Helai Huang

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:

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

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

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

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

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

Google Scholar

Helai Huang Skills & Research Interests

Traffic Safety

Top articles of Helai Huang

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

2022/8/11

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

Expert Systems with Applications

2023/9/19

The electric vehicle routing problem of a new mobile charging service

Transportation Safety and Environment

2024/3/13

Helai Huang
Helai Huang

H-Index: 37

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

Traffic injury prevention

2024/1/30

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

Accident Analysis & Prevention

2024/7/1

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

Accident Analysis & Prevention

2024/6/1

Ye Li
Ye Li

H-Index: 6

Helai Huang
Helai Huang

H-Index: 37

Pan Liu
Pan Liu

H-Index: 33

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

Accident Analysis & Prevention

2024/5/1

Fan Yang
Fan Yang

H-Index: 3

Helai Huang
Helai Huang

H-Index: 37

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

Transportmetrica B: Transport Dynamics

2023/12/31

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

2023/12/1

Helai Huang
Helai Huang

H-Index: 37

Ye Li
Ye Li

H-Index: 6

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

Accident Analysis & Prevention

2023/10/1

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

Accident Analysis & Prevention

2023/10/1

Ye Li
Ye Li

H-Index: 6

Helai Huang
Helai Huang

H-Index: 37

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

Transportmetrica A: Transport Science

2023/9/8

Helai Huang
Helai Huang

H-Index: 37

Ye Li
Ye Li

H-Index: 6

Bo Zhou
Bo Zhou

H-Index: 11

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

Accident Analysis and Prevention

2023/3/29

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

Information Sciences

2023/4/1

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

Analytic methods in accident research

2023/3/1

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

Accident Analysis & Prevention

2023/2/1

Helai Huang
Helai Huang

H-Index: 37

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

Sustainability

2023/1/31

Bowen Zhou
Bowen Zhou

H-Index: 13

Helai Huang
Helai Huang

H-Index: 37

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

Available at SSRN 4423619

2023

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

2023/1/1

Analysing taxi customer-search behaviour using Copula-based joint model

Transportation Safety and Environment

2022/4

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