A new method for fMRI data processing: Neighborhood independent component correlation algorithm and its preliminary application. - Huafu Chen; Dezhong Yao 001; Sue Becker; Yan Zhuo; Min Zeng; Lin Chen (Sci. China Ser. F Inf. Sci., 2002)

A new method for detecting brain activities from fMRI dataset. - Huafu Chen; Dezhong Yao 001; Lin Chen (Neurocomputing, 2002)

A composite ICA algorithm and the application in localization of brain activities. - Huafu Chen; Dezhong Yao 001 (Neurocomputing, 2004)

An extended convolution dynamic model of fMRI BOLD response. - Huafu Chen; Dezhong Yao 001; Lan Yang (Neurocomputing, 2004)

A BFGS-ICA algorithm and application in localization of brain activities. - Huafu Chen; Dezhong Yao 001; Ling Zeng (Neurocomputing, 2005)

Delay Correlation Subspace Decomposition Algorithm and Its Application in fMRI. - Huafu Chen; Dezhong Yao 001; Wufan Chen; Lin Chen (IEEE Trans. Medical Imaging, 2005)

An Improved Ordered Subsets Expectation Maximization Reconstruction. - Xu Lei 001; Huafu Chen; Dezhong Yao 001; Guanhua Luo (ICNC (1), 2006)

A Novel Unified SPM-ICA-PCA Method for Detecting Epileptic Activities in Resting-State fMRI. - Qiyi Song; Feng Yin; Huafu Chen; Yi Zhang 042; Qiaoli Hu; Dezhong Yao 001 (ICNC (2), 2006)

A Gaussian Dynamic Convolution Models of the FMRI BOLD Response. - Huafu Chen; Ling Zeng; Dezhong Yao 001; Qing Gao (ISNN (1), 2006)

An integrated neighborhood correlation and hierarchical clustering approach of functional MRI. - Huafu Chen; Hong Yuan; Dezhong Yao 001; Lin Chen; Wufan Chen (IEEE Trans. Biomed. Eng., 2006)

BOLD Dynamic Model of Functional MRI. - Ling Zeng; Yuqi Wang; Huafu Chen (ICIC (2), 2007)

An improved ordered subsets expectation maximization positron emission computerized tomography reconstruction. - Huafu Chen; Xu Lei 001; Dezhong Yao 001 (Comput. Biol. Medicine, 2007)

Lp Norm Iterative Sparse Solution for EEG Source Localization. - Peng Xu 001; Yin Tian; Huafu Chen; Dezhong Yao 001 (IEEE Trans. Biomed. Eng., 2007)

Analysis of fMRI Data Using Improved Self-Organizing Mapping and Spatio-Temporal Metric Hierarchical Clustering. - Wei Liao 001; Huafu Chen; Qin Yang; Xu Lei (IEEE Trans. Medical Imaging, 2008)

Evaluation of the effective connectivity of supplementary motor areas during motor imagery using Granger causality mapping. - Huafu Chen; Qin Yang; Wei Liao 001; Qiyong Gong; Shan Shen (NeuroImage, 2009)

Kernel Granger Causality Mapping Effective Connectivity on fMRI Data. - Wei Liao 001; Daniele Marinazzo; Zhengyong Pan; Qiyong Gong; Huafu Chen (IEEE Trans. Medical Imaging, 2009)

Improved support vector data description. - Guang-Xin Huang; Huafu Chen; Feng Yin (ICMLC, 2010)

Matrix inverse problem and its optimal approximation problem for R-skew symmetric matrices. - Guang-Xin Huang; Feng Yin; Huafu Chen; Ling Chen; Ke Guo (Appl. Math. Comput., 2010)

Evaluating the effective connectivity of resting state networks using conditional Granger causality. - Wei Liao 001; Dante Mantini; Zhiqiang Zhang; Zhengyong Pan; Jurong Ding; Qiyong Gong; Yihong Yang; Huafu Chen (Biol. Cybern., 2010)

Neural mechanism of unconscious perception of surprised facial expression. - Xujun Duan; Qian Dai; Qiyong Gong; Huafu Chen (NeuroImage, 2010)

Selective aberrant functional connectivity of resting state networks in social anxiety disorder. - Wei Liao 001; Huafu Chen; Yuan Feng; Dante Mantini; Claudio Gentili; Zhengyong Pan; Jurong Ding; Xujun Duan; Changjian Qiu; Su Lui; Qiyong Gong; Wei Zhang (NeuroImage, 2010)

