教育背景与工作经历：
2013.9-2017.6 西南交通大学 学士
2017.9-2018.6 西南交通大学 硕士
2018.9-2025.6 西南交通大学 博士
2026.2-至今 郑州铁路职业技术学院 讲师
研究方向：
安全苛求复杂系统建模与分析、交通系统人因风险分析、可解释机器学习和深度学习方法在交通系统中的应用
学术论文与著作：
[1] Zhang Rui, Shuai Bin, Gao Pengfei, Zhang Yue*. Driver’s journey from historical traffic violations to future accidents: A China case based on multilayer complex network approach[J]. Accident Analysis & Prevention, 2025, 211: 107901. 【SSCI-Q1, TOP, IF: 6.2】
[2] Zhang Rui, Shuai Bin, Huang Wencheng et al. Identification and screening of key traffic violations: based on the perspective of expressing driver’s accident risk[J]. International Journal of Injury Control and Safety Promotion, 2024, 31(1): 12-29. 【SSCI-Q2, IF: 2.0】
[3] Zhang Rui, Shuai Bin, Gao Pengfei, et al. Capturing signals of road traffic safety risk: based on the spatial-temporal correlation between traffic violations and crashes[J]. Traffic Injury Prevention: 1-10. 【SCI-Q3, SSCI-Q3, IF: 1.9】
[4] 张锐,帅斌,黄文成,等.突发事故条件下道路交通流早发性失效机理研究[J].公路交通科技, 2021(008):038【CSCD】.
[5] Gao Pengfei, Shuai Bin, Zhang Rui*(唯一通讯作者), et al. STCAGNN-RNKDE: a traffic accident prediction model for spatiotemporal combinatorial attention graph neural networks using Ripley’s K and network kernel density estimation[J]. Reliability Engineering & System Safety, 2026, 265: 111593. 【SCI-Q1, TOP, IF: 11.0】
[6] Gao Pengfei, Shuai Bin, Zhang Rui*(唯一通讯作者), et al. STCM-GCN: a spatial-temproal prediction method for traffic crashes under road network constraints[J]. Transportmetrica B: Transport Dynamics, 2025, 13(1): 2434220.【SCI-Q2, IF:3.4】
[7] Zhang Yue, Shuai Bin, Li Songbai, Zhang Qinyu, Zhang Rui*(唯一通讯作者), Critical station identification framework combining layered computation with cross-layer fusion for urban public transport networks[J]. Reliability Engineering & System Safety, 2026, 274: 112470. 【SCI-Q1, TOP, IF: 11.0】
[8] Yu Yan, Jingwen Li, Chen Liu, Zhang Rui*(唯一通讯作者),Online Power Management Method for Fuel Cell/Supercapacitor Hybrid Power Tram Based on Equivalent Power Consumption[J] IEEE ransactions on Industrial Electronics, 71 (2024): 12447-12456. 【SCI-Q1, TOP, IF: 7.7】
[9] Gao Pengfei, Shuai Bin, Zhang Rui*(唯一通讯作者), et al. STCM-GCN: A Spatio-Temporal Prediction Method for Urban Road Traffic Accidents under Road Network Constraints. [C]//The 102nd Transportation Research Board Meeting (TRB). Washington, 2024
[10] 张锐,帅斌.基于驾驶人交通违法行为记录与事故严重程度关联的重点交通违法行为筛选及识别研究[C]//第六届中国系统科学大会. 上海, 2022
教学工作：
教授《高速列车构造与检查》《轨道交通人因事故案例分析》等课程
