顾欣｜北京工业大学｜学者主页

2026

基于纹理特征水泥混凝土道面的抗滑性能衰减

张宇辉，郭浩天，董倩，顾欣

《建筑材料学报》

2026

CMT-GAT: a contrastive learning framework for predicting lane change manoeuvres of surrounding vehicles in weaving areas under missing data conditions

Yinjia Guo, Xin Gu, Ang Li, Hanqiang Qian, Yanyan Chen, Tao Feng, Yongnan Zhang

Transportmetrica A Transport Science

DOI

2026

Why do e-bike riders engage in risky emergency conflict-avoidance manoeuvres? Evidence from China on decision mechanisms and crash history

Yuntong Zhou, Xin Gu, Renteng Yuan, Yanyan Chen

Safety Science

DOI

2026

Understanding e-bike braking as a multi-stage behavioral process: insights from multi-view clustering approach and a partially constrained analysis of delivery versus non-delivery riders

Yi Zhou, Xin Gu, Mohamed A. Abdel-Aty, Yuehua Chen

Safety Science

DOI

2025

Joint Analysis of E-Bike Crash Types and Injury Severity at Different Locations Using a Copula-Based Approach

Yuntong Zhou, Mohamed A. Abdel-Aty, Xin Gu, Yanyan Chen

Transportation Research Record Journal of the Transportation Research Board

DOI

2025

Understanding risky lane-changing decisions in expressway weaving areas: a hybrid causal inference and hierarchical drift-diffusion model

Yinjia Guo, Xin Gu, N.N. Sze, Tao Feng, Yongxing Li, Yanyan Chen

Transportmetrica A Transport Science

DOI

2025

Analysis of risk factors for DUI and DWI crashes considering the built environment

Wenhui Qin, Shaohua Wang, Xin Gu, Hubin Yan, Zhen He, Jiafeng Zhang

International Journal of Injury Control and Safety Promotion

DOI

2025

Determinants influencing risks in e-bike cyclists under mix traffic condition: a partially constrained random parameters approach using experimental study data

Zhou Yuntong, Xin Gu, Mohamed A. Abdel-Aty, Yanyan Chen

Accident Analysis & Prevention

DOI

2024

Spatiotemporal Multivehicle Interaction Graph Modeling for Proactive Lane-Changing Risk Level Prediction in a Connected Environment

Yanyan Chen, Kaiming Lu, Yunchao Zhang, Yongxing Li, Xin Gu

Journal of Transportation Engineering Part A Systems

DOI

2024

Lane Change Behavior Patterns and Risk Analysis in Expressway Weaving Areas: Unsupervised Data-Mining Method

Yinjia Guo, Xin Gu, Yanyan Chen, Jifu Guo, Huaiyu Wan, Yuntong Zhou

Journal of Transportation Engineering Part A Systems

DOI

2024

Investigating the spatial heterogeneity of drunk-driving events in Beijing based on a hybrid method with LISA and GeoDetector

Zhiyuan Sun, Keqi Cui, Jianyu Wang, Xin Gu, Yuxuan Xing, Huapu Lu, Yanyan Chen

International Journal of Crashworthiness

DOI

2024

Incorporating risky driving behaviour in the injury severity analysis of at-fault and not-at-fault novice driver involved crashes: a correlated random parameters logit model with heterogeneity in means

Zhiyuan Sun, Zhi-ming Xie, Duo Wang, Zehao Wang, Jianyu Wang, Xin Gu, Huapu Lu, Yanyan Chen

International Journal of Crashworthiness

DOI

2024

Dynamic traffic graph based risk assessment of multivehicle lane change interaction scenarios

Yinjia Guo, Yanyan Chen, Xin Gu, Jifu Guo, Shuyan Zheng, Yuntong Zhou

Physica A Statistical Mechanics and its Applications

DOI

2024

Understanding key contributing factors on the severity of traffic violations by elderly drivers: a hybrid approach of latent class analysis and XGBoost based SHAP

Zhiyuan Sun, Zhicheng Wang, Xin Qi, Duo Wang, Xin Gu, Jianyu Wang, Huapu Lu, Yanyan Chen

International Journal of Injury Control and Safety Promotion

DOI

2024

How do drunk-driving events escalate into drunk-driving crashes? An empirical analysis of Beijing from a spatiotemporal perspective

Zhiyuan Sun, Keqi Cui, Xin Qi, Jianyu Wang, Lu Han, Xin Gu, Huapu Lu

International Journal of Injury Control and Safety Promotion

DOI

2024

A comparative analysis of factors affecting injury severity in speeding-related crashes on rural and urban roads

