Guohui Zhang - RankMe

45 papers Journal 39Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Markov chain Monte Carlo-driven exploration and refinement for CGAN-based synthetic image generation for rail surface defect segmentation. Expert Syst. Appl. Shanglian Zhou, Igor Lashkov, Amanda Nitta, Hanyi Yang, Cong Chen, Changjian Zhang, Shuang Sun, Yiwei Wang, Yifan Xu, Zhixia Li, Hao Xu, Yin Yang, Guohui Zhang
2025	J	`jnl`	A Cyberattack Warning System for Enhancing Connected Vehicle Safety Under Spoofing Cyberattacks: A Generative-Based Human-in-the-Loop Trajectory Prediction Approach. IEEE Trans. Intell. Transp. Syst. Yingfan Gu, Zhixia Li, Heng Wei, Guohui Zhang, Yifan Xu
2025	J	`jnl`	Addressing Corner Cases in Autonomous Driving: A World Model-based Approach with Mixture of Experts and LLMs. CoRR Haicheng Liao, Bonan Wang, Junxian Yang, Chengyue Wang, Zhengbin He, Guohui Zhang, Chengzhong Xu, Zhenning Li
2025	J	`jnl`	DEMO: A Dynamics-Enhanced Learning Model for multi-horizon trajectory prediction in autonomous vehicles. Inf. Fusion Chengyue Wang, Haicheng Liao, Kaiqun Zhu, Guohui Zhang, Zhenning Li
2025	J	`jnl`	Deep learning-based vehicle detection and tracking from roadside LiDAR data through robust affinity fusion. Expert Syst. Appl. Shanglian Zhou, Hanyi Yang, Igor Lashkov, Cong Chen, Hao Xu, Guohui Zhang, Yin Yang
2025	J	`jnl`	LATTE: A Real-time Lightweight Attention-based Traffic Accident Anticipation Engine. Inf. Fusion Jiaxun Zhang, Yanchen Guan, Chengyue Wang, Haicheng Liao, Guohui Zhang, Zhenning Li
2025	J	`jnl`	LATTE: Lightweight Attention-based Traffic Accident Anticipation Engine. CoRR Jiaxun Zhang, Yanchen Guan, Chengyue Wang, Haicheng Liao, Guohui Zhang, Zhenning Li
2025	J	`jnl`	Machine learning-based vehicle detection and tracking based on headlight extraction and GMM clustering under low illumination conditions. Expert Syst. Appl. Igor Lashkov, Runze Yuan, Guohui Zhang
2025	J	`jnl`	Optimized Long Short-Term Memory Network for LiDAR-Based Vehicle Trajectory Prediction Through Bayesian Optimization. IEEE Trans. Intell. Transp. Syst. Shanglian Zhou, Igor Lashkov, Hao Xu, Guohui Zhang, Yin Yang
2025	J	`jnl`	Toward Human-Like Trajectory Prediction for Autonomous Driving: A Behavior-Centric Approach. Transp. Sci. Haicheng Liao, Zhenning Li, Guohui Zhang, Keqiang Li, Cheng-Zhong Xu
2025	J	`jnl`	Towards Human-Like Trajectory Prediction for Autonomous Driving: A Behavior-Centric Approach. CoRR Haicheng Liao, Zhenning Li, Guohui Zhang, Keqiang Li, Chengzhong Xu
2024	J	`jnl`	Computing-efficient video analytics for nighttime traffic sensing. Comput. Aided Civ. Infrastructure Eng. Igor Lashkov, Runze Yuan, Guohui Zhang
2024	J	`jnl`	DCOR: Dynamic Channel-Wise Outlier Removal to De-Noise LiDAR Data Corrupted by Snow. IEEE Trans. Intell. Transp. Syst. Shanglian Zhou, Hao Xu, Guohui Zhang, Tianwei Ma, Yin Yang
2024	J	`jnl`	DEMO: A Dynamics-Enhanced Learning Model for Multi-Horizon Trajectory Prediction in Autonomous Vehicles. CoRR Chengyue Wang, Haicheng Liao, Kaiqun Zhu, Guohui Zhang, Zhenning Li
