Helai Huang

Helai Huang

Central South University

H-index: 54

Asia-China

About Helai Huang

Helai Huang, With an exceptional h-index of 54 and a recent h-index of 51 (since 2020), a distinguished researcher at Central South University, specializes in the field of Traffic Safety.

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

Analysis of dynamic determinants of vehicles involved in crash affecting severity based on in-depth crash data

A variable speed limit control approach for freeway tunnels based on the model-based reinforcement learning framework with safety perception

Multi-objective deep reinforcement learning approach for adaptive traffic signal control system with concurrent optimization of safety, efficiency, and decarbonization at …

A deep reinforcement learning-based approach for autonomous lane-changing velocity control in mixed flow of vehicle group level

Developing a new integrated advanced driver assistance system in a connected vehicle environment

The electric vehicle routing problem of a new mobile charging service

How would autonomous vehicles behave in real-world crash scenarios?

Exploring the Macro Economic and Transport Influencing Factors of Urban Public Transport Mode Share: A Bayesian Structural Equation Model Approach

Helai Huang Information

University

Position

Professor

Citations(all)

9136

Citations(since 2020)

6584

Cited By

5012

hIndex(all)

54

hIndex(since 2020)

51

i10Index(all)

122

i10Index(since 2020)

114

Email

University Profile Page

Central South University

Google Scholar

View Google Scholar Profile

Helai Huang Skills & Research Interests

Traffic Safety

Top articles of Helai Huang

Title

Journal

Author(s)

Publication Date

Analysis of dynamic determinants of vehicles involved in crash affecting severity based on in-depth crash data

Traffic injury prevention

Jieling Jin

Helai Huang

Rui Zhou

Jiguang Chen

Pan Liu

2024/1/30

A variable speed limit control approach for freeway tunnels based on the model-based reinforcement learning framework with safety perception

Accident Analysis & Prevention

Jieling Jin

Ye Li

Helai Huang

Yuxuan Dong

Pan Liu

2024/6/1

Multi-objective deep reinforcement learning approach for adaptive traffic signal control system with concurrent optimization of safety, efficiency, and decarbonization at …

Accident Analysis & Prevention

Gongquan Zhang

Fangrong Chang

Jieling Jin

Fan Yang

Helai Huang

2024/5/1

A deep reinforcement learning-based approach for autonomous lane-changing velocity control in mixed flow of vehicle group level

Yuemeng Gao

Chuanqi Tao

Hongjing Guo

Jerry Gao

2022/8/11

Developing a new integrated advanced driver assistance system in a connected vehicle environment

Expert Systems with Applications

Wenjing Zhao

Siyuan Gong

Dezong Zhao

Fenglin Liu

Nang Ngai Sze

...

2023/9/19

The electric vehicle routing problem of a new mobile charging service

Transportation Safety and Environment

Kanghui Ren

Maosheng Li

Xuekai Cen

Helai Huang

2024/3/13

How would autonomous vehicles behave in real-world crash scenarios?

Accident Analysis & Prevention

Rui Zhou

Guoqing Zhang

Helai Huang

Zhiyuan Wei

Hanchu Zhou

...

2024/7/1

Exploring the Macro Economic and Transport Influencing Factors of Urban Public Transport Mode Share: A Bayesian Structural Equation Model Approach

Sustainability

Bowen Zhou

Jieling Jin

Helai Huang

Yuanchang Deng

2023/1/31

Variable speed limit modelling to improve traffic safety and efficiency of mixed traffic flow by a two-stage framework

Transportmetrica A: Transport Science

Jieling Jin

Helai Huang

Ye Li

Gongquan Zhang

Yuxuan Dong

...

2023/9/8

Optimal Deployment of Connected and Autonomous Vehicle Dedicated Lanes: A Trade-Off between Safety and Efficiency

Available at SSRN 4423619

Cheng Hu

Chunyang Han

Amjad Pervez

Guangming Xu

Jinjun Tang

...

2023

A Kriging-based optimization method for meeting point locations to enhance flex-route transit services

Transportmetrica B: Transport Dynamics

Mingyang Li

Jinjun Tang

Jie Zeng

Helai Huang

2023/12/31

Effects of collision warning characteristics on driving behaviors and safety in connected vehicle environments

Accident Analysis and Prevention

Wenjing Zhao

Siyuan Gong

Dezong Zhao

Fenglin Liu

Nn Sze

...

2023/3/29

Pursuing higher acceptability and compliance for electric two-wheeler standardization policy in China: The importance of socio-demographic characteristics, psychological …

Transportation research part A: policy and practice

Xintong Li

Chunyang Han

Helai Huang

Amjad Pervez

Guangming Xu

...

2023/1/1

Real-time crash risk prediction in freeway tunnels considering features interaction and unobserved heterogeneity: a two-stage deep learning modeling framework

Analytic methods in accident research

Jieling Jin

Helai Huang

Chen Yuan

Ye Li

Guoqing Zou

...

2023/12/1

On region-level travel demand forecasting using multi-task adaptive graph attention network

Information Sciences

Jian Liang

Jinjun Tang

Fan Gao

Zhe Wang

Helai Huang

2023/4/1

Identifying typical pre-crash scenarios based on in-depth crash data with deep embedded clustering for autonomous vehicle safety testing

Accident Analysis & Prevention

Rui Zhou

Helai Huang

Jaeyoung Lee

Xiangzhi Huang

Jiguang Chen

...

2023/10/1

Modeling traveler’s speed-route joint choice behavior with heterogeneous safety concern

Analytic methods in accident research

Chunyang Han

Guangming Xu

Amjad Pervez

Fan Gao

Helai Huang

...

2023/3/1

Spatio-temporal dynamic change mechanism analysis of traffic conflict risk based on trajectory data

Accident Analysis & Prevention

Yuping Hu

Ye Li

Helai Huang

2023/10/1

Jointly analyzing freeway primary and secondary crash severity using a copula-based approach

Accident Analysis & Prevention

Helai Huang

Xizhi Ding

Chen Yuan

Xinyuan Liu

Jinjun Tang

2023/2/1

Using traffic flow characteristics to predict real-time conflict risk: A novel method for trajectory data analysis

Analytic methods in accident research

Chen Yuan

Ye Li

Helai Huang

Shiqi Wang

Zhenhao Sun

...

2022/9/1

See List of Professors in Helai Huang University(Central South University)