Zilin Huang

About Zilin Huang

Zilin Huang, With an exceptional h-index of 7 and a recent h-index of 7 (since 2020), a distinguished researcher at South China University of Technology, specializes in the field of Human-Centered AI, Autonomous Driving, Robotics, Human-Robot Interaction, Intelligent Transportation.

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

Human as AI Mentor: Enhanced Human-in-the-loop Reinforcement Learning for Safe and Efficient Autonomous Driving

Exploring Driving Behavior for Autonomous Vehicles Based on Gramian Angular Field Vision Transformer

A taxonomy for autonomous vehicles considering ambient road infrastructure

Wi-CL: Low-Cost WiFi-Based Detection System for Nonmotorized Traffic Travel Mode Classification

Cv2x-loca: Roadside unit-enabled cooperative localization framework for autonomous vehicles

Dynamic adaptive generative adversarial networks with multi-view temporal factorizations for hybrid recovery of missing traffic data

Epg-mgcn: Ego-planning guided multi-graph convolutional network for heterogeneous agent trajectory prediction

Recognizing real-time transfer patterns between metro and bus systems based on spatial–temporal constraints

Zilin Huang Information

University

Position

___

Citations(all)

189

Citations(since 2020)

188

Cited By

8

hIndex(all)

7

hIndex(since 2020)

7

i10Index(all)

6

i10Index(since 2020)

6

Email

University Profile Page

Google Scholar

Zilin Huang Skills & Research Interests

Human-Centered AI

Autonomous Driving

Robotics

Human-Robot Interaction

Intelligent Transportation

Top articles of Zilin Huang

Human as AI Mentor: Enhanced Human-in-the-loop Reinforcement Learning for Safe and Efficient Autonomous Driving

arXiv preprint arXiv:2401.03160

2024/1/6

Zilin Huang
Zilin Huang

H-Index: 1

Sikai Chen
Sikai Chen

H-Index: 9

Exploring Driving Behavior for Autonomous Vehicles Based on Gramian Angular Field Vision Transformer

arXiv preprint arXiv:2310.13906

2023/10/21

A taxonomy for autonomous vehicles considering ambient road infrastructure

2023/7/19

Wi-CL: Low-Cost WiFi-Based Detection System for Nonmotorized Traffic Travel Mode Classification

Journal of Advanced Transportation

2023/6/14

Cv2x-loca: Roadside unit-enabled cooperative localization framework for autonomous vehicles

arXiv preprint arXiv:2304.00676

2023/4/3

Dynamic adaptive generative adversarial networks with multi-view temporal factorizations for hybrid recovery of missing traffic data

Neural Computing and Applications

2023/4

Epg-mgcn: Ego-planning guided multi-graph convolutional network for heterogeneous agent trajectory prediction

arXiv preprint arXiv:2303.17027

2023/3/29

Zilin Huang
Zilin Huang

H-Index: 1

Sikai Chen
Sikai Chen

H-Index: 9

Recognizing real-time transfer patterns between metro and bus systems based on spatial–temporal constraints

Journal of Transportation Engineering, Part A: Systems

2022/9/1

ST-CRMF: compensated residual matrix factorization with spatial-temporal regularization for graph-based time series forecasting

Sensors

2022/8/5

Deep spatial-temporal bi-directional residual optimisation based on tensor decomposition for traffic data imputation on urban road network

Applied Intelligence

2022/8

A combined deep learning method with attention-based LSTM model for short-term traffic speed forecasting

Journal of Advanced Transportation

2020/11/23

Multi-stage pedestrian positioning using filtered WiFi scanner data in an urban road environment

Sensors

2020/6/8

Zilin Huang
Zilin Huang

H-Index: 1

Imputation methods used in missing traffic data: A literature review

2020

Pan Wu
Pan Wu

H-Index: 3

Zilin Huang
Zilin Huang

H-Index: 1

See List of Professors in Zilin Huang University(South China University of Technology)

Co-Authors

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