Huiguang He

Orcid: 0000-0002-0684-1711

According to our database1, Huiguang He authored at least 124 papers between 2001 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
Identifying the hierarchical emotional areas in the human brain through information fusion.
Inf. Fusion, 2025

2024
Multi-View Multi-Label Fine-Grained Emotion Decoding From Human Brain Activity.
IEEE Trans. Neural Networks Learn. Syst., July, 2024

Growing Like a Tree: Finding Trunks From Graph Skeleton Trees.
IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition.
IEEE Trans. Multim., 2024

Improved Video Emotion Recognition With Alignment of CNN and Human Brain Representations.
IEEE Trans. Affect. Comput., 2024

Contrastive fine-grained domain adaptation network for EEG-based vigilance estimation.
Neural Networks, 2024

NeuralOOD: Improving Out-of-Distribution Generalization Performance with Brain-machine Fusion Learning Framework.
CoRR, 2024

Human-like object concept representations emerge naturally in multimodal large language models.
CoRR, 2024

Multi-label Class Incremental Emotion Decoding with Augmented Emotional Semantics Learning.
CoRR, 2024

Reverse the auditory processing pathway: Coarse-to-fine audio reconstruction from fMRI.
CoRR, 2024

Open-vocabulary Auditory Neural Decoding Using fMRI-prompted LLM.
CoRR, 2024

Animate Your Thoughts: Decoupled Reconstruction of Dynamic Natural Vision from Slow Brain Activity.
CoRR, 2024

A Temporal-Spectral Fusion Transformer with Subject-specific Adapter for Enhancing RSVP-BCI Decoding.
CoRR, 2024

CLIP-MUSED: CLIP-Guided Multi-Subject Visual Neural Information Semantic Decoding.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023
Dynamic Weighted Filter Bank Domain Adaptation for Motor Imagery Brain-Computer Interfaces.
IEEE Trans. Cogn. Dev. Syst., September, 2023

Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features.
IEEE Trans. Pattern Anal. Mach. Intell., September, 2023

A multimodal approach to estimating vigilance in SSVEP-based BCI.
Expert Syst. Appl., September, 2023

Cross-modal guiding and reweighting network for multi-modal RSVP-based target detection.
Neural Networks, April, 2023

Graph-Enhanced Emotion Neural Decoding.
IEEE Trans. Medical Imaging, 2023

Neural Encoding and Decoding With a Flow-Based Invertible Generative Model.
IEEE Trans. Cogn. Dev. Syst., 2023

MindDiffuser: Controlled Image Reconstruction from Human Brain Activity with Semantic and Structural Diffusion.
CoRR, 2023

PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition.
CoRR, 2023

MindDiffuser: Controlled Image Reconstruction from Human Brain Activity with Semantic and Structural Diffusion.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Auditory Attention Decoding with Task-Related Multi-View Contrastive Learning.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Mammo-Net: Integrating Gaze Supervision and Interactive Information in Multi-view Mammogram Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

A Fine-Grained Domain Adaptation Method for Cross-Session Vigilance Estimation in SSVEP-Based BCI.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

RoBrain: Towards Robust Brain-to-Image Reconstruction via Cross-Domain Contrastive Learning.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

2022
Structured Neural Decoding With Multitask Transfer Learning of Deep Neural Network Representations.
IEEE Trans. Neural Networks Learn. Syst., 2022

Deep Modality Assistance Co-Training Network for Semi-Supervised Multi-Label Semantic Decoding.
IEEE Trans. Multim., 2022

Dynamic Domain Adaptation for Class-Aware Cross-Subject and Cross-Session EEG Emotion Recognition.
IEEE J. Biomed. Health Informatics, 2022

Exploring the Brain-like Properties of Deep Neural Networks: A Neural Encoding Perspective.
Int. J. Autom. Comput., 2022

Sharing Weights in Shallow Layers via Rotation Group Equivariant Convolutions.
Int. J. Autom. Comput., 2022

Multi-Modal Domain Adaptation Variational Autoencoder for EEG-Based Emotion Recognition.
IEEE CAA J. Autom. Sinica, 2022

Multimodal foundation models are better simulators of the human brain.
CoRR, 2022

Adaptive and Maladaptive Brain Functional Network Reorganization After Stroke in Hemianopia Patients: An Electroencephalogram-Tracking Study.
Brain Connect., 2022

A Zero-Training Method for RSVP-Based Brain Computer Interface.
Proceedings of the Pattern Recognition and Computer Vision - 5th Chinese Conference, 2022

TFF-Former: Temporal-Frequency Fusion Transformer for Zero-training Decoding of Two BCI Tasks.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

VigilanceNet: Decouple Intra- and Inter-Modality Learning for Multimodal Vigilance Estimation in RSVP-Based BCI.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Graph Emotion Decoding from Visually Evoked Neural Responses.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Going Deeper into Permutation-Sensitive Graph Neural Networks.
Proceedings of the International Conference on Machine Learning, 2022

