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)

Joint analysis of cortical folding pattern, thickness and fiber density using structural and DTI data. - Yixuan Yuan; Lei Guo 002; Gang Li 001; Tuo Zhang; Xintao Hu; 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)

Predictive modeling of neuroanatomic structures for brain atrophy detection. - Xintao Hu; Lei Guo 002; Jingxin Nie; Kaiming Li; Tianming Liu 001 (Computer-Aided Diagnosis, 2010)

A Dynamic Skull Model for Simulation of Cerebral Cortex Folding. - Hanbo Chen; Lei Guo 002; Jingxin Nie; Tuo Zhang; Xintao Hu; Tianming Liu 001 (MICCAI (2), 2010)

Fiber-Centered Analysis of Brain Connectivities Using DTI and Resting State FMRI Data. - Jinglei Lv; Lei Guo 002; Xintao Hu; Tuo Zhang; Kaiming Li; Degang Zhang; Jianfei Yang; Tianming Liu 001 (MICCAI (2), 2010)

Optimal combination of multiple cortical surface parcellations. - Xintao Hu; Lei Guo 002; Gang Li 001; Kaiming Li; Tianming Liu 001 (Image Processing, 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)

Retrieving video shots in semantic brain imaging space using manifold-ranking. - Xiang Ji; Junwei Han 001; Xintao Hu; Kaiming Li; Fan Deng 001; Jun Fang; Lei Guo 002; Tianming Liu 001 (ICIP, 2011)

Activated Fibers: Fiber-Centered Activation Detection in Task-Based FMRI. - Jinglei Lv; Lei Guo 002; Kaiming Li; Xintao Hu; Dajiang Zhu; Junwei Han 001; Tianming Liu 001 (IPMI, 2011)

Assessing the dynamics on functional brain networks using spectral graphy theory. - Xintao Hu; Lei Guo 002; Degang Zhang; Kaiming Li; Tuo Zhang; Jinglei Lv; Junwei Han 001; Tianming Liu 001 (ISBI, 2011)

Assessing graph models for description of brain networks. - Yixuan Yuan; Lei Guo 002; Peili Lv; Xintao Hu; Degang Zhang; Junwei Han 001; Li Xie; Tianming Liu 001 (ISBI, 2011)

Assessing Regularity and Variability of Cortical Folding Patterns of Working Memory ROIs. - Hanbo Chen; Tuo Zhang; Kaiming Li; Xintao Hu; Lei Guo 002; Tianming Liu 001 (MICCAI (2), 2011)

Resting State fMRI-Guided Fiber Clustering. - Bao Ge; Lei Guo 002; Jinglei Lv; Xintao Hu; Junwei Han 001; Tuo Zhang; Tianming Liu 001 (MICCAI (2), 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)

A biologically inspired computational model for image saliency detection. - Sheng He; Junwei Han 001; Xintao Hu; Ming Xu; Lei Guo 002; Tianming Liu 001 (ACM Multimedia, 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)

Group-Wise Consistent Fiber Clustering Based on Multimodal Connectional and Functional Profiles. - Bao Ge; Lei Guo 002; Tuo Zhang; Dajiang Zhu; Kaiming Li; Xintao Hu; Junwei Han 001; Tianming Liu 001 (MICCAI (3), 2012)

Constructing Fiber Atlases for Functional ROIs via fMRI-Guided DTI Image Registration. - Tuo Zhang; Lei Guo 002; Hanbo Chen; Xintao Hu; Kaiming Li; Tianming Liu 001 (MBIA, 2012)

Characterization of Task-Free/Task-Performance Brain States. - Xin Zhang 013; Lei Guo 002; Xiang Li 001; Dajiang Zhu; Kaiming Li; Zhenqiang Sun; Changfeng Jin; Xintao Hu; Junwei Han 001; Qun Zhao; Lingjiang Li; Tianming Liu 001 (MICCAI (2), 2012)

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)

