Guofa Li

Guofa Li

Shenzhen University

H-index: 31

Asia-China

About Guofa Li

Guofa Li, With an exceptional h-index of 31 and a recent h-index of 30 (since 2020), a distinguished researcher at Shenzhen University, specializes in the field of Artificial Intelligence, Driver Assistance, Autonomous Vehicles, Intelligent Transportation Systems.

His recent articles reflect a diverse array of research interests and contributions to the field:

Bat: Behavior-aware human-like trajectory prediction for autonomous driving

A Prior Guided Wavelet-Spatial Dual Attention Transformer Framework for Heavy Rain Image Restoration

Domain Adaptive Driver Distraction Detection Based on Partial Feature Alignment and Confusion-Minimized Classification

L-TLA: A Lightweight Driver Distraction Detection Method Based on Three-Level Attention Mechanisms

Efficient and robust estimation of single-vehicle crash severity: A mixed logit model with heterogeneity in means and variances

Emotion Recognition Based on Selected EEG Signals by Common Spatial Pattern

Gpt-4 enhanced multimodal grounding for autonomous driving: Leveraging cross-modal attention with large language models

Review and Perspectives on Human Emotion for Connected Automated Vehicles

Guofa Li Information

University

Position

China

Citations(all)

3023

Citations(since 2020)

2859

Cited By

754

hIndex(all)

31

hIndex(since 2020)

30

i10Index(all)

52

i10Index(since 2020)

52

Email

University Profile Page

Shenzhen University

Google Scholar

View Google Scholar Profile

Guofa Li Skills & Research Interests

Artificial Intelligence

Driver Assistance

Autonomous Vehicles

Intelligent Transportation Systems

Top articles of Guofa Li

Title

Journal

Author(s)

Publication Date

Bat: Behavior-aware human-like trajectory prediction for autonomous driving

Proceedings of the AAAI Conference on Artificial Intelligence

Haicheng Liao

Zhenning Li

Huanming Shen

Wenxuan Zeng

Dongping Liao

...

2024/3/24

A Prior Guided Wavelet-Spatial Dual Attention Transformer Framework for Heavy Rain Image Restoration

IEEE Transactions on Multimedia

Ronghui Zhang

Jiongze Yu

Junzhou Chen

Guofa Li

Liang Lin

...

2024/1/29

Domain Adaptive Driver Distraction Detection Based on Partial Feature Alignment and Confusion-Minimized Classification

IEEE Transactions on Intelligent Transportation Systems

Guofa Li

Guanglei Wang

Zizheng Guo

Qing Liu

Xiyuan Luo

...

2024/3/1

L-TLA: A Lightweight Driver Distraction Detection Method Based on Three-Level Attention Mechanisms

IEEE Transactions on Reliability

Zizheng Guo

Qing Liu

Lin Zhang

Zhenning Li

Guofa Li

2024/1/15

Efficient and robust estimation of single-vehicle crash severity: A mixed logit model with heterogeneity in means and variances

Accident Analysis & Prevention

Zhenning Li

Chengyue Wang

Haicheng Liao

Guofa Li

Chengzhong Xu

2024/3/1

Emotion Recognition Based on Selected EEG Signals by Common Spatial Pattern

IEEE Sensors Journal

Guofa Li

Bangwei Yuan

Delin Ouyang

Wenbo Li

Yufan Pan

...

2024/1/31

Gpt-4 enhanced multimodal grounding for autonomous driving: Leveraging cross-modal attention with large language models

Communications in Transportation Research

Haicheng Liao

Huanming Shen

Zhenning Li

Chengyue Wang

Guofa Li

...

2024/12/1

Review and Perspectives on Human Emotion for Connected Automated Vehicles

Wenbo Li

Guofa Li

Ruichen Tan

Cong Wang

Zemin Sun

...

2024/1/30

Latent Hazard Notification for Highly Automated Driving: Expected Safety Benefits and Driver Behavioral Adaptation

IEEE Transactions on Intelligent Transportation Systems

Qingkun Li

Yizi Su

Wenjun Wang

Zhenyuan Wang

Jibo He

...

2023/6/12

Drivers’ EEG responses to different distraction tasks

Automotive Innovation

Guofa Li

Xiaojian Wu

Arno Eichberger

Paul Green

Cristina Olaverri-Monreal

...

2023/2

AdaTP: An Adaptive Trajectory Planning Method for Intelligent Vehicles in Cooperative Driving Based on Reinforcement Learning

Zhenglin Li

Guofa Li

Feng Gao

2023/10/27

SOSMaskFuse: An infrared and visible image fusion architecture based on salient object segmentation mask

IEEE Transactions on Intelligent Transportation Systems

Guofa Li

Xuanhu Qian

Xingda Qu

2023/4/26

Effect of Music Intervention Strategies on Mitigating Drivers’ Negative Emotion in Post-congestion Driving

Delin Ouyang

Guofa Li

Qingkun Li

Xiaoxuan Sui

Xingda Qu

...

2023/6/4

A Safety Requirements Adaptive NMPC Strategy for Electric Vehicle Stability Control with Computationally Efficient Optimization

IEEE Transactions on Transportation Electrification

Hanghang Liu

Lin Zhang

Shen Li

Rongjie Yu

Guofa Li

...

2023/9/6

Input modality matters: A comparison of touch, speech, and gesture based in-vehicle interaction

Applied ergonomics

Tingru Zhang

Xing Liu

Weisheng Zeng

Da Tao

Guofa Li

...

2023/4/1

A human-centered comprehensive measure of take-over performance based on multiple objective metrics

IEEE Transactions on Intelligent Transportation Systems

Qingkun Li

Zhenyuan Wang

Wenjun Wang

Chao Zeng

Changxu Wu

...

2023/1/10

Mitigating the impact of outliers in traffic crash analysis: A robust Bayesian regression approach with application to tunnel crash data

Accident Analysis & Prevention

Zhenning Li

Haicheng Liao

Ruru Tang

Guofa Li

Yunjian Li

...

2023/6/1

On-Ramp Merging for Highway Autonomous Driving: An Application of a New Safety Indicator in Deep Reinforcement Learning

Automotive Innovation

Guofa Li

Weiyan Zhou

Siyan Lin

Shen Li

Xingda Qu

2023/8

Sensing and machine learning for automotive perception: A review

Ashish Pandharipande

Chih-Hong Cheng

Justin Dauwels

Sevgi Z Gurbuz

Javier Ibanez-Guzman

...

2023/3/30

An Efficient Bayesian Robit Model for Traffic Safety Modeling

Zhenning Li

Haicheng Liao

Ruru Tang

Guofa Li

Yiming Bie

...

2023/8

See List of Professors in Guofa Li University(Shenzhen University)