Huiguang He
Orcid: 0000-0002-0684-1711
According to our database1,
Huiguang He
authored at least 119 papers
between 2001 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
IEEE Trans. Neural Networks Learn. Syst., July, 2024
IEEE Trans. Pattern Anal. Mach. Intell., May, 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
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
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
Expert Syst. Appl., September, 2023
Cross-modal guiding and reweighting network for multi-modal RSVP-based target detection.
Neural Networks, April, 2023
IEEE Trans. Cogn. Dev. Syst., 2023
MindDiffuser: Controlled Image Reconstruction from Human Brain Activity with Semantic and Structural Diffusion.
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
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
Int. J. Autom. Comput., 2022
Multi-Modal Domain Adaptation Variational Autoencoder for EEG-Based Emotion Recognition.
IEEE CAA J. Autom. Sinica, 2022
Adaptive and Maladaptive Brain Functional Network Reorganization After Stroke in Hemianopia Patients: An Electroencephalogram-Tracking Study.
Brain Connect., 2022
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
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the Integrating Artificial Intelligence and IoT for Advanced Health Informatics, 2022
2021
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
Pattern Recognit., 2021
Pattern Recognit., 2021
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
Proceedings of the International Joint Conference on Neural Networks, 2021
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
IEEE Trans. Cybern., 2020
Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity.
IEEE Trans. Cogn. Dev. Syst., 2020
Pattern Recognit., 2020
A CNN-based comparing network for the detection of steady-state visual evoked potential responses.
Neurocomputing, 2020
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
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
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
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
Medical Image Anal., 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
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
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
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
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
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
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
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
2014
Medical Biol. Eng. Comput., 2014
2013
Mach. Vis. Appl., 2013
Comput. Vis. Image Underst., 2013
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
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
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
NeuroImage, 2010
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
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
Proceedings of the Intelligence and Security Informatics, International Workshop, 2006
Proceedings of the Intelligence and Security Informatics, 2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
2005
Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005
Proceedings of the Ninth International Conference on Computer Supported Cooperative Work in Design, 2005
2003
Proceedings of the Medical Imaging 2003: Visualization, 2003
Proceedings of the Medical Imaging 2003: Visualization, 2003
2002
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
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