Convolution Power Spectrum Analysis for fMRI Data Based on Prior Image Signal. - Jiang Zhang; Huafu Chen; Fang Fang; Wei Liao 001 (IEEE Trans. Biomed. Eng., 2010)

Evaluation of effective connectivity of motor areas during motor imagery and execution using conditional Granger causality. - Qing Gao; Xujun Duan; Huafu Chen (NeuroImage, 2011)

Small-world directed networks in the human brain: Multivariate Granger causality analysis of resting-state fMRI. - Wei Liao 001; Jurong Ding; Daniele Marinazzo; Qiang Xu; Zhengge Wang; Cuiping Yuan; Zhiqiang Zhang; Guangming Lu 001; Huafu Chen (NeuroImage, 2011)

Nonlinear connectivity by Granger causality. - Daniele Marinazzo; Wei Liao 001; Huafu Chen; Sebastiano Stramaglia (NeuroImage, 2011)

Two-class support vector data description. - Guang-Xin Huang; Huafu Chen; Zhongli Zhou; Feng Yin; Ke Guo (Pattern Recognit., 2011)

Multiscale Causal Connectivity Analysis by Canonical Correlation: Theory and Application to Epileptic Brain. - Guo Rong Wu 003; Fuyong Chen; Dezhi Kang; Xiangyang Zhang; Daniele Marinazzo; Huafu Chen (IEEE Trans. Biomed. Eng., 2011)

Analysis of fMRI Data Using an Integrated Principal Component Analysis and Supervised Affinity Propagation Clustering Approach. - Jiang Zhang; Xianguo Tuo; Zhen Yuan; Wei Liao 001; Huafu Chen (IEEE Trans. Biomed. Eng., 2011)

Reduced caudate volume and enhanced striatal-DMN integration in chess experts. - Xujun Duan; Sheng He; Wei Liao 001; Dongmei Liang; Lihua Qiu; Luqing Wei; Yuan Li; Chengyi Liu; Qiyong Gong; Huafu Chen (NeuroImage, 2012)

Feature Selection via Sparse Regression for Classification of Functional Brain Networks. - Yilun Wang; Guorong Wu 003; Zhiliang Long; Jingwei Sheng; Jiang Zhang; Huafu Chen (IScIDE, 2013)

Sparse Brain anatomical Network Based Classification of Schizophrenia Patients and Healthy Controls. - Junjie Zheng; Yilun Wang; Heng Chen; Huafu Chen (IScIDE, 2013)

High-Order Graph Matching Based Feature Selection for Alzheimer's Disease Identification. - Feng Liu 035; Heung-Il Suk; Chong-Yaw Wee; Huafu Chen; Dinggang Shen (MICCAI (2), 2013)

Inter-modality Relationship Constrained Multi-Task Feature Selection for AD/MCI Classification. - Feng Liu 035; Chong-Yaw Wee; Huafu Chen; Dinggang Shen (MICCAI (1), 2013)

Recovering Directed Networks in Neuroimaging Datasets Using Partially Conditioned Granger Causality. - Guo-Rong Wu 003; Wei Liao 001; Sebastiano Stramaglia; Huafu Chen; Daniele Marinazzo (Brain Connect., 2013)

A blind deconvolution approach to recover effective connectivity brain networks from resting state fMRI data. - Guo-Rong Wu 003; Wei Liao 001; Sebastiano Stramaglia; Jurong Ding; Huafu Chen; Daniele Marinazzo (Medical Image Anal., 2013)

Differential Contribution of Bilateral Supplementary Motor Area to the Effective Connectivity Networks Induced by Task Conditions Using Dynamic Causal Modeling. - Qing Gao; Zhongping Tao; Mu Zhang 009; Huafu Chen (Brain Connect., 2014)

Handedness- and Hemisphere-Related Differences in Small-World Brain Networks: A Diffusion Tensor Imaging Tractography Study. - Meiling Li; Heng Chen; Junping Wang; Feng Liu 035; Zhiliang Long; Yifeng Wang 003; Yasser Iturria-Medina; Jiang Zhang; Chunshui Yu; Huafu Chen (Brain Connect., 2014)

Randomized Structural Sparsity via Constrained Block Subsampling for Improved Sensitivity of Discriminative Voxel Identification. - Yilun Wang; Junjie Zheng; Sheng Zhang 009; Xujun Duan; Huafu Chen (CoRR, 2014)