Zhipeng Peng, Renteng Yuan, Yang Qin, Yonggang Wang, Xin Gu

International Journal of Crashworthiness

DOI

2023

考虑快速路交织区驾驶人强行变道行为的交通冲突机理分析

李佳硕，郑展骥，顾欣，项乔君，陈钢

《交通信息与安全》

2023

A Temporal Multi-Gate Mixture-of-Experts Approach for Vehicle Trajectory and Driving Intention Prediction

Renteng Yuan, Mohamed A. Abdel-Aty, Qiaojun Xiang, Zijin Wang, Xin Gu

IEEE Transactions on Intelligent Vehicles

DOI

2023

A unified modeling framework for lane change intention recognition and vehicle status prediction

Renteng Yuan, Mohamed A. Abdel-Aty, Xin Gu, Ou Zheng, Qiaojun Xiang

Physica A Statistical Mechanics and its Applications

DOI

2023

Investigating the difference in factors influencing the injury severity between daytime and nighttime speeding-related crashes

Renteng Yuan, Qiaojun Xiang, Yan Huang, Xin Gu

Canadian Journal of Civil Engineering

DOI

2023

A Spatial-Temporal Kernel Density Estimate Method for Traffic Violation Hotspot Identification

Yunxuan Li, Shuo Wei, Xin Gu, Meng Li, Yanyan Chen

DOI

2023

In-Depth Safety Analysis for Right-Turn Vehicle-Pedestrian Interaction Based on Checkpoint Video

Yuntong Zhou, Yanyan Chen, Xin Gu, Yin-Jia Guo, Bingxin Cao

DOI

2023

Analysis of Behavioral Patterns of Lane Change in Weaving Areas

Yinjia Guo, Yanyan Chen, Yuntong Zhou, Xin Gu, Yun Xuan Li, Jifu Guo, Bingxin Cao

DOI

2023

Traffic Conflict Analysis at Freeway Interchange Merging Areas: A Joint Model Based on Tobit and Survival Analysis Model

Xin Gu, Yi Yang, Yunxuan Li, Zhengbing He, Yanyan Chen

DOI

2023

A hybrid clustering and random forest model to analyse vulnerable road user to motor vehicle (VRU-MV) crashes

Zhiyuan Sun, Duo Wang, Xin Gu, Yuxuan Xing, Jianyu Wang, Huapu Lu, Yanyan Chen

International Journal of Injury Control and Safety Promotion

DOI

2023

Analysis of Studies on Traffic Crashes Involving the Elderly:

Xin Gu, Xin Lu, Xi Jin, Yinjia Guo, Yuntong Zhou, Yanyan Chen

International Review for Spatial Planning and Sustainable Development

DOI

2022

基于多任务迁移学习的交通警情信息自动处理方法

李昀轩，李萌，陆建，顾欣，郭娅明

《中国公路学报》

2022

An improved risk estimation model of lane change using naturalistic vehicle trajectories

Qingwen Xue, Ke Wang, Jian Lu, Yingying Xing, Xin Gu, Meng Zhang

Journal of Transportation Safety & Security

DOI

2022

In-depth Analysis of Traffic Conflicts at Interchange Merging Areas Based on Bayesian Network and Conflict chain

Xin Gu, Yinjia Guo, Yuntong Zhou, Yunxuan Li, Yanyan Chen

IEEE International Conference on Intelligent Transportation Systems (ITSC)

DOI

2022

Analysis of factors affecting occupant injury severity in rear-end crashes by different struck vehicle groups: A random thresholds random parameters hierarchical ordered probit model

Renteng Yuan, Xin Gu, Zhipeng Peng, Qiaojun Xiang

Journal of Transportation Safety & Security

DOI

2022

Influence factors on injury severity of bicycle-motor vehicle crashes: A two-stage comparative analysis of urban and suburban areas in Beijing

Zhiyuan Sun, Yuxuan Xing, Xin Gu, Yanyan Chen

Traffic Injury Prevention

DOI

2021

Investigating the Effect of School Bus Stopping Process on Driver Behavior of Surrounding Vehicles Based on a Driving Simulator Experiment

Yanyan Chen, Yinjia Guo, Xin Gu, Yuntong Zhou, Yao Tong, Bingxin Cao

International Journal of Environmental Research and Public Health

DOI

2021

Exploring injury severity of bicycle-motor vehicle crashes: A two-stage approach integrating latent class analysis and random parameter logit model

Zhiyuan Sun, Yuxuan Xing, Jianyu Wang, Xin Gu, Huapu Lu, Yanyan Chen

Journal of Transportation Safety & Security

DOI

2020

The Influence of Individual Differences on Diverging Behavior at the Weaving Sections of an Urban Expressway

Zhanji Zheng, Qiaojun Xiang, Xin Gu, Yongfeng Ma, Kangkang Zheng

International Journal of Environmental Research and Public Health

DOI

2020

Identification of contributing factors for interchange crashes based on a quasi-induced exposure method

