A New Fast Surface Generation Scheme and Its Application in Medical Image. - Huiguang He; Jie Tian 001; Mingchang Zhao; Hua Yang (VIIP, 2001)

A New 3D Surface Reconstruction Method and its Application in Industrial CT. - Mingchang Zhao; Jie Tian 001; Huiguang He; Guangming Li (CSCWD, 2002)

A New Mesh Simplification Algorithm Combining Half-Edge Data Structure with Modified Quadric Error Metric. - Guangming Li; Jie Tian 001; Mingchang Zhao; Huiguang He; Xiaopeng Zhang 001 (ICPR (2), 2002)

Improved MSEL and its Medical Application. - Huiguang He; Jie Tian 001; Jing Wang; Hong Chen; X. P. Zhang (ICPR (2), 2002)

New continuous level-of-detail algorithm and its application in virtual endoscopy. - Huiguang He; Jie Tian 001; Mingchang Zhao; Guangming Li; Xiaopeng Zhang 001 (Image-Guided Procedures, 2003)

Points based reconstruction and rendering of 3D shapes from large volume dataset. - Mingchang Zhao; Jie Tian 001; Huiguang He; Guangming Li (Image-Guided Procedures, 2003)

The design and implementation of a novel platform for medical data visualization. - Jian Xue; Jie Tian 001; Mingchang Zhao; Huiguang He (CSCWD (2), 2005)

A New Interactive Segmentation Scheme Based on Fuzzy Affinity and Live-Wire. - Huiguang He; Jie Tian 001; Yao Lin; Ke Lu (FSKD (1), 2005)

Robust Partial Volume Segmentation with Bias Field Correction in Brain MRI. - Huiguang He; Bin Lv; Ke Lu (ICPR (2), 2006)

CWME: A Framework of Group Support System for Emergency Responses. - Yaodong Li; Huiguang He; Baihua Xiao; Chunheng Wang; Feiyue Wang 001 (ISI, 2006)

Cyberspace Community Analysis and Simulation Using Complex Dynamic Social Networks. - Baihua Xiao; Huiguang He; Yaodong Li; Chunheng Wang (WISI, 2006)

Providing Personalized Services for HWME System by Item-Based Collaborative Filtering. - Qiudan Li; Yaodong Li; Huiguang He; Guanggang Geng; Yuanping Zhu; Chunheng Wang (PAISI, 2007)

Segmentation and Tracking of Coronary Artery Using Graph-Cut in CT Angiographic. - Meng Li; Huiguang He; Jianhua Yi; Bin Lv; Mingchang Zhao (BMEI, 2009)

Evaluating Neural Interaction in Motor Cortex During Reach-to-Grasp Task from the Spike Train Data. - Bin Lv; Dong Sang; Huiguang He; Feiyue Wang 001; Jiping He (BMEI, 2009)

Comparative Analysis of Quasi-Conformal Deformations in Shape Space. - Vahid Taimouri; Huiguang He; Jing Hua 001 (MICCAI (3), 2010)

Gender consistency and difference in healthy adults revealed by cortical thickness. - Bin Lv; Jing Li 097; Huiguang He; Meng Li; Mingchang Zhao; Likun Ai; Fei Yan; Junfang Xian; Zhenchang Wang (NeuroImage, 2010)

Analysis of neural interaction during adaptation of reach-to-grasp task under perturbation with Bayesian networks. - Dong Sang; Bin Lv; Huiguang He; Feiyue Wang 001; Jiping He (BMEI, 2011)

Network-Based Classification Using Cortical Thickness of AD Patients. - Dai Dai; Huiguang He; Joshua T. Vogelstein; Zengguang Hou (MLMI, 2011)

Analyzing Neural Interaction Characteristics in a Monkey's Motor Cortex during Reach-to-Grasp Tasks. - Dong Sang; Bin Lv; Huiguang He; Ding Wen; Jiping He (IEEE Intell. Syst., 2011)