Inter-modality relationship constrained multi-modality multi-task feature selection for Alzheimer's Disease and mild cognitive impairment identification. - Feng Liu 035; Chong-Yaw Wee; Huafu Chen; Dinggang Shen (NeuroImage, 2014)

Handedness- and Brain Size-Related Efficiency Differences in Small-World Brain Networks: A Resting-State Functional Magnetic Resonance Imaging Study. - Meiling Li; Junping Wang; Feng Liu 035; Heng Chen; Fengmei Lu; Guorong Wu 003; Chunshui Yu; Huafu Chen (Brain Connect., 2015)

A Novel Feature Selection Approach for Analyzing High dimensional Functional MRI Data. - Zhiqiang Li; Yilun Wang; Yifeng Wang 003; Xiaona Wang; Junjie Zheng; Huafu Chen (CoRR, 2015)

Randomized Structural Sparsity based Support Identification with Applications to Locating Activated or Discriminative Brain Areas: A Multi-center Reproducibility Study. - Yilun Wang; Sheng Zhang 009; Junjie Zheng; Heng Chen; Huafu Chen (CoRR, 2015)

Steady-state BOLD Response to Higher-order Cognition Modulates Low-Frequency Neural Oscillations. - Yifeng Wang 003; Gang-Shu Dai; Feng Liu 035; Zhiliang Long; Jin H. Yan; Huafu Chen (J. Cogn. Neurosci., 2015)

Randomized structural sparsity via constrained block subsampling for improved sensitivity of discriminative voxel identification. - Yilun Wang; Junjie Zheng; Sheng Zhang 009; Xunjuan Duan; Huafu Chen (NeuroImage, 2015)

Randomized Structural Sparsity-Based Support Identification with Applications to Locating Activated or Discriminative Brain Areas: A Multicenter Reproducibility Study. - Yilun Wang; Sheng Zhang 009; Junjie Zheng; Heng Chen; Huafu Chen (IEEE Trans. Auton. Ment. Dev., 2015)

Exploring the shared neural basis between the positive and negative syndromes of schizophrenia using multi-task regression under the stability selection frame. - Heng Chen; Junjie Zheng; Zhiliang Long; Youxue Zhang; Xiaonan Guo; Huafu Chen (BIBM, 2016)

Altered Functional Specialization in Temporal Lobe Epilepsy. - Meiling Li; Qijun Zou; Jiao Li; Wei Liao 001; Huafu Chen (IScIDE, 2017)

Resting-State Brain Activity Complexity in Early-Onset Schizophrenia Characterized by a Multi-scale Entropy Method. - Xiao Wang 015; Yan Zhang; Shaoqiang Han; Jingping Zhao; Huafu Chen (IScIDE, 2017)

Epileptic Discharge Related Functional Connectivity Within and Between Networks in Benign Epilepsy with Centrotemporal Spikes. - Rong Li; Gong-Jun Ji; Yangyang Yu; Yang Yu; Mei-Ping Ding; Ye-Lei Tang; Huafu Chen; Wei Liao 001 (Int. J. Neural Syst., 2017)

Whole-brain functional connectome-based multivariate classification of post-stroke aphasia. - Mi Yang; Jiao Li; Zhiqiang Li; Dezhong Yao 001; Wei Liao 001; Huafu Chen (Neurocomputing, 2017)

LGLG-WPCA: An Effective Texture-based Method for Face Recognition. - Chaorong Li; Wei Huang 016; Huafu Chen (CoRR, 2018)

F-score feature selection based Bayesian reconstruction of visual image from human brain activity. - Wei Huang 016; Hongmei Yan; Ran Liu; Lixia Zhu; Huangbin Zhang; Huafu Chen (Neurocomputing, 2018)

Frequency dependent hub role of the dorsal and ventral right anterior insula. - Yifeng Wang 003; Lixia Zhu; Qijun Zou; Qian Cui; Wei Liao 001; Xujun Duan; Bharat B. Biswal; Huafu Chen (NeuroImage, 2018)

Aberrant Functional Connectivity Dynamics of Superior Temporal Sulcus and Its Associations with GABA Genes Expression in Autism. - Xiaonan Guo; Changchun He; Xujun Duan; Shaoqiang Han; Jinming Xiao; Huafu Chen (ICMHI, 2019)

Major Depressive Disorder Shows Frequency-specific Abnormal Functional Connectivity Patterns Associated with Anhedonia. - Yajing Pang; Qian Cui; Yifeng Wang 003; Yuyan Chen; Qi Yang; Huafu Chen (ICMHI, 2019)

