About
Dr. Zeng is now an associate professor in the Department of Traffic and Transportation Engineering, South China University of Technology. His main research interests include traffic safety, roadway network design, and public transit. He has published about 70 peer-reviewed papers in journals, such as AAP, AMAR, JSR, JTG.In recent years, he have recieved fundings from National Natural Science Foundation of China, Natural Science Foundation of Guangdong Province, and others.
Education
§ 22018.10 –date Assistant/Associate Professor, School of Civil Engineering & Transportation, South China University of Technology, China. § 22018.07 –2019.07 Research Assistant, Department of Electronic Engineering, The Hong Kong Polytechnic University, China. § 22016.06 –2018.10 Post-doctor/Assistant Professor, School of Civil Engineering & Transportation South China University of Technology, China.
Research
Crash prediction modeling, Proactive safety management and control, Roadway network design, Public transit organization
Thesis
- Zeng, Qiang;Li, Zikang;Wong, Qianfang;Wong, S. C.;Xu, Pengpeng,Examining the injury severity of public bus-taxi crashes: a random parameters logistic model with heterogeneity in means approach,International Journal of Injury Control and Safety Promotion,2025
- Wang, Qianfang;Xu, Pengpeng;Zhang, Keke;Zeng, Qiang,Addressing spatial and temporal heterogeneity in pedestrian crash severity: a partially constrained spatiotemporal logistic regression approach,Transportmetrica A: Transport Science,2025
- Zeng, Qiang;Xu, Ziyi;Liang, Yitao;Lee, Jaeyoung;Wang, Xiaofei,Incorporating spatio-temporal correlation and interaction into a generalized ordered logit model for examining injury severities of traffic accidents,Journal of Transportation Safety & Security,2024
- Zeng, Qiang;Wang, Fangzhou;Wang, Qianfang;Pei, Xin;Yuan, Quan,Bayesian multivariate spatial modeling for crash frequencies by injury severity at daytime and nighttime in traffic analysis zones,Transportation Letters,2023
- Zeng, Qiang;Wang, Fangzhou;Chen, Tiantian;Sze, N. N.,Incorporating real-time weather conditions into analyzing clearance time of freeway accidents: A grouped random parameters hazard-based duration model with time-varying covariates,Analytic Methods in Accident Research,2023
- Wang, Xiaofei;Li, Siyu;Li, Xinwei;Wang, Yinhai;Zeng, Qiang,Effects of geometric attributes of horizontal and sag vertical curve combinations on freeway crash frequency,Accident Analysis and Prevention,2023
- Zeng, Qiang;Wang, Qianfang;Zhang, Keke;Wong, S. C.;Xu, Pengpeng,Analysis of the injury severity of motor vehicle-pedestrian crashes at urban intersections using spatiotemporal logistic regression models,Accident Analysis and Prevention,2023
- Zeng, Qiang;Wang, Xuesong;Wen, Huiying;Yuan, Quan,An empirical investigation of the factors contributing to local-vehicle and non-local-vehicle crashes on freeway,Journal of Transportation Safety & Security,2022
- Zeng, Qiang;Wang, Qianfang;Wang, Xiaofei,An empirical analysis of factors contributing to roadway infrastructure damage from expressway accidents: A Bayesian random parameters Tobit approach,Accident Analysis and Prevention,2022
- Zeng, Qiang;Wang, Qianfang;Wang, Fangzhou;Sze, N. N.,Revisiting spatial correlation in crash injury severity: a Bayesian generalized ordered probit model with Leroux conditional autoregressive prior,Transportmetrica A: Transport Science,2022
- Zeng, Qiang;Xu, Pengpeng;Wang, Xuesong;Wen, Huiying;Hao, Wei,Applying a Bayesian multivariate spatio-temporal interaction model based approach to rank sites with promise using severity-weighted decision parameters,Accident Analysis and Prevention,2021
- Zeng, Qiang;Wen, Huiying;Huang, Helai;Wang, Jie;Lee, Jinwoo,Analysis of crash frequency using a Bayesian underreporting count model with spatial correlation,Physica A: Statistical Mechanics and Its Applications,2020
- Zeng, Qiang;Wang, Xue-Song;Zhang, Xuan;Wen, Hui-Ying,Seasonal Analysis of Contributing Factors to Freeway Crash Frequency Using a Spatio-temporal Interaction Model,China Journal of Highway and Transport,2020
- Zeng, Qiang;Wen, Huiying;Wong, S. C.;Huang, Helai;Guo, Qiang;Pei, Xin,Spatial joint analysis for zonal daytime and nighttime crash frequencies using a Bayesian bivariate conditional autoregressive model,Journal of Transportation Safety & Security,2020
- Zeng, Qiang;Gu, Weihua;Zhang, Xuan;Wen, Huiying;Lee, Jinwoo;Hao, Wei,Analyzing freeway crash severity using a Bayesian spatial generalized ordered logit model with conditional autoregressive priors,Accident Analysis and Prevention,2019
- Zeng, Qiang;Guo, Qiang;Wong, S C;Wen, Huiying;Huang, Heilai;Pei, Xin,Jointly modeling area-level crash rates by severity: a Bayesian multivariate random-parameters spatio-temporal Tobit regression,Transportmetrica A-Transport Science,2019
- Wen, Huiying;Zhang, Xuan;Zeng, Qiang;Sze, N. N.,Bayesian spatial-temporal model for the main and interaction effects of roadway and weather characteristics on freeway crash incidence,Accident Analysis and Prevention,2019
- Zeng, Qiang;Wen, Huiying;Huang, Helai;Pei, Xin;Wong, S. C.,Incorporating temporal correlation into a multivariate random parameters Tobit model for modeling crash rate by injury severity,Transportmetrica A: Transport Science,2018
- Zeng, Qiang;Wen, Huiying;Huang, Helai;Pei, Xin;Wong, S. C.,A multivariate random-parameters Tobit model for analyzing highway crash rates by injury severity,Accident Analysis and Prevention,2017
- Zeng, Qiang;Wen, Huiying;Huang, Helai;Abdel-Aty, Mohamed,A Bayesian spatial random parameters Tobit model for analyzing crash rates on roadway segments,Accident Analysis and Prevention,2017
- Zeng, Qiang;Huang, Helai;Pei, Xin;Wong, S C,Modeling nonlinear relationship between crash frequency by severity and contributing factors by neural networks,Analytic Methods in Accident Research,2016
- Zeng, Qiang;Huang, Helai;Pei, Xin;Wong, S C;Gao, Mingyun,Rule extraction from an optimized neural network for traffic crash frequency modeling,Accident Analysis and Prevention,2016
- Huang, Helai;Song, Bo;Xu, Pengpeng;Zeng, Qiang*;Lee, Jaeyoung;Abdel Aty, Mohamed,Macro and micro models for zonal crash prediction with application in hot zones identification,Journal of Transport Geography,2016
- Zeng, Qiang;Wen, Huiying;Huang, Helai,The interactive effect on injury severity of driver-vehicle units in two-vehicle crashes,Journal of Safety Research,2016
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