Zeng‐Guang Hou

Chinese Academy of Sciences — China

Engineering · Physical Sciences

62h-index14.6kcitations624works3.12yr avg
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Research Topics

Muscle activation and electromyography studies(80), Stroke Rehabilitation and Recovery(77), EEG and Brain-Computer Interfaces(75), Neural Networks and Applications(61), Distributed Control Multi-Agent Systems(52)

Publications622 total

Enhanced fNIRS-Based MCI Detection via Resting-State and Task-State Integration With Spatial–Temporal Feature Reduction
IEEE Journal of Translational Engineering in Health and Medicine·2026Open Access
Pseudo-Label Guided Multi-Task Learning for Abdominal Multi-Branch Vascular Segmentation From Partially Labeled DSA Datasets
IEEE Transactions on Automation Science and Engineering·2025Open Access
Mask-Guided Multi-Task nnU-Net for Automated Segmentation and Classification of Blunt Traumatic Aortic Injury
2025
Adaptive waveform correction and temporal modeling for the detection of characteristic waves in ECG signals
Digital Signal Processing·2025
Biologically Informed EEG Simulation for Neurological Disorder Pattern Injection and Dataset Generation
Communications in computer and information science·2025
CAS-IQA: Teaching Vision-Language Models for Synthetic Angiography Quality Assessment
Lecture notes in computer science·2025
REASON: Probability map-guided dual-branch fusion framework for gastric content assessment
arXiv (Cornell University)·2025Open Access
PL-VAP: A Tightly Coupled Self-Localization Framework for Underwater Robots Using Point-Line Features and Visual-Acoustic-Pressure Sensor Fusion
IEEE/ASME Transactions on Mechatronics·2025
Binocular Vision-Based Spatiotemporal Feature Fusion Model for Elderly Fall Risk Prediction
Lecture notes in computer science·2025
Model-Free Catheter Delivery Strategy for Robotic Transcatheter Tricuspid Valve Replacement
2025
Design and Analysis of a Multi-Joint Spinal Exoskeleton for Assisting the Human Back and Preventing Lumbar Injuries
2025
A Level 2 Autonomous Surgical Robotic System for Coronary Interventional Surgery
2025Open Access
Particle Restoration: A Novel Image Processing Framework for Improving Real Cryo-EM Image Quality in Single Particle Analysis
IEEE Transactions on Computational Biology and Bioinformatics·2025
Task-Oriented Learning for Automatic EEG Denoising
arXiv (Cornell University)·2025Open Access
Experience-Based Fuzzy Logic Framework for Robot-Assisted Endovascular Intervention
IEEE Transactions on Medical Robotics and Bionics·2025
Test-Time Training for Inter-Subject Generalization in SSVEP-Based BCI
2025
A Stiffness-Enhanced Extensible Continuum Surgical Robot: Design, Modeling, and Evaluation
IEEE/ASME Transactions on Mechatronics·2025· 1 cited
Evi-SSUNet: A multi-task network for reliable surgical scene understanding in X-ray images
Biomedical Signal Processing and Control·2025
Brain-Controlled Robot Enables the Paraplegic Implement Autonomous Multimode Walk Training
IEEE/ASME Transactions on Mechatronics·2025
DOMAIN: Mildly Conservative Model-Based Offline Reinforcement Learning
IEEE Transactions on Systems Man and Cybernetics Systems·2025· 1 cited
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Frequent Co-authors

Long Cheng(24), Min Tan(17), An‐Min Zou(9), Min Tan(7), Krishna Dev Kumar(4), Wenjun Zhang(4), Weichuan Liu(4), Junzhi Yu(4), Tianzhu Zhang(3), Jian Cheng(3), Yang Yang(3), Yingzi Lin(3), Yunpeng Wang(3), Wei Ren(3), Min Keng Tan(3), Long Cheng(2), Guan’an Wang(2), Min Tan(2), Yixiong Chen(2), Nikola Kasabov(2)