Huiguang He

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 101

Top Venues

Publications

Yizhuo Lu, Changde Du, Chong Wang, Xuanliu Zhu, Liuyun Jiang, Huiguang He
Animate Your Thoughts: Decoupled Reconstruction of Dynamic Natural Vision from Slow Brain Activity. CoRR (2024)
Xiaoyu Chen, Changde Du, Che Liu, Yizhe Wang, Huiguang He
Open-vocabulary Auditory Neural Decoding Using fMRI-prompted LLM. CoRR (2024)
Kaicheng Fu, Changde Du, Shengpei Wang, Huiguang He
Multi-View Multi-Label Fine-Grained Emotion Decoding From Human Brain Activity. IEEE Trans. Neural Networks Learn. Syst. 35 (7) (2024)
Che Liu, Changde Du, Xiaoyu Chen, Huiguang He
Reverse the auditory processing pathway: Coarse-to-fine audio reconstruction from fMRI. CoRR (2024)
Xujin Li, Wei Wei, Shuang Qiu, Huiguang He
A Temporal-Spectral Fusion Transformer with Subject-specific Adapter for Enhancing RSVP-BCI Decoding. CoRR (2024)
Zhongyu Huang, Yingheng Wang, Chaozhuo Li, Huiguang He
Growing Like a Tree: Finding Trunks From Graph Skeleton Trees. IEEE Trans. Pattern Anal. Mach. Intell. 46 (5) (2024)
Qiongyi Zhou, Changde Du, Shengpei Wang, Huiguang He
CLIP-MUSED: CLIP-Guided Multi-Subject Visual Neural Information Semantic Decoding. CoRR (2024)
Changde Du, Kaicheng Fu, Bincheng Wen, Yi Sun, Jie Peng, Wei Wei, Ying Gao, Shengpei Wang, Chuncheng Zhang, Jinpeng Li, Shuang Qiu, Le Chang, Huiguang He
Human-like object concept representations emerge naturally in multimodal large language models. CoRR (2024)
Kaicheng Fu, Changde Du, Xiaoyu Chen, Jie Peng, Huiguang He
Multi-label Class Incremental Emotion Decoding with Augmented Emotional Semantics Learning. CoRR (2024)
Qiongyi Zhou, Changde Du, Shengpei Wang, Huiguang He
CLIP-MUSED: CLIP-Guided Multi-Subject Visual Neural Information Semantic Decoding. ICLR (2024)
Ming Jin, Changde Du, Huiguang He, Ting Cai, Jinpeng Li
PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition. IEEE Trans. Multim. 26 (2024)
Yizhuo Lu, Changde Du, Dianpeng Wang, Huiguang He
MindDiffuser: Controlled Image Reconstruction from Human Brain Activity with Semantic and Structural Diffusion. CoRR (2023)
Zhongyu Huang, Changde Du, Yingheng Wang, Kaicheng Fu, Huiguang He
Graph-Enhanced Emotion Neural Decoding. IEEE Trans. Medical Imaging 42 (8) (2023)
Xiaoyu Chen, Changde Du, Qiongyi Zhou, Huiguang He
Auditory Attention Decoding with Task-Related Multi-View Contrastive Learning. CoRR (2023)
Qiongyi Zhou, Changde Du, Dan Li, Haibao Wang, Jian K. Liu, Huiguang He
Neural Encoding and Decoding With a Flow-Based Invertible Generative Model. IEEE Trans. Cogn. Dev. Syst. 15 (2) (2023)
Jiayu Mao, Shuang Qiu, Wei Wei, Huiguang He
Cross-modal guiding and reweighting network for multi-modal RSVP-based target detection. Neural Networks 161 (2023)
Yukun Zhang, Shuang Qiu, Wei Wei, Xuelin Ma, Huiguang He
Dynamic Weighted Filter Bank Domain Adaptation for Motor Imagery Brain-Computer Interfaces. IEEE Trans. Cogn. Dev. Syst. 15 (3) (2023)
Yizhuo Lu, Changde Du, Qiongyi Zhou, Dianpeng Wang, Huiguang He
