Human-centered attention models for video summarization. - Kaiming Li; Lei Guo 002; Carlos Faraco; Dajiang Zhu; Fan Deng 001; Tuo Zhang; Xi Jiang 001; Degang Zhang; Hanbo Chen; Xintao Hu; L. Stephen Miller; Tianming Liu 001 (ICMI-MLMI, 2010)

Joint analysis of fiber shape and cortical folding patterns. - Xintao Hu; Lei Guo 002; Tuo Zhang; Gang Li 001; Jingxin Nie; Xi Jiang 001; Degang Zhang; Tianming Liu 001 (ISBI, 2010)

Automatic cortical surface parcellation based on fiber density information. - Degang Zhang; Lei Guo 002; Gang Li 001; Jingxin Nie; Fan Deng 001; Kaiming Li; Xintao Hu; Tuo Zhang; Xi Jiang 001; Dajiang Zhu; Qun Zhao; Tianming Liu 001 (ISBI, 2010)

Bridging low-level features and high-level semantics via fMRI brain imaging for video classification. - Xintao Hu; Fan Deng 001; Kaiming Li; Tuo Zhang; Hanbo Chen; Xi Jiang 001; Jinglei Lv; Dajiang Zhu; Carlos Faraco; Degang Zhang; Arsham Mesbah; Junwei Han 001; et al. (ACM Multimedia, 2010)

Individualized ROI Optimization via Maximization of Group-wise Consistency of Structural and Functional Profiles. - Kaiming Li; Lei Guo 002; Carlos Faraco; Dajiang Zhu; Fan Deng 001; Tuo Zhang; Xi Jiang 001; Degang Zhang; Hanbo Chen; Xintao Hu; L. Stephen Miller; Tianming Liu 001 (NIPS, 2010)

Discovering Dense and Consistent Landmarks in the Brain. - Dajiang Zhu; Degang Zhang; Carlos Faraco; Kaiming Li; Fan Deng 001; Hanbo Chen; Xi Jiang 001; Lei Guo 002; L. Stephen Miller; Tianming Liu 001 (IPMI, 2011)

Fine granularity parcellation of gyrus via fiber shape and connectivity based features. - Dajiang Zhu; Kaiming Li; Fan Deng 001; Degang Zhang; Xi Jiang 001; Hanbo Chen; Lei Guo 002; L. Stephen Miller; Tianming Liu 001 (ISBI, 2011)

Optimization of functional brain ROIs via maximization of consistency of structural connectivity profiles. - Dajiang Zhu; Kaiming Li; Carlos Faraco; Fan Deng 001; Degang Zhang; Xi Jiang 001; Hanbo Chen; Lei Guo 002; L. Stephen Miller; Tianming Liu 001 (ISBI, 2011)

Identification of Cortical Landmarks Based on Consistent Connectivity to Subcortical Structures. - Degang Zhang; Lei Guo 002; Dajiang Zhu; Tuo Zhang; Xintao Hu; Kaiming Li; Xi Jiang 001; Hanbo Chen; Jinglei Lv; Fan Deng 001; Qun Zhao (MBIA, 2011)

Identification of cortical landmarks based on structural connectivity to subcortical regions. - Degang Zhang; Lei Guo 002; Xintao Hu; Kaiming Li; Dajiang Zhu; Xi Jiang 001; Hanbo Chen; Fan Deng 001; Qun Zhao; Tianming Liu 001 (Int. J. Comput. Biol. Drug Des., 2011)

Music/speech classification using high-level features derived from fmri brain imaging. - Xi Jiang 001; Tuo Zhang; Xintao Hu; Lie Lu; Junwei Han 001; Lei Guo 002; Tianming Liu 001 (ACM Multimedia, 2012)

Visual analytics of brain networks. - Kaiming Li; Lei Guo 002; Carlos Faraco; Dajiang Zhu; Hanbo Chen; Yixuan Yuan; Jinglei Lv; Fan Deng 001; Xi Jiang 001; Tuo Zhang; Xintao Hu; Degang Zhang; et al. (NeuroImage, 2012)

Exploring High-Order Functional Interactions via Structurally-Weighted LASSO Models. - Dajiang Zhu; Xiang Li 001; Xi Jiang 001; Hanbo Chen; Dinggang Shen; Tianming Liu 001 (IPMI, 2013)

Discovering common functional connectomics signatures. - Xiang Li 001; Dajiang Zhu; Xi Jiang 001; Changfeng Jin; Lei Guo 002; Lingjiang Li; Tianming Liu 001 (ISBI, 2013)

Identifying functional connectomics abnormality in attention deficit hyperactivity disorder. - Peng Wang; Dajiang Zhu; Xiang Li 001; Hanbo Chen; Xi Jiang 001; Li Sun; Qingjiu Cao; Li An; Tianming Liu 001; Yufeng Wang (ISBI, 2013)

Activated cliques: Network-based activation detection in task-based FMRI. - Shu Zhang 001; Jinglei Lv; Xiang Li 001; Xi Jiang 001; Lei Guo 002; Tianming Liu 001 (ISBI, 2013)

Predicting functional cortical ROIs via joint modeling of anatomical and connectional profiles. - Tuo Zhang; Dajiang Zhu; Xi Jiang 001; Lei Guo 002; Tianming Liu 001 (ISBI, 2013)

Predictive Models of Resting State Networks for Assessment of Altered Functional Connectivity in MCI. - Xi Jiang 001; Dajiang Zhu; Kaiming Li; Tuo Zhang; Dinggang Shen; Lei Guo 002; Tianming Liu 001 (MICCAI (2), 2013)

Anatomy-Guided Discovery of Large-Scale Consistent Connectivity-Based Cortical Landmarks. - Xi Jiang 001; Tuo Zhang; Dajiang Zhu; Kaiming Li; Jinglei Lv; Lei Guo 002; Tianming Liu 001 (MICCAI (3), 2013)

Assessing Structural Organization and Functional Interaction in Gyral, Sulcal and Cortical Networks. - Xiaojin Li; Xintao Hu; Xi Jiang 001; Lei Guo 002; Junwei Han 001; Tianming Liu 001 (MBIA, 2013)