Enhancing EEG-Based Emotion Recognition with Fast Online Instance Transfer.
Proceedings of the Integrating Artificial Intelligence and IoT for Advanced Health Informatics, 2022

2021
Dynamical Channel Pruning by Conditional Accuracy Change for Deep Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2021

CSU-Net: A Context Spatial U-Net for Accurate Blood Vessel Segmentation in Fundus Images.
IEEE J. Biomed. Health Informatics, 2021

Boundary Aware U-Net for Retinal Layers Segmentation in Optical Coherence Tomography Images.
IEEE J. Biomed. Health Informatics, 2021

Neural Encoding for Human Visual Cortex With Deep Neural Networks Learning "What" and "Where".
IEEE Trans. Cogn. Dev. Syst., 2021

A prototype-based SPD matrix network for domain adaptation EEG emotion recognition.
Pattern Recognit., 2021

Multi-task contrastive learning for automatic CT and X-ray diagnosis of COVID-19.
Pattern Recognit., 2021

SNAP: Shaping neural architectures progressively via information density criterion.
Pattern Recognit., 2021

Multi-subject data augmentation for target subject semantic decoding with deep multi-view adversarial learning.
Inf. Sci., 2021

Multimodal deep generative adversarial models for scalable doubly semi-supervised learning.
Inf. Fusion, 2021

Target Detection Using Ternary Classification During a Rapid Serial Visual Presentation Task Using Magnetoencephalography Data.
Frontiers Comput. Neurosci., 2021

MVCNet: Multiview Contrastive Network for Unsupervised Representation Learning for 3D CT Lesions.
CoRR, 2021

MS-MDA: Multisource Marginal Distribution Adaptation for Cross-subject and Cross-session EEG Emotion Recognition.
CoRR, 2021

GREN: Graph-Regularized Embedding Network for Weakly-Supervised Disease Localization in X-ray images.
CoRR, 2021

Feature fusion for improving performance of motor imagery brain-computer interface system.
Biomed. Signal Process. Control., 2021

Filter Bank Adversarial Domain Adaptation For Motor Imagery Brain Computer Interface.
Proceedings of the International Joint Conference on Neural Networks, 2021

A Cross-Modal Guiding and Fusion Method for Multi-Modal RSVP-based Image Retrieval.
Proceedings of the International Joint Conference on Neural Networks, 2021

Vigilance Estimating in SSVEP-Based BCI Using Multimodal Signals.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Enhancing Detection of SSVEPs for High-Speed Brain-Computer Interface with a Siamese Architecture.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020
Multisource Transfer Learning for Cross-Subject EEG Emotion Recognition.
IEEE Trans. Cybern., 2020

Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity.
IEEE Trans. Cogn. Dev. Syst., 2020

Semi-supervised cross-modal image generation with generative adversarial networks.
Pattern Recognit., 2020

A CNN-based comparing network for the detection of steady-state visual evoked potential responses.
Neurocomputing, 2020

3D shape reconstruction of lumbar vertebra from two X-ray images and a CT model.
IEEE CAA J. Autom. Sinica, 2020

Simultaneous Neural Spike Encoding and Decoding Based on Cross-modal Dual Deep Generative Model.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Temporal Dynamics on Decoding Target Stimuli in Rapid Serial Visual Presentation using Magnetoencephalography.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

A CNN-based compare network for classification of SSVEPs in human walking.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

A Transfer Learning Framework for RSVP-based Brain Computer Interface<sup>*</sup>.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Changes of resting-state EEG microstates induced by low-frequency repetitive transcranial magnetic stimulation.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Conditional Generative Neural Decoding with Structured CNN Feature Prediction.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Reconstructing Perceived Images From Human Brain Activities With Bayesian Deep Multiview Learning.
IEEE Trans. Neural Networks Learn. Syst., 2019

Automatic brain labeling via multi-atlas guided fully convolutional networks.
Medical Image Anal., 2019

Dual Encoding U-Net for Retinal Vessel Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Learning "What" and "Where": An Interpretable Neural Encoding Model.
Proceedings of the International Joint Conference on Neural Networks, 2019

Doubly Semi-Supervised Multimodal Adversarial Learning for Classification, Generation and Retrieval.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

EEG-Based Emotion Recognition with Prototype-Based Data Representation.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

EEG-Based Emotion Recognition with Similarity Learning Network.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

The lasting effects of 1Hz repetitive transcranial magnetic stimulation on resting state EEG in healthy subjects.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

A comparing network for the classification of steady-state visual evoked potential responses based on convolutional neural network.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2019

2018
Hierarchical Convolutional Neural Networks for EEG-Based Emotion Recognition.
Cogn. Comput., 2018

Predicting Epileptic Seizures from Intracranial EEG Using LSTM-Based Multi-task Learning.
Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

Semi-supervised Deep Generative Modelling of Incomplete Multi-Modality Emotional Data.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Altered structural-functional coupling of large-scale brain networks in early Tourette syndrome children.
Proceedings of the Medical Imaging 2018: Biomedical Applications in Molecular, 2018