MindDiffuser: Controlled Image Reconstruction from Human Brain Activity with Semantic and Structural Diffusion. CoRR (2023)
Kangning Wang, Shuang Qiu, Wei Wei, Yukun Zhang, Shengpei Wang, Huiguang He, Minpeng Xu, Tzyy-Ping Jung, Dong Ming
A multimodal approach to estimating vigilance in SSVEP-based BCI. Expert Syst. Appl. 225 (2023)
Xiaoyu Chen, Changde Du, Qiongyi Zhou, Huiguang He
Auditory Attention Decoding with Task-Related Multi-View Contrastive Learning. ACM Multimedia (2023)
Changkai Ji, Changde Du, Qing Zhang, Sheng Wang, Chong Ma, Jiaming Xie, Yan Zhou, Huiguang He, Dinggang Shen
Mammo-Net: Integrating Gaze Supervision and Interactive Information in Multi-view Mammogram Classification. MICCAI (7) (2023)
Che Liu, Changde Du, Huiguang He
RoBrain: Towards Robust Brain-to-Image Reconstruction via Cross-Domain Contrastive Learning. ICONIP (3) (2023)
Ming Jin, Enwei Zhu, Changde Du, Huiguang He, Jinpeng Li
PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition. CoRR (2023)
Yizhuo Lu, Changde Du, Qiongyi Zhou, Dianpeng Wang, Huiguang He
MindDiffuser: Controlled Image Reconstruction from Human Brain Activity with Semantic and Structural Diffusion. ACM Multimedia (2023)
Changde Du, Kaicheng Fu, Jinpeng Li, Huiguang He
Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features. IEEE Trans. Pattern Anal. Mach. Intell. 45 (9) (2023)
Kangning Wang, Shuang Qiu, Wei Wei, Ying Gao, Huiguang He, Minpeng Xu, Dong Ming
A Fine-Grained Domain Adaptation Method for Cross-Session Vigilance Estimation in SSVEP-Based BCI. ICONIP (3) (2023)
Zhunan Li, Enwei Zhu, Ming Jin, Cunhang Fan, Huiguang He, Ting Cai, Jinpeng Li
Dynamic Domain Adaptation for Class-Aware Cross-Subject and Cross-Session EEG Emotion Recognition. IEEE J. Biomed. Health Informatics 26 (12) (2022)
Qiongyi Zhou, Changde Du, Huiguang He
Exploring the Brain-like Properties of Deep Neural Networks: A Neural Encoding Perspective. Int. J. Autom. Comput. 19 (5) (2022)
Xujin Li, Shuang Qiu, Wei Wei, Huiguang He
A Zero-Training Method for RSVP-Based Brain Computer Interface. PRCV (2) (2022)
Yixin Wang, Shuang Qiu, Dan Li, Changde Du, Bao-Liang Lu, Huiguang He
Multi-Modal Domain Adaptation Variational Autoencoder for EEG-Based Emotion Recognition. IEEE CAA J. Autom. Sinica 9 (9) (2022)
Zhongyu Huang, Yingheng Wang, Chaozhuo Li, Huiguang He
Going Deeper into Permutation-Sensitive Graph Neural Networks. CoRR (2022)
Zhongyu Huang, Yingheng Wang, Chaozhuo Li, Huiguang He
Going Deeper into Permutation-Sensitive Graph Neural Networks. ICML (2022)
Zhiqiang Chen, Ting-Bing Xu, Jinpeng Li, Huiguang He
Sharing Weights in Shallow Layers via Rotation Group Equivariant Convolutions. Int. J. Autom. Comput. 19 (2) (2022)
Changde Du, Kaicheng Fu, Jinpeng Li, Huiguang He
Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features. CoRR (2022)
Xinyu Cheng, Wei Wei, Changde Du, Shuang Qiu, Sanli Tian, Xiaojun Ma, Huiguang He