Sparse Representation of Group-Wise FMRI Signals. - Jinglei Lv; Xiang Li 001; Dajiang Zhu; Xi Jiang 001; Xin Zhang 013; Xintao Hu; Tuo Zhang; Lei Guo 002; Tianming Liu 001 (MICCAI (3), 2013)

Modeling Cognitive Processes via Multi-stage Consistent Functional Response Detection. - Jinglei Lv; Dajiang Zhu; Xi Jiang 001; Kaiming Li; Xintao Hu; Junwei Han 001; Lei Guo 002; Tianming Liu 001 (MBIA, 2013)

Sparse Representation of Higher-Order Functional Interaction Patterns in Task-Based FMRI Data. - Shu Zhang 001; Xiang Li 001; Jinglei Lv; Xi Jiang 001; Dajiang Zhu; Hanbo Chen; Tuo Zhang; Lei Guo 002; Tianming Liu 001 (MICCAI (3), 2013)

Predicting cortical ROIs via joint modeling of anatomical and connectional profiles. - Tuo Zhang; Dajiang Zhu; Xi Jiang 001; Bao Ge; Xintao Hu; Junwei Han 001; Lei Guo 002; Tianming Liu 001 (Medical Image Anal., 2013)

Meta-Analysis of Functional Roles of DICCCOLs. - Yixuan Yuan; Xi Jiang 001; Dajiang Zhu; Hanbo Chen; Kaiming Li; Peili Lv; Xiang Yu 003; Xiaojin Li; Shu Zhang 001; Tuo Zhang; Xintao Hu; Junwei Han 001; et al. (Neuroinformatics, 2013)

Representing and Retrieving Video Shots in Human-Centric Brain Imaging Space. - Junwei Han 001; Xiang Ji; Xintao Hu; Dajiang Zhu; Kaiming Li; Xi Jiang 001; Guangbin Cui; Lei Guo 002; Tianming Liu 001 (IEEE Trans. Image Process., 2013)

Inferring Group-Wise Consistent Multimodal Brain Networks via Multi-View Spectral Clustering. - Hanbo Chen; Kaiming Li; Dajiang Zhu; Xi Jiang 001; Yixuan Yuan; Peili Lv; Tuo Zhang; Lei Guo 002; Dinggang Shen; Tianming Liu 001 (IEEE Trans. Medical Imaging, 2013)

Group-wise optimization and individualized prediction of structural connectomes. - Hanbo Chen; Kaiming Li; Dajiang Zhu; Lei Guo 002; Xi Jiang 001; Tianming Liu 001 (ISBI, 2014)

Evolutionarily-preserved consistent gyral folding patterns across primate brains. - Hanbo Chen; Xiang Yu 003; Xi Jiang 001; Kaiming Li; Longchuan Li; Xintao Hu; Junwei Han 001; Lei Guo 002; Xiaoping Hu 001; Tianming Liu 001 (ISBI, 2014)

Integrating group-wise functional brain activities via point processes. - Xi Jiang 001; Jinglei Lv; Dajiang Zhu; Tuo Zhang; Xintao Hu; Lei Guo 002; Tianming Liu 001 (ISBI, 2014)

Discovering network-level functional interactions from working memory fMRI data. - Xi Jiang 001; Jinglei Lv; Dajiang Zhu; Tuo Zhang; Xiang Li 001; Xintao Hu; Lei Guo 002; Tianming Liu 001 (ISBI, 2014)

Generalized fMRI activation detection via Bayesian magnitude change point model. - Zhichao Lian; Jinglei Lv; Jianchuan Xing; Xiang Li 001; Xi Jiang 001; Dajiang Zhu; Jiansong Xu; Marc N. Potenza; Tianming Liu 001; Jing Zhang 010 (ISBI, 2014)

Exploring functional brain dynamics via a Bayesian connectivity change point model. - Zhichao Lian; Xiang Li 001; Jianchuan Xing; Jinglei Lv; Xi Jiang 001; Dajiang Zhu; Shu Zhang 001; Jiansong Xu; Marc N. Potenza; Tianming Liu 001; Jing Zhang 010 (ISBI, 2014)

Dynamic network partition via Bayesian connectivity bi-partition change point model. - Zhichao Lian; Xiang Li 001; Thomas Young; Yun Hao; Jianchuan Xing; Jinglei Lv; Xi Jiang 001; Dajiang Zhu; Tianming Liu 001; Jing Zhang 010 (ISBI, 2014)

Learning fMRI-guided predictor of video shot changes. - Shu Zhang 001; Xintao Hu; Jinglei Lv; Tuo Zhang; Xiang Li 001; Xi Jiang 001; Lei Guo 002; Tianming Liu 001 (ISBI, 2014)

Group-wise consistent cortical parcellation based on DTI-derived connectional profiles. - Tuo Zhang; Dajiang Zhu; Xi Jiang 001; Lei Guo 002; Tianming Liu 001 (ISBI, 2014)

Connectomics signature for characterizaton of mild cognitive impairment and schizophrenia. - Dajiang Zhu; Dinggang Shen; Xi Jiang 001; Tianming Liu 001 (ISBI, 2014)

Decoding Auditory Saliency from FMRI Brain Imaging. - Shijie Zhao 001; Xi Jiang 001; Junwei Han 001; Xintao Hu; Dajiang Zhu; Jinglei Lv; Tuo Zhang; Lei Guo 002; Tianming Liu 001 (ACM Multimedia, 2014)

The New Graph Kernels on Connectivity Networks for Identification of MCI. - Biao Jie; Xi Jiang 001; Chen Zu; Daoqiang Zhang (MLINI@NIPS, 2014)

Intrinsic Functional Component Analysis via Sparse Representation on Alzheimer's Disease Neuroimaging Initiative Database. - Xi Jiang 001; Xin Zhang 013; Dajiang Zhu (Brain Connect., 2014)