Human Age Estimation with Surface-Based Features from MRI Images. - Jieqiong Wang; Dai Dai; Meng Li; Jing Hua 001; Huiguang He (MLMI, 2012)

Evaluation of Multiple Voxel-Based Morphometry Approaches and Applications in the Analysis of White Matter Changes in Temporal Lobe Epilepsy. - Wenjing Li; Huiguang He; Jingjing Lu; Bin Lv; Meng Li; Zhengyu Jin (AE-CAI, 2013)

Shape manifold regression with spherical harmonics for hippocampus shape analysis. - Xuejiao Chen; Wenjing Li; Jing Hua 001; Xiaopeng Zhang 001; Huiguang He (Image Processing, 2013)

Ricci flow-based spherical parameterization and surface registration. - X. Chen; Huiguang He; Guangyu Zou; Xiaopeng Zhang 001; Xianfeng Gu; Jing Hua 001 (Comput. Vis. Image Underst., 2013)

Accurate prediction of AD patients using cortical thickness networks. - Dai Dai; Huiguang He; Joshua T. Vogelstein; Zengguang Hou (Mach. Vis. Appl., 2013)

Age estimation using cortical surface pattern combining thickness with curvatures. - Jieqiong Wang; Wenjing Li; Wen Miao; Dai Dai; Jing Hua 001; Huiguang He (Medical Biol. Eng. Comput., 2014)

Spherical volume-preserving Demons registration. - Xuejiao Chen; Jiaxi Hu; Huiguang He; Jing Hua 001 (Comput. Aided Des., 2015)

Implementation of EEG Emotion Recognition System Based on Hierarchical Convolutional Neural Networks. - Jinpeng Li 002; Zhaoxiang Zhang 001; Huiguang He (BICS, 2016)

Visual Information Processing Mechanism Revealed by fMRI Data. - Jinpeng Li 002; Zhaoxiang Zhang 001; Huiguang He (BIH, 2016)

Abnormal interhemispheric resting-state functional connectivity in primary open-angle glaucoma. - Peng Zhou; Jieqiong Wang; Ting Li; Ningli Wang; Junfang Xian; Huiguang He (EMBC, 2016)

Using support vector machines with tract-based spatial statistics for automated classification of Tourette syndrome children. - Hongwei Wen; Yue Liu; Jieqiong Wang; Jishui Zhang; Yun Peng 005; Huiguang He (Computer-Aided Diagnosis, 2016)

A diagnosis model for early Tourette syndrome children based on brain structural network characteristics. - Hongwei Wen; Yue Liu; Jieqiong Wang; Jishui Zhang; Yun Peng 005; Huiguang He (Computer-Aided Diagnosis, 2016)

Reconstruction of 3D Lumvar Vertebra from Two X-ray Images Based on 2D/3D Registration. - Longwei Fang; Zuowei Wang; Zhiqiang Chen; Fengzeng Jian; Huiguang He (CSI@MICCAI, 2016)

Sharing deep generative representation for perceived image reconstruction from human brain activity. - Changde Du; Changying Du; Huiguang He (IJCNN, 2017)

Diffusion tractography and graph theory analysis reveal the disrupted rich-club organization of white matter structural networks in early Tourette Syndrome children. - Hongwei Wen; Yue Liu; Shengpei Wang; Jishui Zhang; Yun Peng 005; Huiguang He (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2017)

Multi-threshold white matter structural networks fusion for accurate diagnosis of Tourette syndrome children. - Hongwei Wen; Yue Liu; Shengpei Wang; Zuoyong Li; Jishui Zhang; Yun Peng 005; Huiguang He (Computer-Aided Diagnosis, 2017)

Brain Image Labeling Using Multi-atlas Guided 3D Fully Convolutional Networks. - Longwei Fang; Lichi Zhang; Dong Nie; Xiaohuan Cao; Khosro Bahrami; Huiguang He; Dinggang Shen (Patch-MI@MICCAI, 2017)