Inferring consistent functional interaction patterns from natural stimulus FMRI data. - Jiehuan Sun; Xintao Hu; Xiu Huang; Yang Liu 007; Kaiming Li; Xiang Li 001; Junwei Han 001; Lei Guo 002; Tianming Liu 001; Jing Zhang 010 (NeuroImage, 2012)

Individual Functional ROI Optimization Via Maximization of Group-Wise Consistency of Structural and Functional Profiles. - Kaiming Li; Lei Guo 002; Dajiang Zhu; Xintao Hu; Junwei Han 001; Tianming Liu 001 (Neuroinformatics, 2012)

Bridging the Semantic Gap via Functional Brain Imaging. - Xintao Hu; Kaiming Li; Junwei Han 001; Xian-Sheng Hua 001; Lei Guo 002; Tianming Liu 001 (IEEE Trans. Multim., 2012)

Construction of Multi-scale Common Brain Networks Based on DICCCOL. - Bao Ge; Lei Guo 002; Dajiang Zhu; Tuo Zhang; Xintao Hu; Junwei Han 001; Tianming Liu 001 (IPMI, 2013)

Construction of multi-scale brain networks via DICCCOL landmarks. - Bao Ge; Lei Guo 002; Tuo Zhang; Dajiang Zhu; Xintao Hu; Junwei Han 001; Tianming Liu 001 (ISBI, 2013)

Functional brain interactions during free viewing of video stream. - Xintao Hu; Tuo Zhang; Junwei Han 001; Lei Guo 002; Tianming Liu 001 (ISBI, 2013)

Joint analysis of gyral folding and fiber shape patterns. - Xiang Yu 003; Hanbo Chen; Tuo Zhang; Xintao Hu; Lei Guo 002; Tianming Liu 001 (ISBI, 2013)

Data-driven evaluation of functional connectivity metrics. - Yingjie Zhang; Junwei Han 001; Xintao Hu; Lei Guo 002; Tianming Liu 001 (ISBI, 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)

Modeling Dynamic Functional Information Flows on Large-Scale Brain Networks. - Peili Lv; Lei Guo 002; Xintao Hu; Xiang Li 001; Changfeng Jin; Junwei Han 001; Lingjiang Li; Tianming Liu 001 (MICCAI (2), 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)

Group-Wise FMRI Activation Detection on Corresponding Cortical Landmarks. - Jinglei Lv; Dajiang Zhu; Xintao Hu; Xin Zhang 013; Tuo Zhang; Junwei Han 001; Lei Guo 002; Tianming Liu 001 (MICCAI (2), 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)

A Comparative Study of Theoretical Graph Models for Characterizing Structural Networks of Human Brain. - Xiaojin Li; Xintao Hu; Changfeng Jin; Junwei Han 001; Tianming Liu 001; Lei Guo 002; Wei Hao; Lingjiang Li (Int. J. Biomed. Imaging, 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)

Resting State fMRI-guided Fiber Clustering: Methods and Applications. - Bao Ge; Lei Guo 002; Tuo Zhang; Xintao Hu; Junwei Han 001; Tianming Liu 001 (Neuroinformatics, 2013)

Fine-Granularity Functional Interaction Signatures for Characterization of Brain Conditions. - Xintao Hu; Dajiang Zhu; Peili Lv; Kaiming Li; Junwei Han 001; Lihong Wang; Dinggang Shen; Lei Guo 002; Tianming Liu 001 (Neuroinformatics, 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)

Visual attention computation in video of driving environment. - Junwei Han 001; Liye Sun; Dingwen Zhang; Xintao Hu; Gong Cheng 003; Lei Guo 002 (ICME, 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)

Exploring consistent functional brain networks during free viewing of videos via sparse representation. - Cheng Lv; Xintao Hu; Junwei Han 001; Gong Cheng 003; Xiang Li 001; Lei Guo 002; Tianming Liu 001 (ISBI, 2014)