Fusing DTI and fMRI data: A survey of methods and applications. - Dajiang Zhu; Tuo Zhang; Xi Jiang 001; Xintao Hu; Hanbo Chen; Ning Yang 003; Jinglei Lv; Junwei Han 001; Lei Guo 002; Tianming Liu 001 (NeuroImage, 2014)

Signal sampling for efficient sparse representation of resting state FMRI data. - Bao Ge; Jin Wang; Jinglei Lv; Shu Zhang 001; Shijie Zhao 001; Wei Zhang 090; Qinghua Zhao; Xiang Li 001; Xi Jiang 001; Junwei Han 001; Lei Guo 002; Tianming Liu 001 (ISBI, 2015)

Multiscale and multimodal fusion of tract-tracing and DTI-derived fibers in macaque brains. - Ke Jing; Tuo Zhang; Jianfeng Lu 003; Hanbo Chen; Xi Jiang 001; Lei Guo 002; Longchuan Li; Xiaoping Hu 001; Jinglei Lv; Bao Ge; Tianming Liu 001 (ISBI, 2015)

Group-wise consistent sulcal fundi segmentation based on DMRI-derived ODF features. - Tuo Zhang; Hanbo Chen; Xi Jiang 001; Bao Ge; Lei Guo 002; Tianming Liu 001 (ISBI, 2015)

Characterizing and differentiating task-based and resting state FMRI signals via two-stage dictionary learning. - Shu Zhang 001; Xiang Li 001; Jinglei Lv; Xi Jiang 001; Bao Ge; Lei Guo 002; Tianming Liu 001 (ISBI, 2015)

Longitudinal Analysis of Brain Recovery after Mild Traumatic Brain Injury Based on Groupwise Consistent Brain Network Clusters. - Hanbo Chen; Armin Iraji; Xi Jiang 001; Jinglei Lv; Zhifeng Kou; Tianming Liu 001 (MICCAI (2), 2015)

Fiber Connection Pattern-Guided Structured Sparse Representation of Whole-Brain fMRI Signals for Functional Network Inference. - Xi Jiang 001; Tuo Zhang; Qinghua Zhao; Jianfeng Lu 003; Lei Guo 002; Tianming Liu 001 (MICCAI (1), 2015)

Modeling Task FMRI Data via Supervised Stochastic Coordinate Coding. - Jinglei Lv; Binbin Lin; Wei Zhang 090; Xi Jiang 001; Xintao Hu; Junwei Han 001; Lei Guo 002; Jieping Ye; Tianming Liu 001 (MICCAI (1), 2015)

Multi-scale and Multimodal Fusion of Tract-Tracing, Myelin Stain and DTI-derived Fibers in Macaque Brains. - Tuo Zhang; Jun Kong; Ke Jing; Hanbo Chen; Xi Jiang 001; Longchuan Li; Lei Guo 002; Jianfeng Lu 003; Xiaoping Hu 001; Tianming Liu 001 (MICCAI (2), 2015)

HAFNI-enabled largescale platform for neuroimaging informatics (HELPNI). - Milad Makkie; Shijie Zhao 001; Xi Jiang 001; Jinglei Lv; Yu Zhao 007; Bao Ge; Xiang Li 001; Junwei Han 001; Tianming Liu 001 (Brain Informatics, 2015)

Analysis of music/speech via integration of audio content and functional brain response. - Xiang Ji; Junwei Han 001; Xi Jiang 001; Xintao Hu; Lei Guo 002; Jungong Han; Ling Shao 001; Tianming Liu 001 (Inf. Sci., 2015)

Sparse representation of whole-brain fMRI signals for identification of functional networks. - Jinglei Lv; Xi Jiang 001; Xiang Li 001; Dajiang Zhu; Hanbo Chen; Tuo Zhang; Shu Zhang 001; Xintao Hu; Junwei Han 001; Heng Huang; Jing Zhang 010; Lei Guo 002; et al. (Medical Image Anal., 2015)

Anatomy-Guided Dense Individualized and Common Connectivity-Based Cortical Landmarks (A-DICCCOL). - Xi Jiang 001; Tuo Zhang; Dajiang Zhu; Kaiming Li; Hanbo Chen; Jinglei Lv; Xintao Hu; Junwei Han 001; Dinggang Shen; Lei Guo 002; Tianming Liu 001 (IEEE Trans. Biomed. Eng., 2015)

Holistic Atlases of Functional Networks and Interactions Reveal Reciprocal Organizational Architecture of Cortical Function. - Jinglei Lv; Xi Jiang 001; Xiang Li 001; Dajiang Zhu; Shu Zhang 001; Shijie Zhao 001; Hanbo Chen; Tuo Zhang; Xintao Hu; Junwei Han 001; Jieping Ye; Lei Guo 002; et al. (IEEE Trans. Biomed. Eng., 2015)

Supervised Dictionary Learning for Inferring Concurrent Brain Networks. - Shijie Zhao 001; Junwei Han 001; Jinglei Lv; Xi Jiang 001; Xintao Hu; Yu Zhao 007; Bao Ge; Lei Guo 002; Tianming Liu 001 (IEEE Trans. Medical Imaging, 2015)

Sub-network Based Kernels for Brain Network Classification. - Biao Jie; Mingxia Liu 001; Xi Jiang 001; Daoqiang Zhang (BCB, 2016)

Exploring auditory network composition during free listening to audio excerpts via group-wise sparse representation. - Shijie Zhao 001; Junwei Han 001; Xi Jiang 001; Xintao Hu; Jinglei Lv; Shu Zhang 001; Bao Ge; Lei Guo 002; Tianming Liu 001 (ICME, 2016)

Multple-demand system identification and characterization via sparse representations of fMRI data. - Xiang Li 001; Qinglin Dong; Xi Jiang 001; Jinglei Lv; Tianming Liu 001 (ISBI, 2016)

Modeling Functional Dynamics of Cortical Gyri and Sulci. - Xi Jiang 001; Xiang Li 001; Jinglei Lv; Shijie Zhao 001; Shu Zhang 001; Wei Zhang 090; Tuo Zhang; Tianming Liu 001 (MICCAI (1), 2016)