2024	J	`jnl`	Deep learning-based pedestrian trajectory prediction and risk assessment at signalized intersections using trajectory data captured through roadside LiDAR. J. Intell. Transp. Syst. Shanglian Zhou, Hao Xu, Guohui Zhang, Tianwei Ma, Yin Yang
2024	—	`conf`	Integrated Routing and Traffic Signal Control for CAVs via Reinforcement Learning Approach. ITSC Jiho Park, Guohui Zhang, Chieh Ross Wang, Hong Wang, Zhong-Ping Jiang
2024	J	`jnl`	Network-Wide Traffic Flow Dynamics Prediction Leveraging Macroscopic Traffic Flow Model and Deep Neural Networks. IEEE Trans. Intell. Transp. Syst. Hanyi Yang, Wanxin Yu, Guohui Zhang, Lili Du
2024	J	`jnl`	Real-time Accident Anticipation for Autonomous Driving Through Monocular Depth-Enhanced 3D Modeling. CoRR Haicheng Liao, Yongkang Li, Chengyue Wang, Songning Lai, Zhenning Li, Zilin Bian, Jaeyoung Lee, Zhiyong Cui, Guohui Zhang, Chengzhong Xu
2024	J	`jnl`	World Models for Autonomous Driving: An Initial Survey. CoRR Yanchen Guan, Haicheng Liao, Zhenning Li, Guohui Zhang, Chengzhong Xu
2023	J	`jnl`	Edge-Computing-Empowered Vehicle Tracking and Speed Estimation Against Strong Image Vibrations Using Surveillance Monocular Camera. IEEE Trans. Intell. Transp. Syst. Igor Lashkov, Runze Yuan, Guohui Zhang
2023	J	`jnl`	Edge-Computing-Facilitated Nighttime Vehicle Detection Investigations With CLAHE-Enhanced Images. IEEE Trans. Intell. Transp. Syst. Igor Lashkov, Runze Yuan, Guohui Zhang
2023	J	`jnl`	Hybrid Recurrent Neural Network Modeling for Traffic Delay Prediction at Signalized Intersections Along an Urban Arterial. IEEE Trans. Intell. Transp. Syst. Arun Bala Subramaniyan, Chieh Ross Wang, Yunli Shao, Wan Li, Hong Wang, Guohui Zhang, Tianwei Ma
2023	J	`jnl`	Optimal planning of flood-resilient electric vehicle charging stations. Comput. Aided Civ. Infrastructure Eng. Qian Zhang, Hao Yu, Guohui Zhang, Tianwei Ma
2023	—	`conf`	USDOT Tier-1 University Transportation Center for Advancing Cybersecurity Research and Education. MOST Yunpeng Jack Zhang, Kailai Wang, Lingguang Song, Amaury Lendasse, Houbing Herbert Song, Zhu Han, Rakesh M. Verma, Arlei Silva, Carlos E. Rubio-Medrano, Zhixia Richard Li, Guohui Zhang
2022	J	`jnl`	Leveraging Deep Convolutional Neural Networks Pre-Trained on Autonomous Driving Data for Vehicle Detection From Roadside LiDAR Data. IEEE Trans. Intell. Transp. Syst. Shanglian Zhou, Hao Xu, Guohui Zhang, Tianwei Ma, Yin Yang
2022	—	`conf`	Pseudonym Tracking Certificateless Aggregate Signature Scheme for Preventing Replay Attacks in a Platoon of Vehicles. IDSTA Yunpeng Zhang, Daniel Egwede, Guohui Zhang, Xuqing Wu
2021	J	`jnl`	A Deep Reinforcement Learning Approach for Traffic Signal Control Optimization. CoRR Zhenning Li, Chengzhong Xu, Guohui Zhang
2021	J	`jnl`	A computer vision algorithm for locating and recognizing traffic signal control light status and countdown time. J. Intell. Transp. Syst. Xiaofeng Chen, Yu Chen, Guohui Zhang
2021	J	`jnl`	Network-wide traffic signal control optimization using a multi-agent deep reinforcement learning. CoRR Zhenning Li, Hao Yu, Guohui Zhang, Shangjia Dong, Cheng-Zhong Xu
