urban arterial segments. Safety Science, 2023, 167, 106284

[15] H Huang, O Zheng, D Wang, J Yin, Z Wang, S Ding, H Yin, C Xu, R Yang, et al. ChatGPT for shaping the future of dentistry: the potential of multi-modal large language model. International Journal of Oral Science, 2023, 15(1), 29

[16] C Xu. Non-intrusive drowsiness level identification based on Hidden Markov Model. Journal of Highway and Transportation Research and Development, 2022, 39(5), 112-121

[17] K Xie, K Ozbay, D Yang, C Xu, H Yang. Modeling bicycle crash costs using big data: A grid-cell-based Tobit model with random parameters. Journal of Transport Geography, 2021, 91, 102953

[18] W Xiao, C Xu, H Liu, X Liu. A Hybrid LSTM-Based Ensemble Learning Approach for China Coastal Bulk Coal Freight Index Prediction. Journal of Advanced Transportation, 2021, 2021(1), 5573650

[19] X Zhang, X Wang, X Yang, C Xu, X Zhu, J Wei. Driver drowsiness detection using mixed-effect ordered logit model considering time cumulative effect. Analytic Methods in Accident Research, 2020, 26, 100114

[20] W Xiao, C Xu, H Liu, H Yang, X Liu. Short-term truckload spot rates' prediction in consideration of temporal and between-route correlations. IEEE Access, 2020, 8, 81173-81189

[21] C Xu, X Wang, H Yang, K Xie, X Chen. Exploring the impacts of speed variances on safety performance of urban elevated expressways using GPS data. Accident Analysis & Prevention, 2019, 123, 29-38

[22] B Bartin, K Ozbay, C Xu. Extracting horizontal curvature data from GIS maps: Clustering method. Transportation Research Record, 2019, 2673(11), 264-275

[23] C Xu, Q Guo, X Wang. Driver Behavior Response to Drowsiness Alarming at Different Levels. Journal of Southwest Jiaotong University, 2019, 54(1), 189-195

[24] Y Gao, X Kan, C Xu, Z Cui. Research on Vehicle Driving Pattern in Expressway Service Section based on "Long-distance Bus and Truck" Data. Journal of Fuzhou University (Natural Science Edition), 2017

[25] X Wang, C Xu. Driver drowsiness detection based on non-intrusive metrics considering individual specifics. Accident Analysis & Prevention, 2016, 95, 350-357

二、会议论文与研究报告（按时间倒序）

[26] Chuan Xu; Di Sha; Yu Tang; Fan Zuo; Jingqin Gao; Kaan Ozbay. Improving Safety Calibration in Stochastic Traffic Simulation Models for Freeways by Integration of Crash Data. TRB 103rd Annual Meeting, Washington, DC, 2024-01-07 至 2024-01-11

[27] Chuan Xu; Jingqin Gao; Fan Zuo; Kaan Ozbay. Enhancing Urban Traffic Safety Estimations and Spatial Pattern Analysis Using Extensive Near-Miss Data: A New York City Case Study. TRB 103rd Annual Meeting, Washington, DC, 2024-01-07 至 2024-01-11

[28] M Vasudevan, J O'Hara, M Samach, C Silverstein, SK Asare, H Townsend, et al. Using Cooperative Automated Transportation Data for Freeway Operational Strategies. Transportation Research Board, 2024

[29] Zhili Wei; Chuan Xu; Kaan Ozbay; Yufeng Yang; Hong Yang; Fan Zuo; Di Yang; Chuanyun Fu. Investigating Safety of Evasion Maneuver Choices by Human-Driven Vehicles in Response to High-Density Truck Platoons Near Freeway Diverging Areas. 2023 IEEE Intelligent Transportation Systems Conference (ITSC), Bilbao, 2023-09-24 至 2023-09-28

[30] Chuan Xu; Pin Wang; Kaan Ozbay; Xu Huang; Di Yang; Peng Zeng. Investigating Vehicle Yielding Behavior to Heterogeneous Crosswalk Users Based on Near Birdeye View Camera Data. TRB 102nd Annual Meeting, Washington, DC, 2023-01-08 至 2023-01-12

[31] J Gao, K Ozbay, C Xu, D Zhang, F Zuo, L Yang, O Hammami. Exploring Cost-effective Computer Vision Solutions for Smart Transportation Systems. 2023