Semi-supervised Bayesian Deep Multi-modal Emotion Recognition. - Changde Du; Changying Du; Jinpeng Li 002; Wei-Long Zheng; Bao-Liang Lu; Huiguang He (CoRR, 2017)

Multi-modal multiple kernel learning for accurate identification of Tourette syndrome children. - Hongwei Wen; Yue Liu; Islem Rekik; Shengpei Wang; Zhiqiang Chen; Jishui Zhang; Yue Zhang; Yun Peng 005; Huiguang He (Pattern Recognit., 2017)

Improving EEG-Based Motor Imagery Classification via Spatial and Temporal Recurrent Neural Networks. - Xuelin Ma; Shuang Qiu 002; Changde Du; Jiezhen Xing; Huiguang He (EMBC, 2018)

Improving Image Classification Performance with Automatically Hierarchical Label Clustering. - Zhiqiang Chen; Changde Du; Lijie Huang; Dan Li; Huiguang He (ICPR, 2018)

Multi-label Semantic Decoding from Human Brain Activity. - Dan Li; Changde Du; Lijie Huang; Zhiqiang Chen; Huiguang He (ICPR, 2018)

Altered structural-functional coupling of large-scale brain networks in early Tourette syndrome children. - Hongwei Wen; Yue Liu; Jishui Zhang; Yun Peng 005; Huiguang He (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2018)

Semi-supervised Deep Generative Modelling of Incomplete Multi-Modality Emotional Data. - Changde Du; Changying Du; Hao Wang 005; Jinpeng Li 002; Wei-Long Zheng; Bao-Liang Lu; Huiguang He (ACM Multimedia, 2018)

Predicting Epileptic Seizures from Intracranial EEG Using LSTM-Based Multi-task Learning. - Xuelin Ma; Shuang Qiu 002; Yuxing Zhang; Xiaoqin Lian; Huiguang He (PRCV (2), 2018)

Hierarchical Convolutional Neural Networks for EEG-Based Emotion Recognition. - Jinpeng Li 002; Zhaoxiang Zhang 001; Huiguang He (Cogn. Comput., 2018)

A comparing network for the classification of steady-state visual evoked potential responses based on convolutional neural network. - Jiezhen Xing; Shuang Qiu 002; Chenyao Wu; Xuelin Ma; Jinpeng Li 002; Huiguang He (CIVEMSA, 2019)

The lasting effects of 1Hz repetitive transcranial magnetic stimulation on resting state EEG in healthy subjects. - Shuang Qiu 002; Shengpei Wang; Weibo Yi; Chuncheng Zhang; Huiguang He (EMBC, 2019)

EEG-Based Emotion Recognition with Similarity Learning Network. - Yixin Wang; Shuang Qiu 002; Jinpeng Li 002; Xuelin Ma; Zhiyue Liang; Hui Li; Huiguang He (EMBC, 2019)

EEG-Based Emotion Recognition with Prototype-Based Data Representation. - Yixin Wang; Shuang Qiu 002; Chen Zhao; Weijie Yang; Jinpeng Li 002; Xuelin Ma; Huiguang He (EMBC, 2019)

Doubly Semi-Supervised Multimodal Adversarial Learning for Classification, Generation and Retrieval. - Changde Du; Changying Du; Huiguang He (ICME, 2019)

Learning "What" and "Where": An Interpretable Neural Encoding Model. - Haibao Wang; Lijie Huang; Changde Du; Huiguang He (IJCNN, 2019)

Dual Encoding U-Net for Retinal Vessel Segmentation. - Bo Wang 168; Shuang Qiu 002; Huiguang He (MICCAI (1), 2019)

Automatic brain labeling via multi-atlas guided fully convolutional networks. - Longwei Fang; Lichi Zhang; Dong Nie; Xiaohuan Cao; Islem Rekik; Seong-Whan Lee; Huiguang He; Dinggang Shen (Medical Image Anal., 2019)

Reconstructing Perceived Images From Human Brain Activities With Bayesian Deep Multiview Learning. - Changde Du; Changying Du; Lijie Huang; Huiguang He (IEEE Trans. Neural Networks Learn. Syst., 2019)