2021	J	`jnl`	Spatial-temporal traffic congestion identification and correlation extraction using floating car data. J. Intell. Transp. Syst. Yanyan Chen, Cong Chen, Qiong Wu, Jianming Ma, Guohui Zhang, John Milton
2020	J	`jnl`	Extracting and Predicting Taxi Hotspots in Spatiotemporal Dimensions Using Conditional Generative Adversarial Neural Networks. IEEE Trans. Veh. Technol. Hao Yu, Zhenning Li, Guohui Zhang, Pan Liu, Jun Wang
2019	J	`jnl`	Taxi-Based Mobility Demand Formulation and Prediction Using Conditional Generative Adversarial Network-Driven Learning Approaches. IEEE Trans. Intell. Transp. Syst. Hao Yu, Xiaofeng Chen, Zhenning Li, Guohui Zhang, Pan Liu, Jinfu Yang, Yin Yang
2018	J	`jnl`	A Kinect-Based Approach for 3D Pavement Surface Reconstruction and Cracking Recognition. IEEE Trans. Intell. Transp. Syst. Yuming Zhang, Cong Chen, Qiong Wu, Qi Lu, Su Zhang, Guohui Zhang, Yin Yang
2018	J	`jnl`	Driver behavior formulation in intersection dilemma zones with phone use distraction via a logit-Bayesian network hybrid approach. J. Intell. Transp. Syst. Cong Chen, Yanyan Chen, Jianming Ma, Guohui Zhang, C. Michael Walton
2018	J	`jnl`	Force-Driven Traffic Simulation for a Future Connected Autonomous Vehicle-Enabled Smart Transportation System. IEEE Trans. Intell. Transp. Syst. Yuming Zhang, Guohui Zhang, Rafael Fierro, Yin Yang
2015	—	`conf`	Connected Autonomous Vehicle Control Optimization at Intersections. ITITS (1) Guohui Zhang
2014	J	`jnl`	A Gaussian Kernel-Based Approach for Modeling Vehicle Headway Distributions. Transp. Sci. Guohui Zhang, Yinhai Wang
2014	J	`jnl`	Self-Adaptive Tolling Strategy for Enhanced High-Occupancy Toll Lane Operations. IEEE Trans. Intell. Transp. Syst. Guohui Zhang, Xiaolei Ma, Yinhai Wang
2013	J	`jnl`	15th IEEE Intelligent Transportation Systems Conference (ITSC 2012) Papers [Guest Editorial]. IEEE Intell. Transp. Syst. Mag. Yinhai Wang, Javier J. Sánchez Medina, Guohui Zhang
2013	—	`conf`	Analyzing the impact of false-accident cyber attacks on traffic flow stability in connected vehicle environment. ICCVE Peter Jing Jin, Guohui Zhang, C. Michael Walton, Xiaowen Jiang, Amit Singh
2013	J	`jnl`	Optimizing Coordinated Ramp Metering: A Preemptive Hierarchical Control Approach. Comput. Aided Civ. Infrastructure Eng. Guohui Zhang, Yinhai Wang
2012	J	`jnl`	Gaussian Mixture Model-Based Speed Estimation and Vehicle Classification Using Single-Loop Measurements. J. Intell. Transp. Syst. Yunteng Lao, Guohui Zhang, Jonathan Corey, Yinhai Wang
2012	J	`jnl`	Using Precise Time Offset to Improve Freeway Vehicle Delay Estimates. J. Intell. Transp. Syst. Patikhom Cheevarunothai, Guohui Zhang, Jianyang Zheng, Yinhai Wang, Shi An
2011	J	`jnl`	Optimizing Minimum and Maximum Green Time Settings for Traffic Actuated Control at Isolated Intersections. IEEE Trans. Intell. Transp. Syst. Guohui Zhang, Yinhai Wang
2010	—	`conf`	Impacts of High Occupancy Toll lane operations on High Occupancy Vehicle travelers. ITSC Guohui Zhang, Yao-Jan Wu, Xiaoyue Liu, Yinhai Wang