Multi-label Semantic Decoding from Human Brain Activity.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Improving Image Classification Performance with Automatically Hierarchical Label Clustering.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Improving EEG-Based Motor Imagery Classification via Spatial and Temporal Recurrent Neural Networks.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017
Multi-modal multiple kernel learning for accurate identification of Tourette syndrome children.
Pattern Recognit., 2017

Semi-supervised Bayesian Deep Multi-modal Emotion Recognition.
CoRR, 2017

Brain Image Labeling Using Multi-atlas Guided 3D Fully Convolutional Networks.
Proceedings of the Patch-Based Techniques in Medical Imaging, 2017

Multi-threshold white matter structural networks fusion for accurate diagnosis of Tourette syndrome children.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

Diffusion tractography and graph theory analysis reveal the disrupted rich-club organization of white matter structural networks in early Tourette Syndrome children.
Proceedings of the Medical Imaging 2017: Biomedical Applications in Molecular, 2017

Sharing deep generative representation for perceived image reconstruction from human brain activity.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

2016
Reconstruction of 3D Lumvar Vertebra from Two X-ray Images Based on 2D/3D Registration.
Proceedings of the Computational Methods and Clinical Applications for Spine Imaging, 2016

A diagnosis model for early Tourette syndrome children based on brain structural network characteristics.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016

Using support vector machines with tract-based spatial statistics for automated classification of Tourette syndrome children.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016

Abnormal interhemispheric resting-state functional connectivity in primary open-angle glaucoma.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Visual Information Processing Mechanism Revealed by fMRI Data.
Proceedings of the Brain Informatics and Health - International Conference, 2016

Implementation of EEG Emotion Recognition System Based on Hierarchical Convolutional Neural Networks.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2016

2015
Spherical volume-preserving Demons registration.
Comput. Aided Des., 2015

2014
Age estimation using cortical surface pattern combining thickness with curvatures.
Medical Biol. Eng. Comput., 2014

2013
Accurate prediction of AD patients using cortical thickness networks.
Mach. Vis. Appl., 2013

Ricci flow-based spherical parameterization and surface registration.
Comput. Vis. Image Underst., 2013

Shape manifold regression with spherical harmonics for hippocampus shape analysis.
Proceedings of the Medical Imaging 2013: Image Processing, 2013

Evaluation of Multiple Voxel-Based Morphometry Approaches and Applications in the Analysis of White Matter Changes in Temporal Lobe Epilepsy.
Proceedings of the Augmented Reality Environments for Medical Imaging and Computer-Assisted Interventions, 2013

2012
Human Age Estimation with Surface-Based Features from MRI Images.
Proceedings of the Machine Learning in Medical Imaging - Third International Workshop, 2012

2011
Analyzing Neural Interaction Characteristics in a Monkey's Motor Cortex during Reach-to-Grasp Tasks.
IEEE Intell. Syst., 2011

Network-Based Classification Using Cortical Thickness of AD Patients.
Proceedings of the Machine Learning in Medical Imaging - Second International Workshop, 2011

Analysis of neural interaction during adaptation of reach-to-grasp task under perturbation with Bayesian networks.
Proceedings of the 4th International Conference on Biomedical Engineering and Informatics, 2011

2010
Gender consistency and difference in healthy adults revealed by cortical thickness.
NeuroImage, 2010

Comparative Analysis of Quasi-Conformal Deformations in Shape Space.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

2009
Evaluating Neural Interaction in Motor Cortex During Reach-to-Grasp Task from the Spike Train Data.
Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009

Segmentation and Tracking of Coronary Artery Using Graph-Cut in CT Angiographic.
Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009

2007
Providing Personalized Services for HWME System by Item-Based Collaborative Filtering.
Proceedings of the Intelligence and Security Informatics, Pacific Asia Workshop, 2007

2006
Cyberspace Community Analysis and Simulation Using Complex Dynamic Social Networks.
Proceedings of the Intelligence and Security Informatics, International Workshop, 2006

CWME: A Framework of Group Support System for Emergency Responses.
Proceedings of the Intelligence and Security Informatics, 2006

Robust Partial Volume Segmentation with Bias Field Correction in Brain MRI.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

2005
A New Interactive Segmentation Scheme Based on Fuzzy Affinity and Live-Wire.
Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005

The design and implementation of a novel platform for medical data visualization.
Proceedings of the Ninth International Conference on Computer Supported Cooperative Work in Design, 2005

2003
Points based reconstruction and rendering of 3D shapes from large volume dataset.
Proceedings of the Medical Imaging 2003: Visualization, 2003

New continuous level-of-detail algorithm and its application in virtual endoscopy.
Proceedings of the Medical Imaging 2003: Visualization, 2003

2002
Improved MSEL and its Medical Application.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

A New Mesh Simplification Algorithm Combining Half-Edge Data Structure with Modified Quadric Error Metric.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

A New 3D Surface Reconstruction Method and its Application in Industrial CT.
Proceedings of the Seventh International Conference on CSCW in Design, 2002

2001
A New Fast Surface Generation Scheme and Its Application in Medical Image.
Proceedings of the IASTED International Conference on Visualization, 2001


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