Conditional Generative Neural Decoding with Structured CNN Feature Prediction. - Changde Du; Changying Du; Lijie Huang; Huiguang He (AAAI, 2020)

Changes of resting-state EEG microstates induced by low-frequency repetitive transcranial magnetic stimulation. - Shuang Qiu 002; Shengpei Wang; Weibo Yi; Chuncheng Zhang; Huiguang He (EMBC, 2020)

A Transfer Learning Framework for RSVP-based Brain Computer Interface*. - Wei Wei 046; Shuang Qiu 002; Xuelin Ma; Dan Li; Chuncheng Zhang; Huiguang He (EMBC, 2020)

A CNN-based compare network for classification of SSVEPs in human walking. - Chenyao Wu; Shuang Qiu 002; Jiezhen Xing; Huiguang He (EMBC, 2020)

Temporal Dynamics on Decoding Target Stimuli in Rapid Serial Visual Presentation using Magnetoencephalography. - Chuncheng Zhang; Shuang Qiu 002; Shengpei Wang; Wei Wei 046; Huiguang He (EMBC, 2020)

Simultaneous Neural Spike Encoding and Decoding Based on Cross-modal Dual Deep Generative Model. - Qiongyi Zhou; Changde Du; Dan Li; Haibao Wang; Jian K. Liu; Huiguang He (IJCNN, 2020)

3D shape reconstruction of lumbar vertebra from two X-ray images and a CT model. - Longwei Fang; Zuowei Wang; Zhiqiang Chen; Fengzeng Jian; Shuo Li 001; Huiguang He (IEEE CAA J. Autom. Sinica, 2020)

A CNN-based comparing network for the detection of steady-state visual evoked potential responses. - Jiezhen Xing; Shuang Qiu 002; Xuelin Ma; Chenyao Wu; Jinpeng Li 002; Shengpei Wang; Huiguang He (Neurocomputing, 2020)

Semi-supervised cross-modal image generation with generative adversarial networks. - Dan Li; Changde Du; Huiguang He (Pattern Recognit., 2020)

Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity. - Jinpeng Li 002; Shuang Qiu 002; Changde Du; Yixin Wang; Huiguang He (IEEE Trans. Cogn. Dev. Syst., 2020)

Multisource Transfer Learning for Cross-Subject EEG Emotion Recognition. - Jinpeng Li 002; Shuang Qiu 002; Yuan-Yuan Shen; Cheng-Lin Liu 001; Huiguang He (IEEE Trans. Cybern., 2020)

Enhancing Detection of SSVEPs for High-Speed Brain-Computer Interface with a Siamese Architecture. - Xinyi Zhang; Shuang Qiu 002; Minghao Geng; Huiguang He (BIBM, 2021)

Vigilance Estimating in SSVEP-Based BCI Using Multimodal Signals. - Kangning Wang 005; Shuang Qiu 002; Wei Wei 046; Chuncheng Zhang; Huiguang He; Minpeng Xu; Dong Ming (EMBC, 2021)

A Cross-Modal Guiding and Fusion Method for Multi-Modal RSVP-based Image Retrieval. - Jiayu Mao; Shuang Qiu 002; Dan Li; Wei Wei 046; Huiguang He (IJCNN, 2021)

Filter Bank Adversarial Domain Adaptation For Motor Imagery Brain Computer Interface. - Yukun Zhang; Shuang Qiu 002; Wei Wei 046; Xuelin Ma; Huiguang He (IJCNN, 2021)

Feature fusion for improving performance of motor imagery brain-computer interface system. - Moein Radman; Ali Chaibakhsh; Nader Nariman-Zadeh; Huiguang He (Biomed. Signal Process. Control., 2021)

GREN: Graph-Regularized Embedding Network for Weakly-Supervised Disease Localization in X-ray images. - Baolian Qi; Gangming Zhao; Xin Wei; Chaowei Fang; Chengwei Pan; Jinpeng Li 002; Huiguang He; Licheng Jiao (CoRR, 2021)

