Guohui Zhang

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 18

Top Topics

Driven Learning

Traffic Signal Control

Top Venues

IEEE Trans. Intell. Transp. Syst.

J. Intell. Transp. Syst.

Publications

Hanyi Yang, Wanxin Yu, Guohui Zhang, Lili Du
Network-Wide Traffic Flow Dynamics Prediction Leveraging Macroscopic Traffic Flow Model and Deep Neural Networks. IEEE Trans. Intell. Transp. Syst. 25 (5) (2024)
Shanglian Zhou, Hao Xu, Guohui Zhang, Tianwei Ma, Yin Yang
DCOR: Dynamic Channel-Wise Outlier Removal to De-Noise LiDAR Data Corrupted by Snow. IEEE Trans. Intell. Transp. Syst. 25 (7) (2024)
Yanchen Guan, Haicheng Liao, Zhenning Li, Guohui Zhang, Chengzhong Xu
World Models for Autonomous Driving: An Initial Survey. CoRR (2024)
Yunpeng Jack Zhang, Kailai Wang, Lingguang Song, Amaury Lendasse, Houbing Herbert Song, Zhu Han, Rakesh Verma, Arlei Silva, Carlos Rubio-Medrano, Zhixia Richard Li, Guohui Zhang
USDOT Tier-1 University Transportation Center for Advancing Cybersecurity Research and Education. MOST (2023)
Igor Lashkov, Runze Yuan, Guohui Zhang
Edge-Computing-Empowered Vehicle Tracking and Speed Estimation Against Strong Image Vibrations Using Surveillance Monocular Camera. IEEE Trans. Intell. Transp. Syst. 24 (11) (2023)
Arun Bala Subramaniyan, Chieh Ross Wang, Yunli Shao, Wan Li, Hong Wang, Guohui Zhang, Tianwei Ma
Hybrid Recurrent Neural Network Modeling for Traffic Delay Prediction at Signalized Intersections Along an Urban Arterial. IEEE Trans. Intell. Transp. Syst. 24 (1) (2023)
Qian Zhang, Hao Yu, Guohui Zhang, Tianwei Ma
Optimal planning of flood-resilient electric vehicle charging stations. Comput. Aided Civ. Infrastructure Eng. 38 (4) (2023)
Igor Lashkov, Runze Yuan, Guohui Zhang
Edge-Computing-Facilitated Nighttime Vehicle Detection Investigations With CLAHE-Enhanced Images. IEEE Trans. Intell. Transp. Syst. 24 (11) (2023)
Shanglian Zhou, Hao Xu, Guohui Zhang, Tianwei Ma, Yin Yang
Leveraging Deep Convolutional Neural Networks Pre-Trained on Autonomous Driving Data for Vehicle Detection From Roadside LiDAR Data. IEEE Trans. Intell. Transp. Syst. 23 (11) (2022)
Yanyan Chen, Cong Chen, Qiong Wu, Jianming Ma, Guohui Zhang, John Milton
Spatial-temporal traffic congestion identification and correlation extraction using floating car data. J. Intell. Transp. Syst. 25 (3) (2021)
Zhenning Li, Hao Yu, Guohui Zhang, Shangjia Dong, Cheng-Zhong Xu
Network-wide traffic signal control optimization using a multi-agent deep reinforcement learning. CoRR (2021)
Zhenning Li, Chengzhong Xu, Guohui Zhang
A Deep Reinforcement Learning Approach for Traffic Signal Control Optimization. CoRR (2021)
Xiaofeng Chen, Yu Chen, Guohui Zhang
A computer vision algorithm for locating and recognizing traffic signal control light status and countdown time. J. Intell. Transp. Syst. 25 (5) (2021)
Hao Yu, Zhenning Li, Guohui Zhang, Pan Liu, Jun Wang
Extracting and Predicting Taxi Hotspots in Spatiotemporal Dimensions Using Conditional Generative Adversarial Neural Networks. IEEE Trans. Veh. Technol. 69 (4) (2020)
Hao Yu, Xiaofeng Chen, Zhenning Li, Guohui Zhang, Pan Liu, Jinfu Yang, Yin Yang
Taxi-Based Mobility Demand Formulation and Prediction Using Conditional Generative Adversarial Network-Driven Learning Approaches. IEEE Trans. Intell. Transp. Syst. 20 (10) (2019)
Yuming Zhang, Guohui Zhang, Rafael Fierro, Yin Yang
Force-Driven Traffic Simulation for a Future Connected Autonomous Vehicle-Enabled Smart Transportation System. IEEE Trans. Intell. Transp. Syst. 19 (7) (2018)
Yuming Zhang, Cong Chen, Qiong Wu, Qi Lu, Su Zhang, Guohui Zhang, Yin Yang
A Kinect-Based Approach for 3D Pavement Surface Reconstruction and Cracking Recognition. IEEE Trans. Intell. Transp. Syst. 19 (12) (2018)
Cong Chen, Yanyan Chen, Jianming Ma, Guohui Zhang, C. Michael Walton
Driver behavior formulation in intersection dilemma zones with phone use distraction via a logit-Bayesian network hybrid approach. J. Intell. Transp. Syst. 22 (4) (2018)
Guohui Zhang
Connected Autonomous Vehicle Control Optimization at Intersections. ITITS (1) (2015)
Guohui Zhang, Xiaolei Ma, Yinhai Wang
Self-Adaptive Tolling Strategy for Enhanced High-Occupancy Toll Lane Operations. IEEE Trans. Intell. Transp. Syst. 15 (1) (2014)
Guohui Zhang, Yinhai Wang
A Gaussian Kernel-Based Approach for Modeling Vehicle Headway Distributions. Transp. Sci. 48 (2) (2014)
Yinhai Wang, Javier J. Sánchez Medina, Guohui Zhang
15th IEEE Intelligent Transportation Systems Conference (ITSC 2012) Papers [Guest Editorial]. IEEE Intell. Transp. Syst. Mag. 5 (4) (2013)
Peter J. Jin, Guohui Zhang, C. Michael Walton, Xiaowen Jiang, Amit Singh
Analyzing the impact of false-accident cyber attacks on traffic flow stability in connected vehicle environment. ICCVE (2013)
Guohui Zhang, Yinhai Wang
Optimizing Coordinated Ramp Metering: A Preemptive Hierarchical Control Approach. Comput. Aided Civ. Infrastructure Eng. 28 (1) (2013)
Yunteng Lao, Guohui Zhang, Jonathan Corey, Yinhai Wang
Gaussian Mixture Model-Based Speed Estimation and Vehicle Classification Using Single-Loop Measurements. J. Intell. Transp. Syst. 16 (4) (2012)
Patikhom Cheevarunothai, Guohui Zhang, Jianyang Zheng, Yinhai Wang, Shi An
Using Precise Time Offset to Improve Freeway Vehicle Delay Estimates. J. Intell. Transp. Syst. 16 (2) (2012)
Guohui Zhang, Yinhai Wang
Optimizing Minimum and Maximum Green Time Settings for Traffic Actuated Control at Isolated Intersections. IEEE Trans. Intell. Transp. Syst. 12 (1) (2011)
Guohui Zhang, Yao-Jan Wu, Xiaoyue Cathy Liu, Yinhai Wang
Impacts of High Occupancy Toll lane operations on High Occupancy Vehicle travelers. ITSC (2010)