CDF Space Covariance Matrix of Gabor Wavelet With Convolutional Neural Network for Texture Recognition. - Chaorong Li; Xiaoyun Guan; Peihui Yang; Yuanyuan Huang 007; Wei Huang 016; Huafu Chen (IEEE Access, 2019)

The distinguishing intrinsic brain circuitry in treatment-naïve first-episode schizophrenia: Ensemble learning classification. - Shaoqiang Han; Yifeng Wang 003; Wei Liao 001; Xujun Duan; Jing Guo; Yangyang Yu; Liangkai Ye; Jiao Li; Xiaogang Chen; Huafu Chen (Neurocomputing, 2019)

Marginal distribution covariance model in the multiple wavelet domain for texture representation. - Chaorong Li; Yuanyuan Huang 007; Xingchun Yang; Huafu Chen (Pattern Recognit., 2019)

Endless Fluctuations: Temporal Dynamics of the Amplitude of Low Frequency Fluctuations. - Wei Liao 001; Huafu Chen; Jiao Li; Gong-Jun Ji; Guo-Rong Wu 003; Zhiliang Long; Qiang Xu; Xujun Duan; Qian Cui; Bharat B. Biswal (IEEE Trans. Medical Imaging, 2019)

Amygdala-Based Structural Covariance and Functional Connectivity Alterations in Patients with Generalized Anxiety Disorder. - Yuyan Chen; Qian Cui; Qin Tang; Wei Sheng; Yang Yang; Huafu Chen (ISICDM, 2020)

Dynamic alterations of amplitude of low-frequency fluctuations in adolescents with autism spectrum disorder. - Changchun He; Xujun Duan; Xinyue Huang; Jinming Xiao; Xiaolong Shan; Huafu Chen (ISICDM, 2020)

Differences of aberrant dynamic functional connectivity between depressed patients with and without suicidal ideation. - Jiao Li; Bing Li; Yao Meng; Siqi Yang 002; Huafu Chen; Wei Liao 001 (ISICDM, 2020)

The thalamic functional gradient and its relationship to structural basis and cognitive relevance. - Siqi Yang 002; Yao Meng; Jiao Li; Bing Li; Yun-Shuang Fan; Huafu Chen; Wei Liao 001 (NeuroImage, 2020)

Aberrant Thalamic Functional Connectivity for the Differential diagnosis of Bipolar Disorder and Major Depressive Disorder. - Ahmed Ameen Fateh; Qian Cui; Abla Smahi; Yang Yang; Ahmed Aburas; Huafu Chen (ICBET, 2021)

Brain Connectivity: Exploring from a High-Level Topological Perspective. - Wei Sheng; Liang Li; Shaoqiang Han; Yun-Shuang Fan; Chong Wang; Qin Tang; Yuyan Chen; Qian Cui; Huafu Chen (ICIG (2), 2021)

Temporal Lobe Epilepsy Shows Distinct Functional Connectivity Patterns in Different Thalamic Nuclei. - Rong Li; Leiyao Zhang; Danni Guo; Ting Zou; Xuyang Wang; Hongyu Wang; Jiyi Li; Chong Wang; Dingyang Liu; Zhiquan Yang; Bo Xiao; Huafu Chen; et al. (Brain Connect., 2021)

A reachable probability approach for the analysis of spatio-temporal dynamics in the human functional network. - Qing Gao; Yu Xiang; Jiabao Zhang; Ning Luo; Minfeng Liang; Lisha Gong; Jiali Yu; Qian Cui; Jorge Sepulcre; Huafu Chen (NeuroImage, 2021)

The pulse: transient fMRI signal increases in subcortical arousal systems during transitions in attention. - Rong Li; Jun Hwan Ryu; Peter Vincent; Max Springer; Dan Kluger; Erik A. Levinsohn; Yu Chen 019; Huafu Chen; Hal Blumenfeld (NeuroImage, 2021)

Systematically disrupted functional gradient of the cortical connectome in generalized epilepsy: Initial discovery and independent sample replication. - Yao Meng; Siqi Yang 002; Huafu Chen; Jiao Li; Qiang Xu; Qirui Zhang 004; Guangming Lu 001; Zhiqiang Zhang; Wei Liao 001 (NeuroImage, 2021)