MS-MDA: Multisource Marginal Distribution Adaptation for Cross-subject and Cross-session EEG Emotion Recognition. - Hao Chen 081; Ming Jin 006; Zhunan Li; Cunhang Fan; Jinpeng Li 002; Huiguang He (CoRR, 2021)

MVCNet: Multiview Contrastive Network for Unsupervised Representation Learning for 3D CT Lesions. - Penghua Zhai; Huaiwei Cong; Gangming Zhao; Chaowei Fang; Jinpeng Li 002; Ting Cai 001; Huiguang He (CoRR, 2021)

Target Detection Using Ternary Classification During a Rapid Serial Visual Presentation Task Using Magnetoencephalography Data. - Chuncheng Zhang; Shuang Qiu 002; Shengpei Wang; Huiguang He (Frontiers Comput. Neurosci., 2021)

Multimodal deep generative adversarial models for scalable doubly semi-supervised learning. - Changde Du; Changying Du; Huiguang He (Inf. Fusion, 2021)

Multi-subject data augmentation for target subject semantic decoding with deep multi-view adversarial learning. - Dan Li; Changde Du; Shengpei Wang; Haibao Wang; Huiguang He (Inf. Sci., 2021)

SNAP: Shaping neural architectures progressively via information density criterion. - Zhiqiang Chen; Ting-Bing Xu; Weijian Liao; Zhengcheng Li; Jinpeng Li 002; Cheng-Lin Liu 001; Huiguang He (Pattern Recognit., 2021)

Multi-task contrastive learning for automatic CT and X-ray diagnosis of COVID-19. - Jinpeng Li 002; Gangming Zhao; Yaling Tao; Penghua Zhai; Hao Chen 081; Huiguang He; Ting Cai 001 (Pattern Recognit., 2021)

A prototype-based SPD matrix network for domain adaptation EEG emotion recognition. - Yixin Wang; Shuang Qiu 002; Xuelin Ma; Huiguang He (Pattern Recognit., 2021)

Neural Encoding for Human Visual Cortex With Deep Neural Networks Learning "What" and "Where". - Haibao Wang; Lijie Huang; Changde Du; Dan Li; Bo Wang 168; Huiguang He (IEEE Trans. Cogn. Dev. Syst., 2021)

Boundary Aware U-Net for Retinal Layers Segmentation in Optical Coherence Tomography Images. - Bo Wang 168; Wei Wei 046; Shuang Qiu 002; Shengpei Wang; Dan Li; Huiguang He (IEEE J. Biomed. Health Informatics, 2021)

CSU-Net: A Context Spatial U-Net for Accurate Blood Vessel Segmentation in Fundus Images. - Bo Wang 168; Shengpei Wang; Shuang Qiu 002; Wei Wei 046; Haibao Wang; Huiguang He (IEEE J. Biomed. Health Informatics, 2021)

Dynamical Channel Pruning by Conditional Accuracy Change for Deep Neural Networks. - Zhiqiang Chen; Ting-Bing Xu; Changde Du; Cheng-Lin Liu 001; Huiguang He (IEEE Trans. Neural Networks Learn. Syst., 2021)

Enhancing EEG-Based Emotion Recognition with Fast Online Instance Transfer. - Hao Chen 081; Huiguang He; Ting Cai 001; Jinpeng Li 002 (Integrating Artificial Intelligence and IoT for Advanced Health Informatics, 2022)

Going Deeper into Permutation-Sensitive Graph Neural Networks. - Zhongyu Huang; Yingheng Wang; Chaozhuo Li; Huiguang He (ICML, 2022)

Graph Emotion Decoding from Visually Evoked Neural Responses. - Zhongyu Huang; Changde Du; Yingheng Wang; Huiguang He (MICCAI (8), 2022)