[32] Bekir Bartin; Kaan Ozbay; Chuan Xu. Safety Performance Functions for Two-Lane Urban Arterial Segments. Road Safety and Simulation 2022, Athens, 2022-06-08 至 2022-06-10

[33] H Liu, C Xu, Q Chen, Z Guo. The impact of aggregated census tract-based attributes on the zone-level mode choice difference between ridesourcing and taxi services: a case study in New York City. CICTP 2022, 2991-3001

[34] B Bartin, A Bhattacharyya, K Ozbay, C Xu, H Nassif. Calibration and Development of Safety Performance Functions for Rural Two-Lane Two Way Roadways: A New Jersey Case Study. Transportation Research Board 100th Annual Meeting, 2021

[35] W Xiao, C Xu, H Liu, X Liu. Volatility transmission in Chinese trucking markets: An application using BEKK, CCC and DCC-MGARCH models. 2020 IEEE International Conference on Artificial Intelligence and Computer Applications (ICAICE), 2020

[36] C Fu, Y Zhou, C Xu, H Cui. Spatial Analysis of Taxi Speeding Event Using GPS Trajectory Data. 2019 IEEE Intelligent Transportation Systems Conference (ITSC), 122-127

[37] C Xu, J Gao, F Zuo, K Ozbay, H Yang, H Cui. Understanding Spatial-temporal Impacts on Mode Preference Between Taxi and Ridesourcing Service. Transportation Research Board 98th Annual Meeting, 2019

[38] K Ozbay, H Nassif, B Bartin, C Xu, A Bhattacharyya. Calibration/development of safety performance functions for New Jersey. 2019

[39] K Xie, K Ozbay, D Yang, C Xu, H Yang. Modeling Bicycle Crash Costs Using a Grid-Cell-Based Random Parameters Tobit Model. Transportation Research Board 98th Annual Meeting, 2017

[40] C Xu, X Wang, X Chen. Modeling fatigue level by driver's lane-keeping indicators. ICTE 2013: Safety, Speediness, Intelligence, Low-Carbon, Innovation, 2282-2288

[41] C Xu, X Wang, X Chen. Urban Expressway Speed Spatial Inconsistency and Its Effect on Safety. Transportation Research Board 91st Annual Meeting, 2012

三、专利及软件著作权

[42] 胥川、李永志等. 一种用于铁路扣件健康状态预测与风险扩散分析的方法. 申请号 202511401267.6，2025-09-28，已授权

[43] 胥川，李博等. 一种基于大语言模型的交通事故辅助判责方法. 申请号 202510057190.9，2025-01-14，已授权

[44] 胥川、杨玉凤. 一种与自动驾驶货运车队混行场景的匝道驾驶辅助方法. 申请号 202410409643.5，2024-04-07，已授权

[45] 胥川、李博等. 一种驾驶经验预提醒导航文本生成系统及方法. 申请号 202410336733.6，2024-03-22，已授权

[46] 胥川、周文涛等. 一种减少博弈时间的城市快速路交织区管控及评估方法. 申请号 202410313815.9，2024-03-19，已授权

[47] 胥川、谭涵文等. 一种基于航拍视频轨迹提取的城市快速路交织区划分方法. 申请号 202410313814.4，2024-03-19，已授权

[48] 胥川、张诗琴等. 基于航拍视频多维特征的弱势道路使用者轨迹重建方法. 申请号 202410314246.X，2024-03-19，已授权

[49] 胥川、王品等. 一种基于多无人机图像的道路车辆轨迹提取方法. 申请号 202410262131.0，2024-03-07，已授权

[50] 胥川、宫丽婷等. 一种弱势道路使用者事故风险评估方法. 申请号 202410262127.4，2024-03-07，已授权

[51] 胥川、胡家琳等. 一种基于病害掩码图像的路面病害特征提取方法. 申请号 202410229349.6，2024-02-29，已授权

[52] 胥川，张颐勇等. 一种基于无人机的道路路面异常检测方法及路面巡检系统. 申请号 202410184663.7，2024-02-19，已授权

[53] J Gao, F Zuo, K Ozbay, C Xu, L Yang, D Zhang. System and Method for Work Zone Management. US Patent App. 18/804,316，2025-02-20

[54] 公路路面病害人工智能检测系统软件. 登记号 2024SR1993713. 软著.

[55] 列车司机手部动作识别软件. 登记号 2024SR2043526. 软著.

[56] 手指屏幕位置识别软件. 登记号 2024SR2043298. 软著.