Discover Mouse Gene Coexpression Landscape Using Dictionary Learning and Sparse Coding. - Yujie Li 004; Hanbo Chen; Xi Jiang 001; Xiang Li 001; Jinglei Lv; Hanchuan Peng; Joe Z. Tsien; Tianming Liu 001 (MICCAI (1), 2016)

Species Preserved and Exclusive Structural Connections Revealed by Sparse CCA. - Xiao Li 024; Lei Du 001; Tuo Zhang; Xintao Hu; Xi Jiang 001; Lei Guo 002; Tianming Liu 001 (MICCAI (1), 2016)

A Multi-stage Sparse Coding Framework to Explore the Effects of Prenatal Alcohol Exposure. - Shijie Zhao 001; Junwei Han 001; Jinglei Lv; Xi Jiang 001; Xintao Hu; Shu Zhang 001; Mary Ellen Lynch; Claire Coles; Lei Guo 002; Xiaoping Hu 001; Tianming Liu 001 (MICCAI (1), 2016)

Exploring Brain Networks via Structured Sparse Representation of fMRI Data. - Qinghua Zhao; Jianfeng Lu 003; Jinglei Lv; Xi Jiang 001; Shijie Zhao 001; Tianming Liu 001 (MICCAI (1), 2016)

Group-wise consistent cortical parcellation based on connectional profiles. - Tuo Zhang; Dajiang Zhu; Xi Jiang 001; Shu Zhang 001; Zhifeng Kou; Lei Guo 002; Tianming Liu 001 (Medical Image Anal., 2016)

Predicting Movie Trailer Viewer's "Like/Dislike" via Learned Shot Editing Patterns. - Yimin Hou; Ting Xiao; Shu Zhang 001; Xi Jiang 001; Xiang Li 001; Xintao Hu; Junwei Han 001; Lei Guo 002; L. Stephen Miller; Richard Neupert; Tianming Liu 001 (IEEE Trans. Affect. Comput., 2016)

A novel framework for groupwise registration of fMRI images based on common functional networks. - Yu Zhao 007; Shu Zhang 001; Hanbo Chen; Wei Zhang 090; Jinglei Lv; Xi Jiang 001; Dinggang Shen; Tianming Liu 001 (ISBI, 2017)

Joint Representation of Connectome-Scale Structural and Functional Profiles for Identification of Consistent Cortical Landmarks in Human Brains. - Shu Zhang 001; Xi Jiang 001; Tianming Liu 001 (MICCAI (1), 2017)

Task fMRI data analysis based on supervised stochastic coordinate coding. - Jinglei Lv; Binbin Lin; Qingyang Li 001; Wei Zhang 090; Yu Zhao 007; Xi Jiang 001; Lei Guo 002; Junwei Han 001; Xintao Hu; Christine Cong Guo; Jieping Ye; Tianming Liu 001 (Medical Image Anal., 2017)

Transcriptome Architecture of Adult Mouse Brain Revealed by Sparse Coding of Genome-Wide In Situ Hybridization Images. - Yujie Li 004; Hanbo Chen; Xi Jiang 001; Xiang Li 001; Jinglei Lv; Meng Li; Hanchuan Peng; Joe Z. Tsien; Tianming Liu 001 (Neuroinformatics, 2017)

Characterizing task-evoked and intrinsic functional networks from task-based fMRI data via two-stage sparse dictionary learning. - Huan Liu 006; Shijie Zhao 001; Xi Jiang 001; Shu Zhang 001; Xintao Hu; Lei Quo; Tianming Liu 001 (ISBI, 2018)

Optimization of macaque brain DMRI connectome by neuron tracing and myelin stain data. - Tuo Zhang; Jun Kong; Ke Jing; Hanbo Chen; Xi Jiang 001; Longchuan Li; Lei Guo 002; Jianfeng Lu 003; Xiaoping Hu 001; Tianming Liu 001 (Comput. Medical Imaging Graph., 2018)

A Dictionary Learning Approach for Signal Sampling in Task-Based fMRI for Reduction of Big Data. - Bao Ge; Xiang Li 001; Xi Jiang 001; Yifei Sun; Tianming Liu 001 (Frontiers Neuroinformatics, 2018)

Spatio-temporal modeling of connectome-scale brain network interactions via time-evolving graphs. - Jing Yuan 004; Xiang Li 001; Jinhe Zhang; Liao Luo; Qinglin Dong; Jinglei Lv; Yu Zhao 007; Xi Jiang 001; Shu Zhang 001; Wei Zhang 090; Tianming Liu 001 (NeuroImage, 2018)

Decoding Auditory Saliency from Brain Activity Patterns during Free Listening to Naturalistic Audio Excerpts. - Shijie Zhao 001; Junwei Han 001; Xi Jiang 001; Heng Huang; Huan Liu 006; Jinglei Lv; Lei Guo 002; Tianming Liu 001 (Neuroinformatics, 2018)

Temporal Dynamics Assessment of Spatial Overlap Pattern of Functional Brain Networks Reveals Novel Functional Architecture of Cerebral Cortex. - Xi Jiang 001; Xiang Li 001; Jinglei Lv; Shijie Zhao 001; Shu Zhang 001; Wei Zhang 090; Tuo Zhang; Junwei Han 001; Lei Guo 002; Tianming Liu 001 (IEEE Trans. Biomed. Eng., 2018)

Automatic Recognition of fMRI-Derived Functional Networks Using 3-D Convolutional Neural Networks. - Yu Zhao 007; Qinglin Dong; Shu Zhang 001; Wei Zhang 090; Hanbo Chen; Xi Jiang 001; Lei Guo 002; Xintao Hu; Junwei Han 001; Tianming Liu 001 (IEEE Trans. Biomed. Eng., 2018)

Exploring Intrinsic Functional Differences of Gyri, Sulci and 2-Hinge, 3-Hinge Joints on Cerebral Cortex. - Fangfei Ge; Shu Zhang 001; Heng Huang; Xi Jiang 001; Qinglin Dong; Lei Guo 002; Xianqiao Wang; Tianming Liu 001 (ISBI, 2019)