VigilanceNet: Decouple Intra- and Inter-Modality Learning for Multimodal Vigilance Estimation in RSVP-Based BCI. ACM Multimedia (2022)
Haoyu Lu, Qiongyi Zhou, Nanyi Fei, Zhiwu Lu, Mingyu Ding, Jingyuan Wen, Changde Du, Xin Zhao, Hao Sun, Huiguang He, Ji-Rong Wen
Multimodal foundation models are better simulators of the human brain. CoRR (2022)
Dan Li, Changde Du, Haibao Wang, Qiongyi Zhou, Huiguang He
Deep Modality Assistance Co-Training Network for Semi-Supervised Multi-Label Semantic Decoding. IEEE Trans. Multim. 24 (2022)
Xujin Li, Wei Wei, Shuang Qiu, Huiguang He
TFF-Former: Temporal-Frequency Fusion Transformer for Zero-training Decoding of Two BCI Tasks. ACM Multimedia (2022)
Jiahua Xu, Mircea Ariel Schoenfeld, Paolo M. Rossini, Turgut Tatlisumak, Andreas Nürnberger, Andrea Antal, Huiguang He, Ying Gao, Bernhard A. Sabel
Adaptive and Maladaptive Brain Functional Network Reorganization After Stroke in Hemianopia Patients: An Electroencephalogram-Tracking Study. Brain Connect. 12 (8) (2022)
Changde Du, Changying Du, Lijie Huang, Haibao Wang, Huiguang He
Structured Neural Decoding With Multitask Transfer Learning of Deep Neural Network Representations. IEEE Trans. Neural Networks Learn. Syst. 33 (2) (2022)
Kaicheng Fu, Changde Du, Shengpei Wang, Huiguang He
Multi-view Multi-label Fine-grained Emotion Decoding from Human Brain Activity. CoRR (2022)
Zhongyu Huang, Changde Du, Yingheng Wang, Huiguang He
Graph Emotion Decoding from Visually Evoked Neural Responses. MICCAI (8) (2022)
Haibao Wang, Lijie Huang, Changde Du, Dan Li, Bo Wang, Huiguang He
Neural Encoding for Human Visual Cortex With Deep Neural Networks Learning "What" and "Where". IEEE Trans. Cogn. Dev. Syst. 13 (4) (2021)
Bo Wang, Wei Wei, Shuang Qiu, Shengpei Wang, Dan Li, Huiguang He
Boundary Aware U-Net for Retinal Layers Segmentation in Optical Coherence Tomography Images. IEEE J. Biomed. Health Informatics 25 (8) (2021)
Zhiqiang Chen, Ting-Bing Xu, Weijian Liao, Zhengcheng Li, Jinpeng Li, Cheng-Lin Liu, Huiguang He
SNAP: Shaping neural architectures progressively via information density criterion. Pattern Recognit. 116 (2021)
Moein Radman, Ali Chaibakhsh, Nader Nariman-Zadeh, Huiguang He
Feature fusion for improving performance of motor imagery brain-computer interface system. Biomed. Signal Process. Control. 68 (2021)
Bo Wang, Shengpei Wang, Shuang Qiu, Wei Wei, Haibao Wang, Huiguang He
CSU-Net: A Context Spatial U-Net for Accurate Blood Vessel Segmentation in Fundus Images. IEEE J. Biomed. Health Informatics 25 (4) (2021)
Dan Li, Changde Du, Shengpei Wang, Haibao Wang, Huiguang He
Multi-subject data augmentation for target subject semantic decoding with deep multi-view adversarial learning. Inf. Sci. 547 (2021)
Xinyi Zhang, Shuang Qiu, Minghao Geng, Huiguang He
Enhancing Detection of SSVEPs for High-Speed Brain-Computer Interface with a Siamese Architecture. BIBM (2021)
Jinpeng Li, Gangming Zhao, Yaling Tao, Penghua Zhai, Hao Chen, Huiguang He, Ting Cai
Multi-task contrastive learning for automatic CT and X-ray diagnosis of COVID-19. Pattern Recognit. 114 (2021)
