Guang-Bin Huang

Guang-Bin Huang

Nanyang Technological University

H-index: 75

Asia-Singapore

About Guang-Bin Huang

Guang-Bin Huang, With an exceptional h-index of 75 and a recent h-index of 59 (since 2020), a distinguished researcher at Nanyang Technological University, specializes in the field of Machine Learning, Neural Networks, Neuroscience.

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

System and method for predicting acute cardiopulmonary events and survivability of a patient

Brain-inspired cognition and understanding for next-generation AI: Computational models, architectures and learning algorithms

A Comparative Study on Design and Usability of Cryptographic Libraries

Discriminative Adversarial Learning for Speaker Independent Emotion Recognition

DeeptDCS: Deep learning-based estimation of currents induced during transcranial direct current stimulation

Motion Embedding for On-road Motion Object Detection for Intelligent Vehicle Systems

Cascaded Adversarial Learning for Speaker Independent Emotion Recognition

Real-time illegal parking detection algorithm in urban environments

Guang-Bin Huang Information

University

Position

Full Professor

Citations(all)

63220

Citations(since 2020)

28801

Cited By

49002

hIndex(all)

75

hIndex(since 2020)

59

i10Index(all)

170

i10Index(since 2020)

136

Email

University Profile Page

Nanyang Technological University

Google Scholar

View Google Scholar Profile

Guang-Bin Huang Skills & Research Interests

Machine Learning

Neural Networks

Neuroscience

Top articles of Guang-Bin Huang

Title

Journal

Author(s)

Publication Date

System and method for predicting acute cardiopulmonary events and survivability of a patient

2023/5/16

Brain-inspired cognition and understanding for next-generation AI: Computational models, architectures and learning algorithms

Frontiers in Neuroscience

Yuqi Han

Chenwei Deng

Guang-Bin Huang

2023/3/24

A Comparative Study on Design and Usability of Cryptographic Libraries

Junwei Luo

Xuechao Yang

Xun Yi

Fengling Han

Iqbal Gondal

...

2023/1/30

Discriminative Adversarial Learning for Speaker Independent Emotion Recognition

representations

LL Chamara Kasun

Chung-Soo Ahn

Jagath C Rajapakse

Zhiping Lin1 Guang-Bin Huang

2022

DeeptDCS: Deep learning-based estimation of currents induced during transcranial direct current stimulation

IEEE Transactions on Biomedical Engineering

Xiaofan Jia

Sadeed Bin Sayed

Nahian Ibn Hasan

Luis J Gomez

Guang-Bin Huang

...

2022/10/10

Motion Embedding for On-road Motion Object Detection for Intelligent Vehicle Systems

Rongzihan Song

LL Chamara Kasun

Xinggan Peng

Zhiping Lin

Qi Cao

...

2022/10/8

Cascaded Adversarial Learning for Speaker Independent Emotion Recognition

Chamara Kasun Liyanaarachchi Lekamalage

Zhiping Lin

Guang-Bin Huang

Jagath Chandana Rajapakse

2022/7/18

Real-time illegal parking detection algorithm in urban environments

IEEE Transactions on Intelligent Transportation Systems

Xinggan Peng

Rongzihan Song

Qi Cao

Yue Li

Dongshun Cui

...

2022/6/15

Efficient joint model learning, segmentation and model updating for visual tracking

Neural Networks

Wei Han

Chamara Kasun Liyanaarachchi Lekamalage

Guang-Bin Huang

2022/3/1

DeeptDCS: Real-time estimation of currents induced during transcranial direct current stimulation via deep learning

Xiaofan Jia

Sadeed Bin Sayed

Guang-Bin Huang

Abdulkadir C Yucel

Luis J Gomez

2021/12/4

Label propagation via local geometry preserving for deep semi-supervised image recognition

Neural Networks

Yuanyuan Qing

Yijie Zeng

Guang-Bin Huang

2021/11/1

End-to-end novel visual categories learning via auxiliary self-supervision

Neural Networks

Yuanyuan Qing

Yijie Zeng

Qi Cao

Guang-Bin Huang

2021/7/1

Dual distance adaptive multiview clustering

Neurocomputing

Jichao Chen

Guang-Bin Huang

2021/6/21

Modeling historical AIS data for vessel path prediction: A comprehensive treatment

arXiv preprint arXiv:2001.01592

Enmei Tu

Guanghao Zhang

Shangbo Mao

Lily Rachmawati

Guang-Bin Huang

2020/1/2

NOx measurements in vehicle exhaust using advanced deep ELM networks

IEEE Transactions on Instrumentation and Measurement

Tinghui Ouyang

Chongwu Wang

Zhangjun Yu

Robert Stach

Boris Mizaikoff

...

2020/7/31

Deep and wide feature based extreme learning machine for image classification

Neurocomputing

Yuanyuan Qing

Yijie Zeng

Yue Li

Guang-Bin Huang

2020/10/28

Sparse Bayesian Learning for Extreme Learning Machine Auto-encoder

Guanghao Zhang

Dongshun Cui

Shangbo Mao

Guang-Bin Huang

2020

Unsupervised feature learning with sparse Bayesian auto-encoding based extreme learning machine

International Journal of Machine Learning and Cybernetics

Guanghao Zhang

Dongshun Cui

Shangbo Mao

Guang-Bin Huang

2020/7

Learning local discriminative representations via extreme learning machine for machine fault diagnosis

Neurocomputing

Yue Li

Yijie Zeng

Yuanyuan Qing

Guang-Bin Huang

2020/10/7

Unsupervised feature selection based extreme learning machine for clustering

Neurocomputing

Jichao Chen

Yijie Zeng

Yue Li

Guang-Bin Huang

2020/4/21

See List of Professors in Guang-Bin Huang University(Nanyang Technological University)

Co-Authors

H-index: 110
Erik Cambria

Erik Cambria

Nanyang Technological University

H-index: 102
Huaguang Zhang

Huaguang Zhang

Northeastern University, China

H-index: 80
De-Shuang Huang

De-Shuang Huang

Tongji University

H-index: 67
Soujanya Poria

Soujanya Poria

Singapore University of Technology and Design

H-index: 50
Guoqi Li

Guoqi Li

Tsinghua University

H-index: 47
Kai (Alex) Qin

Kai (Alex) Qin

Swinburne University of Technology

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