A Task Performance-guided Model of Functional Networks Identification. - Lin Zhao 004; Huan Liu 006; Xi Jiang 001; Shijie Zhao 001; Zhibin He; Tianming Liu 001; Lei Guo 002; Tuo Zhang (ISBI, 2019)

Identify Hierarchical Structures from Task-Based fMRI Data via Hybrid Spatiotemporal Neural Architecture Search Net. - Wei Zhang 090; Lin Zhao 004; Qing Li 027; Shijie Zhao 001; Qinglin Dong; Xi Jiang 001; Tuo Zhang; Tianming Liu 001 (MICCAI (3), 2019)

Deep Learning Models Unveiled Functional Difference Between Cortical Gyri and Sulci. - Shu Zhang 001; Huan Liu 006; Heng Huang; Yu Zhao 007; Xi Jiang 001; Brook Bowers; Lei Guo 002; Xiaoping Hu 001; Mar Sanchez; Tianming Liu 001 (IEEE Trans. Biomed. Eng., 2019)

Experimental Comparisons of Sparse Dictionary Learning and Independent Component Analysis for Brain Network Inference From fMRI Data. - Wei Zhang 090; Jinglei Lv; Xiang Li 001; Dajiang Zhu; Xi Jiang 001; Shu Zhang 001; Yu Zhao 007; Lei Guo 002; Jieping Ye; Dewen Hu; Tianming Liu 001 (IEEE Trans. Biomed. Eng., 2019)

Interwound Structural and Functional Difference Between Preterm and Term Infant Brains Revealed by Multi-view CCA. - Zhibin He; Shu Zhang 001; Songyao Zhang; Yin Zhang; Xintao Hu; Xi Jiang 001; Lei Guo 002; Tianming Liu 001; Lei Du 001; Tuo Zhang (MLMI@MICCAI, 2020)

Exploring Functional Difference Between Gyri and Sulci via Region-Specific 1D Convolutional Neural Networks. - Mingxin Jiang; Shimin Yang; Jiadong Yan; Shu Zhang 001; Huan Liu 006; Lin Zhao 004; Haixing Dai; Jinglei Lv; Tuo Zhang; Tianming Liu 001; Keith M. Kendrick; Xi Jiang 001 (MLMI@MICCAI, 2020)

Gyral Growth Patterns of Macaque Brains Revealed by Scattered Orthogonal Nonnegative Matrix Factorization. - Songyao Zhang; Lei Du 001; Jinglei Lv; Zhibin He; Xi Jiang 001; Lei Guo 002; Li Wang 026; Tianming Liu 001; Dinggang Shen; Gang Li 001; Tuo Zhang (MLMI@MICCAI, 2020)

Species-Shared and -Specific Structural Connections Revealed by Dirty Multi-task Regression. - Tuo Zhang; Zhibin He; Xi Jiang 001; Lei Guo 002; Xiaoping Hu 001; Tianming Liu 001; Lei Du 001 (MICCAI (7), 2020)

Identifying Cross-individual Correspondences of 3-hinge Gyri. - Tuo Zhang; Ying Huang 007; Lin Zhao 004; Zhibin He; Xi Jiang 001; Lei Guo 002; Xiaoping Hu 001; Tianming Liu 001 (Medical Image Anal., 2020)

Modeling Hierarchical Brain Networks via Volumetric Sparse Deep Belief Network. - Qinglin Dong; Fangfei Ge; Ning Qiang; Yu Zhao 007; Jinglei Lv; Heng Huang; Jing Yuan 004; Xi Jiang 001; Dinggang Shen; Tianming Liu 001 (IEEE Trans. Biomed. Eng., 2020)

Exploring Gyro-Sulcal Functional Connectivity Differences Across Task Domains via Anatomy-Guided Spatio-Temporal Graph Convolutional Networks. - Mingxin Jiang; Shimin Yang; Zhongbo Zhao; Jiadong Yan; Yuzhong Chen; Tuo Zhang; Shu Zhang 001; Benjamin Becker; Keith M. Kendrick; Xi Jiang 001 (MLMI@MICCAI, 2021)

Multi-head GAGNN: A Multi-head Guided Attention Graph Neural Network for Modeling Spatio-temporal Patterns of Holistic Brain Functional Networks. - Jiadong Yan; Yuzhong Chen; Shimin Yang; Shu Zhang 001; Mingxin Jiang; Zhongbo Zhao; Tuo Zhang; Yu Zhao 007; Benjamin Becker; Tianming Liu 001; Keith M. Kendrick; Xi Jiang 001 (MICCAI (7), 2021)

Exploring the Functional Difference of Gyri/Sulci via Hierarchical Interpretable Autoencoder. - Lin Zhao 004; Haixing Dai; Xi Jiang 001; Tuo Zhang; Dajiang Zhu; Tianming Liu 001 (MICCAI (7), 2021)

Attention-Based Node-Edge Graph Convolutional Networks for Identification of Autism Spectrum Disorder Using Multi-Modal MRI Data. - Yuzhong Chen; Jiadong Yan; Mingxin Jiang; Zhongbo Zhao; Weihua Zhao; Rong Zhang; Keith M. Kendrick; Xi Jiang 001 (PRCV (3), 2021)

A Guided Attention 4D Convolutional Neural Network for Modeling Spatio-Temporal Patterns of Functional Brain Networks. - Jiadong Yan; Yu Zhao 007; Mingxin Jiang; Shu Zhang 001; Tuo Zhang; Shimin Yang; Yuzhong Chen; Zhongbo Zhao; Zhibin He; Benjamin Becker; Tianming Liu 001; Keith M. Kendrick; et al. (PRCV (3), 2021)

Bilinear pooling and metric learning network for early Alzheimer's disease identification with FDG-PET images. - Wenju Cui; Caiying Yan; Zhuangzhi Yan; Yunsong Peng; Yilin Leng; Chenlu Liu; Shuangqing Chen; Xi Jiang 001 (CoRR, 2021)

