近五年，以第一作者身份在Safety Science、Accident Analysis & Prevention、IEEE Transactions on Intelligent Vehicles、Physica A: Statistical Mechanics and its Applications及Transportation Letters等国际期刊发表SCI论文30余篇，获授权发明专利4项，多次受邀参加美国交通运输研究委员会（TRB）年会。
作为主要参与人，参与国家自然科学基金面上项目2项，曾主持江苏省研究生科研与实践创新计划项目。目前主持或获批江苏高校自然科学研究面上项目（2025.09—2028.09）、江苏省自然科学基金青年项目（2026.11—2029.11）及南京林业大学F类人才引进项目（2024.09—2028.09）等。
近5年部分代表作如下：
[1]Renteng Yuan, Yi Zhao*, Said M. Easa. Chenzhu Wang.Behavioral willingness or intention? Explaining red-light running among food delivery riders in China, Safety Science,2026年,SCI/SSCI.
[2] Renteng Yuan, Jialin Bai, Yuntong Zhou*,XinGu, Yi Zhao. Are Electric Bike Riders Deterred from Running Red Lights? Evidence from an Extended Theory of Planned Behavior Model, Safety Science,2026年,SCI/SSCI.
[3]Yi Zhao,Yi Yang, Renteng Yuan*(唯一通讯), Tianhua Zhou. Unraveling the spatial heterogeneity of urban traffic crashes: A GeoXGBoost and point-mapping SHAP framework. Traffic Injury Prevention,2026年,SCI/SSCI.
[4]Yi Zhao,Yi Yang, Renteng Yuan*(唯一通讯). Are Drivers with a History of drunk driving More Dangerous? Insights From Quasi-Induced Exposure and Random Parameter Models. Transportation Research Board,2026年,SCI/SSCI.
[5] Renteng Yuan, Mohamed Abdel-Aty, Yi Zhao*, Qiaojun Xiang. Studying merge behaviour in weaving segments: insights from traffic conflict prediction and risk factors analysis, Transportmetrica A: Transport Science,2025年,SCI/SSCI.
[6]Renteng Yuan, Mahmoud Abdel-Aty, Qiaojun Xiang*. A Study on Diversion Behavior in Weaving Segments: Individualized Traffic Conflict Prediction and Causal Mechanism Analysis, Accident Analysis and Prevention,2024年,SCI/SSCI.
[7]Renteng Yuan, Mahmoud Abdel-Aty, Qiaojun Xiang*, Wang Zijin., & Gu Xin. A Temporal Multi-Gate Mixture-of-Experts Approach for Vehicle Trajectory and Driving Intention Prediction, IEEE Transactions on Intelligent Vehicles, 2023年, SCI/SSCI.
[8]Renteng Yuan, Mahmoud Abdel-Aty, Gu Xin, OuZheng, Qiaojun Xiang*. A Unified Modeling Framework for Lane Change Intention Recognition and Vehicle Status Prediction, Physica A: Statistical Mechanics and its Applications,2023年,SCI/SSCI.
[9]Renteng Yuan, Shengxuan Ding, Zhiheng Fang, Qiaojun Xiang*. Investigating the spatial heterogeneity of factors influencing speeding-related crash severities using correlated random parameter order models with heterogeneity-in-means, Transportation Letters The International Journal of Transportation Research,2023年,SCI/SSCI.
[10]Renteng Yuan, Xin Gu, Zhipeng Peng, Qiaojun Xiang*.Exploring differences in injury severity between occupant groups involved in fatal rear-end crashes: A correlated random parameter logit model with mean heterogeneity, Transportation Letters The International Journal of Transportation Research,2023年,SCI/SSCI.
已授权发明专利：
[1]一种高速公路追尾事故风险实时预测方法，专利号：ZL202110245304.4，已授权，苑仁腾、项乔君、甘婧、王明远
[2]一种不平衡交通事故数据合成采用方法，专利号：ZL20211 0966831.4，已授权，苑仁腾、项乔君、甘婧、王明远
[3]一种基于贝叶斯理论的实时车辆轨迹换道点监测方法，专利号：ZL202211428816.5，苑仁腾、项乔君、方志恒、任小菡