Zhiqiang Chen, Ting-Bing Xu, Changde Du, Cheng-Lin Liu, Huiguang He
Dynamical Channel Pruning by Conditional Accuracy Change for Deep Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 32 (2) (2021)
Changde Du, Changying Du, Huiguang He
Multimodal deep generative adversarial models for scalable doubly semi-supervised learning. Inf. Fusion 68 (2021)
Chuncheng Zhang, Shuang Qiu, Shengpei Wang, Huiguang He
Target Detection Using Ternary Classification During a Rapid Serial Visual Presentation Task Using Magnetoencephalography Data. Frontiers Comput. Neurosci. 15 (2021)
Jiayu Mao, Shuang Qiu, Dan Li, Wei Wei, Huiguang He
A Cross-Modal Guiding and Fusion Method for Multi-Modal RSVP-based Image Retrieval. IJCNN (2021)
Kangning Wang, Shuang Qiu, Wei Wei, Chuncheng Zhang, Huiguang He, Minpeng Xu, Dong Ming
Vigilance Estimating in SSVEP-Based BCI Using Multimodal Signals. EMBC (2021)
Yukun Zhang, Shuang Qiu, Wei Wei, Xuelin Ma, Huiguang He
Filter Bank Adversarial Domain Adaptation For Motor Imagery Brain Computer Interface. IJCNN (2021)
Yixin Wang, Shuang Qiu, Xuelin Ma, Huiguang He
A prototype-based SPD matrix network for domain adaptation EEG emotion recognition. Pattern Recognit. 110 (2021)
Hao Chen, Ming Jin, Zhunan Li, Cunhang Fan, Jinpeng Li, Huiguang He
MS-MDA: Multisource Marginal Distribution Adaptation for Cross-subject and Cross-session EEG Emotion Recognition. CoRR (2021)
Baolian Qi, Gangming Zhao, Xin Wei, Chaowei Fang, Chengwei Pan, Jinpeng Li, Huiguang He, Licheng Jiao
GREN: Graph-Regularized Embedding Network for Weakly-Supervised Disease Localization in X-ray images. CoRR (2021)
Penghua Zhai, Huaiwei Cong, Gangming Zhao, Chaowei Fang, Jinpeng Li, Ting Cai, Huiguang He
MVCNet: Multiview Contrastive Network for Unsupervised Representation Learning for 3D CT Lesions. CoRR (2021)
Dan Li, Changde Du, Huiguang He
Semi-supervised cross-modal image generation with generative adversarial networks. Pattern Recognit. 100 (2020)
Shuang Qiu, Shengpei Wang, Weibo Yi, Chuncheng Zhang, Huiguang He
Changes of resting-state EEG microstates induced by low-frequency repetitive transcranial magnetic stimulation. EMBC (2020)
Jinpeng Li, Shuang Qiu, Yuan-Yuan Shen, Cheng-Lin Liu, Huiguang He
Multisource Transfer Learning for Cross-Subject EEG Emotion Recognition. IEEE Trans. Cybern. 50 (7) (2020)
Jiezhen Xing, Shuang Qiu, Xuelin Ma, Chenyao Wu, Jinpeng Li, Shengpei Wang, Huiguang He
A CNN-based comparing network for the detection of steady-state visual evoked potential responses. Neurocomputing 403 (2020)
Qiongyi Zhou, Changde Du, Dan Li, Haibao Wang, Jian K. Liu, Huiguang He
Simultaneous Neural Spike Encoding and Decoding Based on Cross-modal Dual Deep Generative Model. IJCNN (2020)
Chuncheng Zhang, Shuang Qiu, Shengpei Wang, Wei Wei, Huiguang He
Temporal Dynamics on Decoding Target Stimuli in Rapid Serial Visual Presentation using Magnetoencephalography. EMBC (2020)
Changde Du, Changying Du, Lijie Huang, Huiguang He