Intrinsic, dynamic and effective connectivity among large-scale brain networks modulated by oxytocin. - Xi Jiang 001; Xiaole Ma; Yayuan Geng; Zhiying Zhao; Feng Zhou; Weihua Zhao; Shuxia Yao; Shimin Yang; Zhongbo Zhao; Benjamin Becker; Keith M. Kendrick (NeuroImage, 2021)

Mask-guided Vision Transformer (MG-ViT) for Few-Shot Learning. - Yuzhong Chen; Zhenxiang Xiao; Lin Zhao 004; Lu Zhang 050; Haixing Dai; David Weizhong Liu; Zihao Wu 001; Changhe Li; Tuo Zhang; Changying Li; Dajiang Zhu; Tianming Liu 001; et al. (CoRR, 2022)

Eye-gaze-guided Vision Transformer for Rectifying Shortcut Learning. - Chong Ma; Lin Zhao 004; Yuzhong Chen; Lu Zhang 050; Zhenxiang Xiao; Haixing Dai; David Weizhong Liu; Zihao Wu 001; Zhengliang Liu; Sheng Wang 014; Jiaxing Gao; Changhe Li; et al. (CoRR, 2022)

Rectify ViT Shortcut Learning by Visual Saliency. - Chong Ma; Lin Zhao 004; Yuzhong Chen; David Weizhong Liu; Xi Jiang 001; Tuo Zhang; Xintao Hu; Dinggang Shen; Dajiang Zhu; Tianming Liu 001 (CoRR, 2022)

A Unified and Biologically-Plausible Relational Graph Representation of Vision Transformers. - Yuzhong Chen; Yu Du; Zhenxiang Xiao; Lin Zhao 004; Lu Zhang 050; David Weizhong Liu; Dajiang Zhu; Tuo Zhang; Xintao Hu; Tianming Liu 001; Xi Jiang 001 (CoRR, 2022)

Modeling spatio-temporal patterns of holistic functional brain networks via multi-head guided attention graph neural networks (Multi-Head GAGNNs). - Jiadong Yan; Yuzhong Chen; Zhenxiang Xiao; Shu Zhang 001; Mingxin Jiang; Tianqi Wang; Tuo Zhang; Jinglei Lv; Benjamin Becker; Rong Zhang; Dajiang Zhu; Junwei Han 001; et al. (Medical Image Anal., 2022)

Species-Shared and -Specific Brain Functional Connectomes Revealed by Shared-Unique Variational Autoencoder. - Li Yang; Songyao Zhang; Weihan Zhang; Jingchao Zhou; Tianyang Zhong; Yaonai Wei; Xi Jiang 001; Tianming Liu 001; Junwei Han 001; Yixuan Yuan; Tuo Zhang (IPMI, 2023)

Mask-guided BERT for Few Shot Text Classification. - Wenxiong Liao; Zhengliang Liu; Haixing Dai; Zihao Wu 001; Yiyang Zhang 003; Xiaoke Huang; Yuzhong Chen; Xi Jiang 001; Dajiang Zhu; Tianming Liu 001; Sheng Li 001; Xiang Li 001; et al. (CoRR, 2023)

When Brain-inspired AI Meets AGI. - Lin Zhao 004; Lu Zhang 050; Zihao Wu 001; Yuzhong Chen; Haixing Dai; Xiaowei Yu; Zhengliang Liu; Tuo Zhang; Xintao Hu; Xi Jiang 001; Xiang Li 001; Dajiang Zhu; et al. (CoRR, 2023)

ChatABL: Abductive Learning via Natural Language Interaction with ChatGPT. - Tianyang Zhong; Yaonai Wei; Li Yang; Zihao Wu 001; Zhengliang Liu; Xiaozheng Wei; Wenjun Li 001; Junjie Yao; Chong Ma; Xiang Li 001; Dajiang Zhu; Xi Jiang 001; et al. (CoRR, 2023)

Instruction-ViT: Multi-Modal Prompts for Instruction Learning in ViT. - Zhenxiang Xiao; Yuzhong Chen; Lu Zhang 050; Junjie Yao; Zihao Wu 001; Xiaowei Yu; Yi Pan 001; Lin Zhao 004; Chong Ma; Xinyu Liu 001; Wei Liu 146; Xiang Li 001; et al. (CoRR, 2023)

Review of Large Vision Models and Visual Prompt Engineering. - Jiaqi Wang 010; Zhengliang Liu; Lin Zhao 004; Zihao Wu 001; Chong Ma; Sigang Yu; Haixing Dai; Qiushi Yang; Yiheng Liu; Songyao Zhang; Enze Shi; Yi Pan 001; et al. (CoRR, 2023)

Evaluating Large Language Models for Radiology Natural Language Processing. - Zhengliang Liu; Tianyang Zhong; Yiwei Li 002; Yutong Zhang; Yi Pan 001; Zihao Zhao 002; Peixin Dong; Chao Cao; Yuxiao Liu; Peng Shu; Yaonai Wei; Zihao Wu 001; et al. (CoRR, 2023)

ChatRadio-Valuer: A Chat Large Language Model for Generalizable Radiology Report Generation Based on Multi-institution and Multi-system Data. - Tianyang Zhong; Wei Zhao 040; Yutong Zhang; Yi Pan 001; Peixin Dong; Zuowei Jiang; Xiaoyan Kui; Youlan Shang; Li Yang; Yaonai Wei; Longtao Yang; Hao Chen 011; et al. (CoRR, 2023)

Evaluating multiple large language models in pediatric ophthalmology. - Jason Holmes; Rui Peng; Yiwei Li 002; Jinyu Hu; Zhengliang Liu; Zihao Wu 001; Huan Zhao; Xi Jiang 001; Wei Liu 146; Hong Wei; Jie Zou; Tianming Liu 001; et al. (CoRR, 2023)

Evaluating Large Language Models in Ophthalmology. - Jason Holmes; Shuyuan Ye; Yiwei Li 002; Shi-Nan Wu; Zhengliang Liu; Zihao Wu 001; Jinyu Hu; Huan Zhao; Xi Jiang 001; Wei Liu 146; Hong Wei; Jie Zou; et al. (CoRR, 2023)