Group-wise connection activation detection based on DICCCOL. - Jinglei Lv; Tuo Zhang; Xintao Hu; Dajiang Zhu; Kaiming Li; Lei Guo 002; Tianming Liu 001 (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)

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)

Clustering and retrieval of video shots based on natural stimulus fMRI. - Junwei Han 001; Xiang Ji; Xintao Hu; Jungong Han; Tianming Liu 001 (Neurocomputing, 2014)

Spatial and temporal visual attention prediction in videos using eye movement data. - Junwei Han 001; Liye Sun; Xintao Hu; Jungong Han; Ling Shao 001 (Neurocomputing, 2014)

Video abstraction based on fMRI-driven visual attention model. - Junwei Han 001; Kaiming Li; Ling Shao 001; Xintao Hu; Sheng He; Lei Guo 002; Jungong Han; Tianming Liu 001 (Inf. Sci., 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)

Group-Wise FMRI Activation Detection on DICCCOL Landmarks. - Jinglei Lv; Lei Guo 002; Dajiang Zhu; Tuo Zhang; Xintao Hu; Junwei Han 001; Tianming Liu 001 (Neuroinformatics, 2014)

Merging Neuroimaging and Multimedia: Methods, Opportunities, and Challenges. - Tianming Liu 001; Xintao Hu; Xiaojin Li; Mo Chen; Junwei Han 001; Lei Guo 002 (IEEE Trans. Hum. Mach. Syst., 2014)

Deriving ADHD biomarkers with sparse coding based network analysis. - Fangfei Ge; Jinglei Lv; Xintao Hu; Bao Ge; Lei Guo 002; Junwei Han 001; Tianming Liu 001 (ISBI, 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)

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)

Arousal Recognition Using Audio-Visual Features and FMRI-Based Brain Response. - Junwei Han 001; Xiang Ji; Xintao Hu; Lei Guo 002; Tianming Liu 001 (IEEE Trans. Affect. Comput., 2015)

Decoding Semantics Categorization during Natural Viewing of Video Streams. - Xintao Hu; Lei Guo 002; Junwei Han 001; Tianming Liu 001 (IEEE Trans. Auton. Ment. Dev., 2015)

Sparsity-Constrained fMRI Decoding of Visual Saliency in Naturalistic Video Streams. - Xintao Hu; Cheng Lv; Gong Cheng 003; Jinglei Lv; Lei Guo 002; Junwei Han 001; Tianming Liu 001 (IEEE Trans. Auton. Ment. Dev., 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)

Background Prior-Based Salient Object Detection via Deep Reconstruction Residual. - Junwei Han 001; Dingwen Zhang; Xintao Hu; Lei Guo 002; Jinchang Ren; Feng Wu (IEEE Trans. Circuits Syst. Video Technol., 2015)

Learning Computational Models of Video Memorability from fMRI Brain Imaging. - Junwei Han 001; Changyuan Chen; Ling Shao 001; Xintao Hu; Jungong Han; Tianming Liu 001 (IEEE Trans. Cybern., 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)

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)

Latent source mining in FMRI data via deep neural network. - Heng Huang; Xintao Hu; Junwei Han 001; Jinglei Lv; Nian Liu; Lei Guo 002; Tianming Liu 001 (ISBI, 2016)

A data-driven method to study brain structural connectivities via joint analysis of microarray data and dMRI data. - Xiao Li 024; Tuo Zhang; Tao Liu 044; Jinglei Lv; Xintao Hu; Lei Guo 002; Tianming Liu 001 (ISBI, 2016)

Identifying group-wise consistent sub-networks via spatial sparse representation of natural stimulus FMRI data. - Cheng Lyu; Xiang Li 001; Jinglei Lv; Xintao Hu; Junwei Han 001; Lei Quo; Tianming Liu 001 (ISBI, 2016)

Identifying autism biomarkers in default mode network using sparse representation of resting-state fMRI data. - Yudan Ren; Xintao Hu; Jinglei Lv; Lei Quo; Junwei Han 001; Tianming Liu 001 (ISBI, 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)

