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Guohui Zhang
ORCID
Publication Activity (10 Years)
Years Active: 2010-2024
Publications (10 Years): 18
Top Topics
Neural Network
Driven Learning
Traffic Signal Control
Enhanced Image
Top Venues
IEEE Trans. Intell. Transp. Syst.
CoRR
J. Intell. Transp. Syst.
MOST
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Publications
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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)