Structural and functional connectivity mapping of the human corpus callosum organization with white-matter functional networks. - Pan Wang; Jianlin Wang; Qin Tang; Tara L. Alvarez; Zedong Wang; Yi-Chia Kung; Ching-Po Lin; Huafu Chen; Chun Meng; Bharat B. Biswal (NeuroImage, 2021)

A neural decoding algorithm that generates language from visual activity evoked by natural images. - Wei Huang 016; Hongmei Yan; Kaiwen Cheng; Chong Wang; Jiyi Li; Yuting Wang; Chen Li; Chaorong Li; Yunhan Li; Zhentao Zuo; Huafu Chen (Neural Networks, 2021)

Tracking Positive and Negative Symptom Improvement in First-Episode Schizophrenia Treated with Risperidone Using Individual-Level Functional Connectivity. - Yun-Shuang Fan; Haoru Li; Jing Guo; Yajing Pang; Liang Li; Maolin Hu; Meiling Li; Chong Wang; Wei Sheng; Hesheng Liu; Qing Gao; Xiaogang Chen; et al. (Brain Connect., 2022)

A CNN-transformer hybrid approach for decoding visual neural activity into text. - Jiang Zhang; Chen Li; Ganwanming Liu; Min Min; Chong Wang; Jiyi Li; Yuting Wang; Hongmei Yan; Zhentao Zuo; Wei Huang 016; Huafu Chen (Comput. Methods Programs Biomed., 2022)

A spatio-temporal decomposition framework for dynamic functional connectivity in the human brain. - Jinming Xiao; Lucina Q. Uddin; Yao Meng; Lei Li; Leying Gao; Xiaolong Shan; Xinyue Huang; Wei Liao 001; Huafu Chen; Xujun Duan (NeuroImage, 2022)

The Antagonistic Alterations of Cerebellar Functional Segregation and Integration in Athletes with Fast Demands of Visual-Motor Coordination. - Weiqi Zhou; Jueyan Wu; Yan Li; Jie Li; Mengli Sun; Rong Li; Chengbo Yang; Mu Zhang 009; Lisha Gong; Jiali Yu; Jinsong Leng; Qin Chen; et al. (Cogn. Comput., 2023)

From sight to insight: A multi-task approach with the visual language decoding model. - Wei Huang 016; Pengfei Yang; Ying Tang; Fan Qin; Hengjiang Li; Diwei Wu; Wei Ren; Sizhuo Wang; Jingpeng Li; Yucheng Zhu; Bo Zhou; Jingyuan Sun; et al. (Inf. Fusion, 2024)

Multi-Semantic Decoding of Visual Perception with Graph Neural Networks. - Rong Li; Jiyi Li; Chong Wang; Haoxiang Liu; Tao Liu; Xuyang Wang; Ting Zou; Wei Huang 016; Hongmei Yan; Huafu Chen (Int. J. Neural Syst., 2024)

A Stepwise Multivariate Granger Causality Method for Constructing Hierarchical Directed Brain Functional Network. - Qing Gao; Ning Luo; Minfeng Liang; Weiqi Zhou; Yan Li; Rong Li; Xiaofei Hu; Ting Zou; Xuyang Wang; Jiali Yu; Jinsong Leng; Huafu Chen (IEEE Trans. Neural Networks Learn. Syst., 2024)

Effective Emotion Recognition by Learning Discriminative Graph Topologies in EEG Brain Networks. - Cunbo Li; Peiyang Li; Yangsong Zhang; Ning Li 030; Yajing Si; Fali Li; Zehong Cao; Huafu Chen; Badong Chen; Dezhong Yao 001; Peng Xu 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Similarity or complementarity? Understanding marital relationships in terms of sexual dimorphism in brain morphometry and gender roles. - Lei Li; Xinyue Huang; Qingyu Zheng; Jinming Xiao; Xiaolong Shan; Huafu Chen; Xujun Duan (NeuroImage, 2025)

A dynamic spatiotemporal representation framework for deciphering personal brain function. - Xuyang Wang; Ting Zou; Haofei Wang; Honghao Han; Huafu Chen; Vince D. Calhoun; Rong Li (NeuroImage, 2025)

An Efficient Graph Learning System for Emotion Recognition Inspired by the Cognitive Prior Graph of EEG Brain Network. - Cunbo Li; Tian Tang; Yue Pan; Lei Yang; Shuhan Zhang; Zhaojin Chen; Peiyang Li; Dongrui Gao; Huafu Chen; Fali Li; Dezhong Yao 001; Zehong Cao; et al. (IEEE Trans. Neural Networks Learn. Syst., 2025)