Ophtha-LLaMA2: A Large Language Model for Ophthalmology. - Huan Zhao; Qian Ling; Yi Pan 001; Tianyang Zhong; Jinyu Hu; Junjie Yao; Fengqian Xiao; Zhenxiang Xiao; Yutong Zhang; San-Hua Xu; Shi-Nan Wu; Min Kang; et al. (CoRR, 2023)

Holistic Evaluation of GPT-4V for Biomedical Imaging. - Zhengliang Liu; Hanqi Jiang; Tianyang Zhong; Zihao Wu 001; Chong Ma; Yiwei Li 002; Xiaowei Yu; Yutong Zhang; Yi Pan 001; Peng Shu; Yanjun Lyu; Lu Zhang 050; et al. (CoRR, 2023)

Characterizing functional brain networks via Spatio-Temporal Attention 4D Convolutional Neural Networks (STA-4DCNNs). - Xi Jiang 001; Jiadong Yan; Yu Zhao 007; Mingxin Jiang; Yuzhong Chen; Jingchao Zhou; Zhenxiang Xiao; Zifan Wang; Rong Zhang; Benjamin Becker; Dajiang Zhu; Keith M. Kendrick; et al. (Neural Networks, 2023)

Multimodal cross enhanced fusion network for diagnosis of Alzheimer's disease and subjective memory complaints. - Yilin Leng; Wenju Cui; Yunsong Peng; Caiying Yan; Yuzhu Cao; Zhuangzhi Yan; Shuangqing Chen; Xi Jiang 001; Jian Zheng 001 (Comput. Biol. Medicine, 2023)

Genetic Influence on Gyral Peaks. - Ying Huang 007; Tuo Zhang; Songyao Zhang; Weihan Zhang; Li Yang; Dajiang Zhu; Tianming Liu 001; Xi Jiang 001; Junwei Han 001; Lei Guo 002 (NeuroImage, 2023)

Eye-Gaze-Guided Vision Transformer for Rectifying Shortcut Learning. - Chong Ma; Lin Zhao 004; Yuzhong Chen; Sheng Wang 014; Lei Guo 002; Tuo Zhang; Dinggang Shen; Xi Jiang 001; Tianming Liu 001 (IEEE Trans. Medical Imaging, 2023)

A-GCL: Adversarial graph contrastive learning for fMRI analysis to diagnose neurodevelopmental disorders. - Shengjie Zhang; Xiang Chen; Xin Shen; Bohan Ren; Ziqi Yu; Haibo Yang 002; Xi Jiang 001; Dinggang Shen; Yuan Zhou 004; Xiao-Yong Zhang (Medical Image Anal., 2023)

Deep Linear Matrix Approximate Reconstruction Reveals Reproducible Large-Scale Functional Connectivity Networks in the Human Brain. - Wei Zhang 090; Xi Jiang 001; Shijie Zhao 001; Ning Qiang; Yu Bao; Jinglei Lv (MCHM@MM, 2024)

Adaptive Critical Subgraph Mining for Cognitive Impairment Conversion Prediction with T1-MRI-based Brain Network. - Yilin Leng; Wenju Cui; Chen Bai; Xi Jiang 001; Shuangqing Chen; Jian Zheng 001 (CoRR, 2024)

Potential of Multimodal Large Language Models for Data Mining of Medical Images and Free-text Reports. - Yutong Zhang; Yi Pan 001; Tianyang Zhong; Peixin Dong; Kangni Xie; Yuxiao Liu; Hanqi Jiang; Zhengliang Liu; Shijie Zhao 001; Tuo Zhang; Xi Jiang 001; Dinggang Shen; et al. (CoRR, 2024)

A Comprehensive Review of Multimodal Large Language Models: Performance and Challenges Across Different Tasks. - Jiaqi Wang 010; Hanqi Jiang; Yiheng Liu; Chong Ma; Xu Zhang; Yi Pan 001; Mengyuan Liu; Peiran Gu; Sichen Xia; Wenjun Li 001; Yutong Zhang; Zihao Wu 001; et al. (CoRR, 2024)

Identifying Influential nodes in Brain Networks via Self-Supervised Graph-Transformer. - Yanqing Kang; Di Zhu; Haiyang Zhang; Enze Shi; Sigang Yu; Jinru Wu; Xuhui Wang; Xuan Liu; Geng Chen 001; Xi Jiang 001; Tuo Zhang; Shu Zhang 001 (CoRR, 2024)

Evaluation of OpenAI o1: Opportunities and Challenges of AGI. - Tianyang Zhong; Zhengliang Liu; Yi Pan 001; Yutong Zhang; Yifan Zhou; Shizhe Liang; Zihao Wu 001; Yanjun Lyu; Peng Shu; Xiaowei Yu; Chao Cao; Hanqi Jiang; et al. (CoRR, 2024)

Legal Evalutions and Challenges of Large Language Models. - Jiaqi Wang 010; Huan Zhao; Zhenyuan Yang; Peng Shu; Junhao Chen; Haobo Sun; Ruixi Liang; Shixin Li; Pengcheng Shi; Ma Longjun; Zongjia Liu; Zhengliang Liu; et al. (CoRR, 2024)

Mask-guided BERT for few-shot text classification. - Wenxiong Liao; Zhengliang Liu; Haixing Dai; Zihao Wu 001; Yiyang Zhang 003; Xiaoke Huang; Yuzhong Chen; Xi Jiang 001; David Liu; Dajiang Zhu; Sheng Li 001; Wei Liu 146; et al. (Neurocomputing, 2024)

Fusing multi-scale functional connectivity patterns via Multi-Branch Vision Transformer (MB-ViT) for macaque brain age prediction. - Jingchao Zhou; Yuzhong Chen; Xuewei Jin; Wei Mao; Zhenxiang Xiao; Songyao Zhang; Tuo Zhang; Tianming Liu 001; Keith M. Kendrick; Xi Jiang 001 (Neural Networks, 2024)

