Guang-Bin Huang

Ministry of Education of the People's Republic of China — China

Computer Science · Physical Sciences

74h-index56.6kcitations285works4.42yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Machine Learning and ELM(145), Neural Networks and Applications(90), Face and Expression Recognition(56), Advanced Memory and Neural Computing(48), Domain Adaptation and Few-Shot Learning(44)

Publications282 total

Awake speech recordings for machine learning diagnosis of obstructive sleep apnea: a Bayesian meta-analysis
Journal of Clinical Sleep Medicine·2025Open Access
Multichannel machine learning for polysomnographic diagnosis of obstructive sleep apnea: a Bayesian meta-analysis
European Archives of Oto-Rhino-Laryngology·2025· 1 cited
Electrocardiogram heart rate variability for machine learning diagnosis of obstructive sleep apnoea: A Bayesian meta-analysis
Sleep And Breathing·2025· 3 cited
3D segmentation method for stone cultural relics utilizing multi-modal feature enhancement based on SAM
npj Heritage Science·2025Open Access
Chat2SPaT: A Large Language Model Based Tool for Automating Traffic Signal Control Plan Management
arXiv (Cornell University)·2025Open Access
Achieving superior accuracy in photonic neural networks with physical multi-synapses
Advanced Photonics Nexus·2025Open Access
Global burden of amputation among children and adolescents from 1990 to 2021: systematic analysis of the Global Burden of Disease study 2021
Frontiers in Public Health·2025Open Access
Non-Invasive Load Recognition Method Based on Single-Channel Multi-Feature Fusion Color Coding
2025
Safety Control Optimization Model Based on Neural Architecture Search
2025
A Remaining Useful Life Prediction Method for Rolling Bearings Based on Hierarchical Clustering and Transformer–GRU
Applied Sciences·2025· 4 citedOpen Access
Machine Listening for OSA Diagnosis
CHEST Journal·2025· 4 citedOpen Access
MAPF-Net: lightweight network for dehazing via multi-scale attention and physics-aware feature fusion
The Journal of Supercomputing·2025· 2 cited
Stage-Based Remaining Useful Life Prediction for Bearings Using GNN and Correlation-Driven Feature Extraction
Machines·2025· 7 citedOpen Access
Re-imaging and RPC fitting for planetary TDI-CCD images with varying exposure times
National Remote Sensing Bulletin·2025Open Access
State of Health Estimation of Lithium Batteries Based on Electrochemical Impedance Spectroscopy and Data-Driven Approaches
2024
Artificial intelligence without restriction surpassing human intelligence with probability one: Theoretical insight into secrets of the brain with AI twins of the brain
Neurocomputing·2024· 3 citedOpen Access
Investigates the Role of PANoptosis in Idiopathic Pulmonary Fibrosis and Potential Therapeutic Targets
Journal of Inflammation Research·2024· 1 citedOpen Access
Artificial intelligence facial recognition of obstructive sleep apnea: a Bayesian meta-analysis
Sleep And Breathing·2024· 7 cited
Accelerating diabetic wound healing with Ramulus Mori (Sangzhi) alkaloids via NRF2/HO-1/eNOS pathway
Phytomedicine·2024· 22 cited
Auditable and Verifiable Federated Learning Based on Blockchain-Enabled Decentralization
IEEE Transactions on Neural Networks and Learning Systems·2024· 22 cited
page 1 of 15Next →

Frequent Co-authors

P. Saratchandran(9), Chee‐Kheong Siew(6), N. Sundararajan(6), Erik Cambria(5), Qinyu Zhu(4), Hongming Zhou(4), Chamara Kasun Liyanaarachchi Lekamalage(4), N. Sundararajan(3), Yuan Lan(3), Yiqiang Chen(3), Chi‐Man Vong(3), Jianping Yin(3), Kezhi Mao(3), Soujanya Poria(3), Zhiping Lin(3), Xiaojian Ding(2), Nanying Liang(2), Jiexiong Tang(2), Chenwei Deng(2), Lihui Chen(2)