Xin Gu, Mohamed A. Abdel-Aty, Jaeyoung Jay Lee, Qiaojun Xiang, Yongfeng Ma

Journal of Transportation Safety & Security

DOI

精选作品

期刊论文

基于纹理特征水泥混凝土道面的抗滑性能衰减

CMT-GAT: a contrastive learning framework for predicting lane change manoeuvres of surrounding vehicles in weaving areas under missing data conditions

Why do e-bike riders engage in risky emergency conflict-avoidance manoeuvres? Evidence from China on decision mechanisms and crash history

Understanding e-bike braking as a multi-stage behavioral process: insights from multi-view clustering approach and a partially constrained analysis of delivery versus non-delivery riders

Joint Analysis of E-Bike Crash Types and Injury Severity at Different Locations Using a Copula-Based Approach

Understanding risky lane-changing decisions in expressway weaving areas: a hybrid causal inference and hierarchical drift-diffusion model

Analysis of risk factors for DUI and DWI crashes considering the built environment

Determinants influencing risks in e-bike cyclists under mix traffic condition: a partially constrained random parameters approach using experimental study data

Spatiotemporal Multivehicle Interaction Graph Modeling for Proactive Lane-Changing Risk Level Prediction in a Connected Environment

Lane Change Behavior Patterns and Risk Analysis in Expressway Weaving Areas: Unsupervised Data-Mining Method

Investigating the spatial heterogeneity of drunk-driving events in Beijing based on a hybrid method with LISA and GeoDetector

Incorporating risky driving behaviour in the injury severity analysis of at-fault and not-at-fault novice driver involved crashes: a correlated random parameters logit model with heterogeneity in means

Dynamic traffic graph based risk assessment of multivehicle lane change interaction scenarios

Understanding key contributing factors on the severity of traffic violations by elderly drivers: a hybrid approach of latent class analysis and XGBoost based SHAP

How do drunk-driving events escalate into drunk-driving crashes? An empirical analysis of Beijing from a spatiotemporal perspective

A comparative analysis of factors affecting injury severity in speeding-related crashes on rural and urban roads

考虑快速路交织区驾驶人强行变道行为的交通冲突机理分析

A Temporal Multi-Gate Mixture-of-Experts Approach for Vehicle Trajectory and Driving Intention Prediction

A unified modeling framework for lane change intention recognition and vehicle status prediction

Investigating the difference in factors influencing the injury severity between daytime and nighttime speeding-related crashes

A Spatial-Temporal Kernel Density Estimate Method for Traffic Violation Hotspot Identification

In-Depth Safety Analysis for Right-Turn Vehicle-Pedestrian Interaction Based on Checkpoint Video

Analysis of Behavioral Patterns of Lane Change in Weaving Areas

Traffic Conflict Analysis at Freeway Interchange Merging Areas: A Joint Model Based on Tobit and Survival Analysis Model

A hybrid clustering and random forest model to analyse vulnerable road user to motor vehicle (VRU-MV) crashes

Analysis of Studies on Traffic Crashes Involving the Elderly:

基于多任务迁移学习的交通警情信息自动处理方法

An improved risk estimation model of lane change using naturalistic vehicle trajectories

In-depth Analysis of Traffic Conflicts at Interchange Merging Areas Based on Bayesian Network and Conflict chain

Analysis of factors affecting occupant injury severity in rear-end crashes by different struck vehicle groups: A random thresholds random parameters hierarchical ordered probit model

Influence factors on injury severity of bicycle-motor vehicle crashes: A two-stage comparative analysis of urban and suburban areas in Beijing

Investigating the Effect of School Bus Stopping Process on Driver Behavior of Surrounding Vehicles Based on a Driving Simulator Experiment

Exploring injury severity of bicycle-motor vehicle crashes: A two-stage approach integrating latent class analysis and random parameter logit model

The Influence of Individual Differences on Diverging Behavior at the Weaving Sections of an Urban Expressway

Identification of contributing factors for interchange crashes based on a quasi-induced exposure method

会议论文

基于公众风险感知修正的低空无人机运行风险评估模型

预印本

Incorporating Contributory Fault and Risky Driving Behaviour in the Injury Severity Analysis of Two-Vehicle Crashes: A Hybrid Approach of Random Parameters Logit Modelling Framework and Apriori Algorithm

Lane Change Intention Recognition and Vehicle Status Prediction for Autonomous Vehicles

Spatiotemporal Analysis of the Severity of Drunk-Driving Event in Beijing Using Geographically and Temporally Weighted Binary Logistic Regression Model

Considering Built Environment in Modelling Severity of Drunk-Driving Events: A Sequential Approach of Latent Class Analysis and Correlated Random Parameters Logit Model with Heterogeneity in Means

Lane-Changing Risk Level Prediction Considering Dynamic Decision Process: A Deep Learning Method Based on Spatial-Temporal Series Characteristics

研究方向