Regularity and variability of functional brain connectivity characteristics between gyri and sulci under naturalistic stimulus. - Zhenxiang Xiao; Liang He; Boyu Zhao; Mingxin Jiang; Wei Mao; Yuzhong Chen; Tuo Zhang; Xintao Hu; Tianming Liu 001; Xi Jiang 001 (Comput. Biol. Medicine, 2024)

Instruction-ViT: Multi-modal prompts for instruction learning in vision transformer. - Zhenxiang Xiao; Yuzhong Chen; Junjie Yao; Lu Zhang 050; Zhengliang Liu; Zihao Wu 001; Xiaowei Yu; Yi Pan 001; Lin Zhao 004; Chong Ma; Xinyu Liu 001; Wei Liu 146; et al. (Inf. Fusion, 2024)

Coupling Visual Semantics of Artificial Neural Networks and Human Brain Function via Synchronized Activations. - Lin Zhao 004; Haixing Dai; Zihao Wu 001; Zhenxiang Xiao; Lu Zhang 050; David Weizhong Liu; Xintao Hu; Xi Jiang 001; Sheng Li 001; Dajiang Zhu; Tianming Liu 001 (IEEE Trans. Cogn. Dev. Syst., 2024)

Brain Structural Connectivity Guided Vision Transformers for Identification of Functional Connectivity Characteristics in Preterm Neonates. - Wei Mao; Yuzhong Chen; Zhibin He; Zifan Wang; Zhenxiang Xiao; Yusong Sun; Liang He; Jingchao Zhou; Weitong Guo; Chong Ma; Lin Zhao 004; Keith M. Kendrick; et al. (IEEE J. Biomed. Health Informatics, 2024)

Deep Metric Learning Based on Meta-Mining Strategy With Semiglobal Information. - Xi Jiang 001; Sheng Liu; Xili Dai; Guosheng Hu; Xingguo Huang; Yazhou Yao; Guo-Sen Xie; Ling Shao 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

MGIML: Cancer Grading With Incomplete Radiology-Pathology Data via Memory Learning and Gradient Homogenization. - Pengyu Wang 005; Huaqi Zhang; Meilu Zhu; Xi Jiang 001; Jing Qin 001; Yixuan Yuan (IEEE Trans. Medical Imaging, 2024)

Adversarial Learning Based Node-Edge Graph Attention Networks for Autism Spectrum Disorder Identification. - Yuzhong Chen; Jiadong Yan; Mingxin Jiang; Tuo Zhang; Zhongbo Zhao; Weihua Zhao; Jian Zheng 001; Dezhong Yao 001; Rong Zhang; Keith M. Kendrick; Xi Jiang 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Anatomy-Guided Spatio-Temporal Graph Convolutional Networks (AG-STGCNs) for Modeling Functional Connectivity Between Gyri and Sulci Across Multiple Task Domains. - Mingxin Jiang; Yuzhong Chen; Jiadong Yan; Zhenxiang Xiao; Wei Mao; Boyu Zhao; Shimin Yang; Zhongbo Zhao; Tuo Zhang; Lei Guo 002; Benjamin Becker; Dezhong Yao 001; et al. (IEEE Trans. Neural Networks Learn. Syst., 2024)

An Iterative Optimizing Framework for Radiology Report Summarization With ChatGPT. - Chong Ma; Zihao Wu 001; Jiaqi Wang 010; Shaochen Xu; Yaonai Wei; Zhengliang Liu; Fang Zeng; Xi Jiang 001; Lei Guo 002; Xiaoyan Cai; Shu Zhang 006; Tuo Zhang; et al. (IEEE Trans. Artif. Intell., 2024)

Rectify ViT Shortcut Learning by Visual Saliency. - Chong Ma; Lin Zhao 004; Yuzhong Chen; Lei Guo 002; Tuo Zhang; Xintao Hu; Dinggang Shen; Xi Jiang 001; Tianming Liu 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Identifying influential nodes in brain networks via self-supervised graph-transformer. - Yanqing Kang; Di Zhu; Haiyang Zhang; Enze Shi; Sigang Yu; Jinru Wu; Ruoyang Wang; Geng Chen 001; Xi Jiang 001; Tuo Zhang; Shu Zhang 001 (Comput. Biol. Medicine, 2025)

Characterizing and differentiating brain states through a CS-KBRs framework for highlighting the synergy of common and specific brain regions. - Di Zhu; Shu Zhang 001; Sigang Yu; Qilong Yuan; Kui Zhao; Yanqing Kang; Tuo Zhang; Xi Jiang 001; Tianming Liu 001 (Comput. Medical Imaging Graph., 2025)

Adaptive critical subgraph mining for cognitive impairment conversion prediction with T1-MRI-based brain network. - Yilin Leng; Wenju Cui; Chen Bai; Xi Jiang 001; Yunsong Peng; Jian Zheng 001 (Expert Syst. Appl., 2025)

Contrastive machine learning reveals species -shared and -specific brain functional architecture. - Li Yang; Guannan Cao; Songyao Zhang; Weihan Zhang; Yusong Sun; Jingchao Zhou; Tianyang Zhong; Yixuan Yuan; Tao Liu 044; Tianming Liu 001; Lei Guo 002; Yongchun Yu; et al. (Medical Image Anal., 2025)

A Unified and Biologically Plausible Relational Graph Representation of Vision Transformers. - Yuzhong Chen; Zhenxiang Xiao; Yu Du; Lin Zhao 004; Lu Zhang 050; Zihao Wu 001; Dajiang Zhu; Tuo Zhang; Dezhong Yao 001; Xintao Hu; Tianming Liu 001; Xi Jiang 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Mask-Guided Vision Transformer for Few-Shot Learning. - Yuzhong Chen; Zhenxiang Xiao; Yi Pan 001; Lin Zhao 004; Haixing Dai; Zihao Wu 001; Changhe Li; Tuo Zhang; Changying Li; Dajiang Zhu; Tianming Liu 001; Xi Jiang 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)