VigilanceNet: Decouple Intra- and Inter-Modality Learning for Multimodal Vigilance Estimation in RSVP-Based BCI. - Xinyu Cheng; Wei Wei 046; Changde Du; Shuang Qiu 002; Sanli Tian; Xiaojun Ma; Huiguang He (ACM Multimedia, 2022)

TFF-Former: Temporal-Frequency Fusion Transformer for Zero-training Decoding of Two BCI Tasks. - Xujin Li; Wei Wei 046; Shuang Qiu 002; Huiguang He (ACM Multimedia, 2022)

A Zero-Training Method for RSVP-Based Brain Computer Interface. - Xujin Li; Shuang Qiu 002; Wei Wei 046; Huiguang He (PRCV (2), 2022)

Adaptive and Maladaptive Brain Functional Network Reorganization After Stroke in Hemianopia Patients: An Electroencephalogram-Tracking Study. - Jiahua Xu; Mircea Ariel Schoenfeld; Paolo M. Rossini; Turgut Tatlisumak; Andreas Nürnberger; Andrea Antal; Huiguang He; Ying Gao; Bernhard A. Sabel (Brain Connect., 2022)

Multimodal foundation models are better simulators of the human brain. - Haoyu Lu; Qiongyi Zhou; Nanyi Fei; Zhiwu Lu 001; Mingyu Ding; Jingyuan Wen; Changde Du; Xin Zhao 018; Hao Sun 002; Huiguang He; Ji-Rong Wen (CoRR, 2022)

Multi-Modal Domain Adaptation Variational Autoencoder for EEG-Based Emotion Recognition. - Yixin Wang; Shuang Qiu 002; Dan Li; Changde Du; Bao-Liang Lu; Huiguang He (IEEE CAA J. Autom. Sinica, 2022)

Sharing Weights in Shallow Layers via Rotation Group Equivariant Convolutions. - Zhiqiang Chen; Ting-Bing Xu; Jinpeng Li 002; Huiguang He (Int. J. Autom. Comput., 2022)

Exploring the Brain-like Properties of Deep Neural Networks: A Neural Encoding Perspective. - Qiongyi Zhou; Changde Du; Huiguang He (Int. J. Autom. Comput., 2022)

Dynamic Domain Adaptation for Class-Aware Cross-Subject and Cross-Session EEG Emotion Recognition. - Zhunan Li; Enwei Zhu; Ming Jin 006; Cunhang Fan; Huiguang He; Ting Cai 001; Jinpeng Li 002 (IEEE J. Biomed. Health Informatics, 2022)

Deep Modality Assistance Co-Training Network for Semi-Supervised Multi-Label Semantic Decoding. - Dan Li; Changde Du; Haibao Wang; Qiongyi Zhou; Huiguang He (IEEE Trans. Multim., 2022)

Structured Neural Decoding With Multitask Transfer Learning of Deep Neural Network Representations. - Changde Du; Changying Du; Lijie Huang; Haibao Wang; Huiguang He (IEEE Trans. Neural Networks Learn. Syst., 2022)

RoBrain: Towards Robust Brain-to-Image Reconstruction via Cross-Domain Contrastive Learning. - Che Liu; Changde Du; Huiguang He (ICONIP (3), 2023)

A Fine-Grained Domain Adaptation Method for Cross-Session Vigilance Estimation in SSVEP-Based BCI. - Kangning Wang 005; Shuang Qiu 002; Wei Wei 046; Ying Gao; Huiguang He; Minpeng Xu; Dong Ming (ICONIP (3), 2023)

Mammo-Net: Integrating Gaze Supervision and Interactive Information in Multi-view Mammogram Classification. - Changkai Ji; Changde Du; Qing Zhang; Sheng Wang 014; Chong Ma; Jiaming Xie; Yan Zhou; Huiguang He; Dinggang Shen (MICCAI (7), 2023)

Auditory Attention Decoding with Task-Related Multi-View Contrastive Learning. - Xiaoyu Chen; Changde Du; Qiongyi Zhou; Huiguang He (ACM Multimedia, 2023)