Temporal Concatenated Sparse Coding of Resting State fMRI Data Reveal Network Interaction Changes in mTBI. - Jinglei Lv; Armin Iraji; Fangfei Ge; Shijie Zhao 001; Xintao Hu; Tuo Zhang; Junwei Han 001; Lei Guo 002; Zhifeng Kou; 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)

Weakly supervised target detection in remote sensing images based on transferred deep features and negative bootstrapping. - Peicheng Zhou; Gong Cheng 003; Zhenbao Liu; Shuhui Bu; Xintao Hu (Multidimens. Syst. Signal Process., 2016)

The integration of the internal and external milieu in the insula during dynamic emotional experiences. - Vinh Thai Nguyen 001; Michael Breakspear; Xintao Hu; Christine Cong Guo (NeuroImage, 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)

Modeling Task fMRI Data via Deep Convolutional Autoencoder. - Heng Huang; Xintao Hu; Milad Makkie; Qinglin Dong; Yu Zhao 007; Junwei Han 001; Lei Guo 002; Tianming Liu 001 (IPMI, 2017)

Predicting cortical 3-hinge locations via structural connective features. - Xiao Li 024; Tuo Zhang; Qinglin Dong; Shu Zhang 001; Xintao Hu; Lei Du 001; Lei Guo 002; Tianming Liu 001 (ISBI, 2017)

FMRI data classification based on hybrid temporal and spatial sparse representation. - Huan Liu 006; Mianzhi Zhang; Xintao Hu; Yudan Ren; Shu Zhang 001; Junwei Han 001; Lei Guo 002; Tianming Liu 001 (ISBI, 2017)

Decoding dynamic auditory attention during naturalistic experience. - Liting Wang; Xintao Hu; Meng Wang 001; Jinglei Lv; Junwei Han 001; Shijie Zhao 001; Qinglin Dong; Lei Guo 002; Tianming Liu 001 (ISBI, 2017)

Multi-way Regression Reveals Backbone of Macaque Structural Brain Connectivity in Longitudinal Datasets. - Tuo Zhang; Xiao Li 024; Lin Zhao 004; Xintao Hu; Tianming Liu 001; Lei Guo 002 (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)

A novel framework for analyzing cortical folding patterns based on sulcal baselines and gyral crestlines. - Fangfei Ge; Hanbo Chen; Tuo Zhang; Xianqiao Wang; Lin Yuan; Xintao Hu; Lei Guo 002; Tianming Liu 001 (ISBI, 2018)

Exploring intrinsic networks and their interactions using group wise temporal sparse coding. - Fangfei Ge; Jinglei Lv; Xintao Hu; Lei Guo 002; Junwei Han 001; Shijie Zhao 001; Tianming Liu 001 (ISBI, 2018)

Modeling task fMRI data via mixture of deep expert networks. - Heng Huang; Xintao Hu; Qinglin Dong; Shijie Zhao 001; Shu Zhang 001; Yu Zhao 007; Lei Quo; Tianming Liu 001 (ISBI, 2018)

Latent source mining of fMRI data via deep belief network. - Lei Li; Xintao Hu; Heng Huang; Chunlin He; Liting Wang; Junwei Han 001; Lei Quo; Wei Zhang 090; Tianming Liu 001 (ISBI, 2018)

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)

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)

Modeling Task fMRI Data Via Deep Convolutional Autoencoder. - Heng Huang; Xintao Hu; Yu Zhao 007; Milad Makkie; Qinglin Dong; Shijie Zhao 001; Lei Guo 002; Tianming Liu 001 (IEEE Trans. Medical Imaging, 2018)

Explore the Hierarchical Auditory Information Processing Via Deep Convolutional Autoencoder. - Liting Wang; Xintao Hu; Huan Liu 006; Heng Huang; Lei Guo 002; Tianming Liu 001 (ISBI, 2019)