Conditional Generative Neural Decoding with Structured CNN Feature Prediction. AAAI (2020)
Jinpeng Li, Shuang Qiu, Changde Du, Yixin Wang, Huiguang He
Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity. IEEE Trans. Cogn. Dev. Syst. 12 (2) (2020)
Wei Wei, Shuang Qiu, Xuelin Ma, Dan Li, Chuncheng Zhang, Huiguang He
. EMBC (2020)
Longwei Fang, Zuowei Wang, Zhiqiang Chen, Fengzeng Jian, Shuo Li, Huiguang He
3D shape reconstruction of lumbar vertebra from two X-ray images and a CT model. IEEE CAA J. Autom. Sinica 7 (4) (2020)
Chenyao Wu, Shuang Qiu, Jiezhen Xing, Huiguang He
A CNN-based compare network for classification of SSVEPs in human walking. EMBC (2020)
Changde Du, Changying Du, Huiguang He
Doubly Semi-Supervised Multimodal Adversarial Learning for Classification, Generation and Retrieval. ICME (2019)
Changde Du, Changying Du, Lijie Huang, Huiguang He
Reconstructing Perceived Images From Human Brain Activities With Bayesian Deep Multiview Learning. IEEE Trans. Neural Networks Learn. Syst. 30 (8) (2019)
Yixin Wang, Shuang Qiu, Jinpeng Li, Xuelin Ma, Zhiyue Liang, Hui Li, Huiguang He
EEG-Based Emotion Recognition with Similarity Learning Network. EMBC (2019)
Haibao Wang, Lijie Huang, Changde Du, Huiguang He
Learning "What" and "Where": An Interpretable Neural Encoding Model. IJCNN (2019)
Jiezhen Xing, Shuang Qiu, Chenyao Wu, Xuelin Ma, Jinpeng Li, Huiguang He
A comparing network for the classification of steady-state visual evoked potential responses based on convolutional neural network. CIVEMSA (2019)
Shuang Qiu, Shengpei Wang, Weibo Yi, Chuncheng Zhang, Huiguang He
The lasting effects of 1Hz repetitive transcranial magnetic stimulation on resting state EEG in healthy subjects. EMBC (2019)
Yixin Wang, Shuang Qiu, Chen Zhao, Weijie Yang, Jinpeng Li, Xuelin Ma, Huiguang He
EEG-Based Emotion Recognition with Prototype-Based Data Representation. EMBC (2019)
Bo Wang, Shuang Qiu, Huiguang He
Dual Encoding U-Net for Retinal Vessel Segmentation. MICCAI (1) (2019)
Longwei Fang, Lichi Zhang, Dong Nie, Xiaohuan Cao, Islem Rekik, Seong-Whan Lee, Huiguang He, Dinggang Shen
Automatic brain labeling via multi-atlas guided fully convolutional networks. Medical Image Anal. 51 (2019)
Jinpeng Li, Zhaoxiang Zhang, Huiguang He
Hierarchical Convolutional Neural Networks for EEG-Based Emotion Recognition. Cogn. Comput. 10 (2) (2018)
Hongwei Wen, Yue Liu, Jishui Zhang, Yun Peng, Huiguang He
Altered structural-functional coupling of large-scale brain networks in early Tourette syndrome children. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2018)
Changde Du, Changying Du, Hao Wang, Jinpeng Li, Wei-Long Zheng, Bao-Liang Lu, Huiguang He
Semi-supervised Deep Generative Modelling of Incomplete Multi-Modality Emotional Data. ACM Multimedia (2018)
Changde Du, Changying Du, Hao Wang, Jinpeng Li, Wei-Long Zheng, Bao-Liang Lu, Huiguang He
Semi-supervised Deep Generative Modelling of Incomplete Multi-Modality Emotional Data. CoRR (2018)