MindDiffuser: Controlled Image Reconstruction from Human Brain Activity with Semantic and Structural Diffusion. - Yizhuo Lu; Changde Du; Qiongyi Zhou; Dianpeng Wang; Huiguang He (ACM Multimedia, 2023)

PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition. - Ming Jin 006; Enwei Zhu; Changde Du; Huiguang He; Jinpeng Li 002 (CoRR, 2023)

MindDiffuser: Controlled Image Reconstruction from Human Brain Activity with Semantic and Structural Diffusion. - Yizhuo Lu; Changde Du; Dianpeng Wang; Huiguang He (CoRR, 2023)

Neural Encoding and Decoding With a Flow-Based Invertible Generative Model. - Qiongyi Zhou; Changde Du; Dan Li; Haibao Wang; Jian K. Liu; Huiguang He (IEEE Trans. Cogn. Dev. Syst., 2023)

Graph-Enhanced Emotion Neural Decoding. - Zhongyu Huang; Changde Du; Yingheng Wang; Kaicheng Fu; Huiguang He (IEEE Trans. Medical Imaging, 2023)

Cross-modal guiding and reweighting network for multi-modal RSVP-based target detection. - Jiayu Mao; Shuang Qiu 002; Wei Wei 046; Huiguang He (Neural Networks, 2023)

A multimodal approach to estimating vigilance in SSVEP-based BCI. - Kangning Wang 005; Shuang Qiu 002; Wei Wei 046; Yukun Zhang; Shengpei Wang; Huiguang He; Minpeng Xu; Tzyy-Ping Jung; Dong Ming (Expert Syst. Appl., 2023)

Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features. - Changde Du; Kaicheng Fu; Jinpeng Li 002; Huiguang He (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Dynamic Weighted Filter Bank Domain Adaptation for Motor Imagery Brain-Computer Interfaces. - Yukun Zhang; Shuang Qiu 002; Wei Wei 046; Xuelin Ma; Huiguang He (IEEE Trans. Cogn. Dev. Syst., 2023)

Enhanced long-range communication among large scale brain networks during the pre-microsaccadic period. - Ying Gao; Huiguang He; Bernhard A. Sabel (EMBC, 2024)

Evaluation of EEG and MEG responses during Fine Motor Imagery from the same limb. - Rui Jiang; Shuang Qiu 002; Yu Wang; Chuncheng Zhang; Huiguang He (EMBC, 2024)

CLIP-MUSED: CLIP-Guided Multi-Subject Visual Neural Information Semantic Decoding. - Qiongyi Zhou; Changde Du; Shengpei Wang; Huiguang He (ICLR, 2024)

Animate Your Thoughts: Decoupled Reconstruction of Dynamic Natural Vision from Slow Brain Activity. - Yizhuo Lu; Changde Du; Chong Wang; Xuanliu Zhu; Liuyun Jiang; Huiguang He (CoRR, 2024)

Open-vocabulary Auditory Neural Decoding Using fMRI-prompted LLM. - Xiaoyu Chen; Changde Du; Che Liu; Yizhe Wang; Huiguang He (CoRR, 2024)

Reverse the auditory processing pathway: Coarse-to-fine audio reconstruction from fMRI. - Che Liu; Changde Du; Xiaoyu Chen; Huiguang He (CoRR, 2024)

Multi-label Class Incremental Emotion Decoding with Augmented Emotional Semantics Learning. - Kaicheng Fu; Changde Du; Xiaoyu Chen; Jie Peng; Huiguang He (CoRR, 2024)

Human-like object concept representations emerge naturally in multimodal large language models. - Changde Du; Kaicheng Fu; Bincheng Wen; Yi Sun; Jie Peng; Wei Wei 046; Ying Gao; Shengpei Wang; Chuncheng Zhang; Jinpeng Li 002; Shuang Qiu 002; Le Chang; et al. (CoRR, 2024)

NeuralOOD: Improving Out-of-Distribution Generalization Performance with Brain-machine Fusion Learning Framework. - Shuangchen Zhao; Changde Du; Hui Li; Huiguang He (CoRR, 2024)