A Two-Stage DBN-Based Method to Exploring Functional Brain Networks in Naturalistic Paradigm FMRI. - Yin Zhang; Xintao Hu; Chunlin He; Xiangning Wang; Yudan Ren; Huan Liu 006; Liting Wang; Lei Guo 002; Tianming Liu 001 (ISBI, 2019)

3D Convolutional Long-Short Term Memory Network for Spatiotemporal Modeling of fMRI Data. - Wei Suo; Xintao Hu; Bowei Yan; Mengyang Sun; Lei Guo 002; Junwei Han 001; Tianming Liu 001 (MBIA/MFCA@MICCAI, 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)

Hierarchical Organization of Functional Brain Networks Revealed by Hybrid Spatiotemporal Deep Learning. - Wei Zhang 090; Shijie Zhao 001; Xintao Hu; Qinglin Dong; Heng Huang; Shu Zhang 001; Yu Zhao 007; Haixing Dai; Fangfei Ge; Lei Guo 002; Tianming Liu 001 (Brain Connect., 2020)

Neural Correlates of Interobserver Visual Congruency in Free-Viewing Condition. - Huan Liu 006; Xintao Hu; Yudan Ren; Liting Wang; Lei Guo 002; Christine Cong Guo; Junwei Han 001 (IEEE Trans. Cogn. Dev. Syst., 2021)

Bang-Bang Control Of A Tail-less Morphing Wing Flight. - Eric Sihite; Xintao Hu; Bozhen Li; Adarsh Salagame; Paul Ghanem; Alireza Ramezani (CoRR, 2022)

Discovering Dynamic Functional Brain Networks via Spatial and Channel-wise Attention. - Yiheng Liu; Enjie Ge; Mengshen He; Zhengliang Liu; Shijie Zhao 001; Xintao Hu; Dajiang Zhu; Tianming Liu 001; Bao Ge (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)

BI AVAN: Brain inspired Adversarial Visual Attention Network. - Heng Huang; Lin Zhao 004; Xintao Hu; Haixing Dai; Lu Zhang 050; Dajiang Zhu; Tianming Liu 001 (CoRR, 2022)

Functional Brain Networks Underlying Auditory Saliency During Naturalistic Listening Experience. - Liting Wang; Xintao Hu; Huan Liu 006; Shijie Zhao 001; Lei Guo 002; Junwei Han 001; Tianming Liu 001 (IEEE Trans. Cogn. Dev. Syst., 2022)

Coupling Artificial Neurons in BERT and Biological Neurons in the Human Brain. - Xu Liu; Mengyue Zhou; Gaosheng Shi; Yu Du; Lin Zhao 004; Zihao Wu 001; David Liu; Tianming Liu 001; Xintao Hu (AAAI, 2023)

Fine-grained Artificial Neurons in Audio-transformers for Disentangling Neural Auditory Encoding. - Mengyue Zhou; Xu Liu; David Liu; Zihao Wu 001; Zhengliang Liu; Lin Zhao 004; Dajiang Zhu; Lei Guo 002; Junwei Han 001; Tianming Liu 001; Xintao Hu (ACL (Findings), 2023)

A Novel Contactless Prediction Algorithm of Indoor Thermal Comfort Based on Posture Estimation. - Shuchang Chu; Xiaogang Cheng; Yufeng Zhou; Xintao Hu; Caoxin Xu; Xiaolong Liu; Qing Wang; Bing Yang (ICIG (4), 2023)

A Novel Attention-DeblurGAN-Based Defogging Algorithm. - Xintao Hu; Xiaogang Cheng; Zhaobin Wang; Jie Ni; Bo Zhang; Bo Gao; Yan Zhang; Xin Geng; Limin Song (ICIG (2), 2023)

Topological Similarity between Artificial and Biological Neural Networks. - Yu Du; Liting Wang; Lei Guo 002; Junwei Han 001; Tianming Liu 001; Xintao Hu (ISBI, 2023)