Xuelin Ma, Shuang Qiu, Yuxing Zhang, Xiaoqin Lian, Huiguang He
Predicting Epileptic Seizures from Intracranial EEG Using LSTM-Based Multi-task Learning. PRCV (2) (2018)
Dan Li, Changde Du, Lijie Huang, Zhiqiang Chen, Huiguang He
Multi-label Semantic Decoding from Human Brain Activity. ICPR (2018)
Xuelin Ma, Shuang Qiu, Changde Du, Jiezhen Xing, Huiguang He
Improving EEG-Based Motor Imagery Classification via Spatial and Temporal Recurrent Neural Networks. EMBC (2018)
Zhiqiang Chen, Changde Du, Lijie Huang, Dan Li, Huiguang He
Improving Image Classification Performance with Automatically Hierarchical Label Clustering. ICPR (2018)
Hongwei Wen, Yue Liu, Islem Rekik, Shengpei Wang, Zhiqiang Chen, Jishui Zhang, Yue Zhang, Yun Peng, Huiguang He
Multi-modal multiple kernel learning for accurate identification of Tourette syndrome children. Pattern Recognit. 63 (2017)
Longwei Fang, Lichi Zhang, Dong Nie, Xiaohuan Cao, Khosro Bahrami, Huiguang He, Dinggang Shen
Brain Image Labeling Using Multi-atlas Guided 3D Fully Convolutional Networks. Patch-MI@MICCAI (2017)
Hongwei Wen, Yue Liu, Shengpei Wang, Jishui Zhang, Yun Peng, Huiguang He
Diffusion tractography and graph theory analysis reveal the disrupted rich-club organization of white matter structural networks in early Tourette Syndrome children. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2017)
Changde Du, Changying Du, Jinpeng Li, Wei-Long Zheng, Bao-Liang Lu, Huiguang He
Semi-supervised Bayesian Deep Multi-modal Emotion Recognition. CoRR (2017)
Hongwei Wen, Yue Liu, Shengpei Wang, Zuoyong Li, Jishui Zhang, Yun Peng, Huiguang He
Multi-threshold white matter structural networks fusion for accurate diagnosis of Tourette syndrome children. Medical Imaging: Computer-Aided Diagnosis (2017)
Changde Du, Changying Du, Huiguang He
Sharing deep generative representation for perceived image reconstruction from human brain activity. IJCNN (2017)
Changde Du, Changying Du, Huiguang He
Sharing deep generative representation for perceived image reconstruction from human brain activity. CoRR (2017)
Hongwei Wen, Yue Liu, Jieqiong Wang, Jishui Zhang, Yun Peng, Huiguang He
A diagnosis model for early Tourette syndrome children based on brain structural network characteristics. Medical Imaging: Computer-Aided Diagnosis (2016)
Jinpeng Li, Zhaoxiang Zhang, Huiguang He
Implementation of EEG Emotion Recognition System Based on Hierarchical Convolutional Neural Networks. BICS (2016)
Jinpeng Li, Zhaoxiang Zhang, Huiguang He
Visual Information Processing Mechanism Revealed by fMRI Data. BIH (2016)
Longwei Fang, Zuowei Wang, Zhiqiang Chen, Fengzeng Jian, Huiguang He
Reconstruction of 3D Lumvar Vertebra from Two X-ray Images Based on 2D/3D Registration. CSI@MICCAI (2016)
Peng Zhou, Jieqiong Wang, Ting Li, Ningli Wang, Junfang Xian, Huiguang He
Abnormal interhemispheric resting-state functional connectivity in primary open-angle glaucoma. EMBC (2016)

Huiguang He.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Huiguang He