Contrastive fine-grained domain adaptation network for EEG-based vigilance estimation. - Kangning Wang 005; Wei Wei 046; Weibo Yi; Shuang Qiu 002; Huiguang He; Minpeng Xu; Dong Ming (Neural Networks, 2024)

Improved Video Emotion Recognition With Alignment of CNN and Human Brain Representations. - Kaicheng Fu; Changde Du; Shengpei Wang; Huiguang He (IEEE Trans. Affect. Comput., 2024)

PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition. - Ming Jin 006; Changde Du; Huiguang He; Ting Cai 001; Jinpeng Li 002 (IEEE Trans. Multim., 2024)

Growing Like a Tree: Finding Trunks From Graph Skeleton Trees. - Zhongyu Huang; Yingheng Wang; Chaozhuo Li; Huiguang He (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Multi-View Multi-Label Fine-Grained Emotion Decoding From Human Brain Activity. - Kaicheng Fu; Changde Du; Shengpei Wang; Huiguang He (IEEE Trans. Neural Networks Learn. Syst., 2024)

BP-GPT: Auditory Neural Decoding Using fMRI-prompted LLM. - Xiaoyu Chen; Changde Du; Che Liu; Yizhe Wang; Huiguang He (ICASSP, 2025)

ThicknessVAE: Learning a Lateral Prior for Clothed Human Body Reconstruction. - Xiaotao Wu; Zhaoxin Fan; Huiguang He; Dinggang Shen (ICASSP, 2025)

Animate Your Thoughts: Reconstruction of Dynamic Natural Vision from Human Brain Activity. - Yizhuo Lu; Changde Du; Chong Wang; Xuanliu Zhu; Liuyun Jiang; Xujin Li; Huiguang He (ICLR, 2025)

Identifying the hierarchical emotional areas in the human brain through information fusion. - Zhongyu Huang; Changde Du; Chaozhuo Li; Kaicheng Fu; Huiguang He (Inf. Fusion, 2025)

Exploring EEG and eye movement fusion for multi-class target RSVP-BCI. - Xujin Li; Wei Wei 046; Kun Zhao; Jiayu Mao; Yizhuo Lu; Shuang Qiu 002; Huiguang He (Inf. Fusion, 2025)

NeuralOOD: Improving out-of-distribution generalization performance with brain-machine fusion learning framework. - Shuangchen Zhao; Changde Du; Jingze Li; Hui Li; Huiguang He (Inf. Fusion, 2025)

A temporal-spectral fusion transformer with subject-specific adapter for enhancing RSVP-BCI decoding. - Xujin Li; Wei Wei 046; Shuang Qiu 002; Huiguang He (Neural Networks, 2025)

Adaptive Domain Alignment Neural Networks for Cross-Domain EEG Emotion Recognition. - Xuezhu Hong; Changde Du; Huiguang He (IEEE Trans. Affect. Comput., 2025)

Integrating Language-Image Prior into EEG Decoding for Cross-Task Zero-Calibration RSVP-BCI. - Xujin Li; Wei Wei 046; Shuang Qiu 002; Xinyi Zhang; Fu Li; Huiguang He (CoRR, 2025)

Preliminary Study on Rapid Serial Visualization Presentation Multi-Class Target EEG Classification. - Wei Wei 046; Xujin Li; Shuang Qiu 002; Huiguang He (IEEE Trans. Biomed. Eng., 2025)

Interpretable Visual Neural Decoding with Unsupervised Semantic Disentanglement. - Qiongyi Zhou; Changde Du; Dan Li; Bincheng Wen; Le Chang; Huiguang He (Mach. Intell. Res., 2025)

Enhancing SSVEP-Based BCI Performance via Consensus Information Transfer Among Subjects. - Xinyi Zhang; Wei Wei 046; Shuang Qiu 002; Xujin Li; Yijun Wang 001; Huiguang He (IEEE Trans. Neural Networks Learn. Syst., 2025)