Selective Visual Attention Revealed by Integrating FMRI and Eye-Tracking. - Yang Qin; Liting Wang; Lei Guo 002; Junwei Han 001; Xintao Hu (ISBI, 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)

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)

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)

Hyperspectral anomaly detection using ensemble and robust collaborative representation. - Shaoxi Wang; Xintao Hu; Jialong Sun; Jinzhuo Liu (Inf. Sci., 2023)

A generic framework for embedding human brain function with temporally correlated autoencoder. - Lin Zhao 004; Zihao Wu 001; Haixing Dai; Zhengliang Liu; Xintao Hu; Tuo Zhang; Dajiang Zhu; Tianming Liu 001 (Medical Image Anal., 2023)

Arousal modulates the amygdala-insula reciprocal connectivity during naturalistic emotional movie watching. - Liting Wang; Xintao Hu; Yudan Ren; Jinglei Lv; Shijie Zhao 001; Lei Guo 002; Tianming Liu 001; Junwei Han 001 (NeuroImage, 2023)

Brain Dialogue Interface (BDI): A User-Friendly fMRI Model for Interactive Brain Decoding. - Heng Huang; Lin Zhao 004; Zihao Wu 001; Xiaowei Yu; Jing Zhang 010; Xintao Hu; Dajiang Zhu; Tianming Liu 001 (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)

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)

Brain-like Functional Organization within Large Language Models. - Haiyang Sun; Lin Zhao 004; Zihao Wu 001; Xiaohui Gao; Yutao Hu; Mengfei Zuo; Wei Zhang 090; Junwei Han 001; Tianming Liu 001; Xintao Hu (CoRR, 2024)

LinBridge: A Learnable Framework for Interpreting Nonlinear Neural Encoding Models. - Xiaohui Gao; Yue Cheng; Peiyang Li; Yijie Niu; Yifan Ren; Yiheng Liu; Haiyang Sun; Zhuoyi Li; Weiwei Xing; Xintao Hu (CoRR, 2024)

Task sub-type states decoding via group deep bidirectional recurrent neural network. - Shijie Zhao 001; Long Fang; Yang Yang 009; Guochang Tang; Guoxin Luo; Junwei Han 001; Tianming Liu 001; Xintao Hu (Medical Image Anal., 2024)

BI-AVAN: A Brain-Inspired Adversarial Visual Attention Network for Characterizing Human Visual Attention From Neural Activity. - Heng Huang; Lin Zhao 004; Haixing Dai; Lu Zhang 050; Xintao Hu; Dajiang Zhu; Tianming Liu 001 (IEEE Trans. Multim., 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)

Development of grinding intelligent monitoring and big data-driven decision making expert system towards high efficiency and low energy consumption: experimental approach. - Jinling Wang; Yebing Tian; Xintao Hu; Zenghua Fan; Jinguo Han; Yanhou Liu (J. Intell. Manuf., 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)

MEET: A Multi-Band EEG Transformer for Brain States Decoding. - Enze Shi; Sigang Yu; Yanqing Kang; Jinru Wu; Lin Zhao 004; Dajiang Zhu; Jinglei Lv; Tianming Liu 001; Xintao Hu; Shu Zhang 006 (IEEE Trans. Biomed. Eng., 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)

Understanding LLMs: A comprehensive overview from training to inference. - Yiheng Liu; Hao He; Tianle Han; Xu Zhang; Mengyuan Liu; Jiaming Tian; Yutong Zhang; Jiaqi Wang 010; Xiaohui Gao; Tianyang Zhong; Yi Pan 001; Shaochen Xu; et al. (Neurocomputing, 2025)

Brain-Inspired Exploration of Functional Networks and Key Neurons in Large Language Models. - Yiheng Liu; Xiaohui Gao; Haiyang Sun; Bao Ge; Tianming Liu 001; Junwei Han 001; Xintao Hu (CoRR, 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)

Pruning Large Language Models by Identifying and Preserving Functional Networks. - Yiheng Liu; Junhao Ning; Sichen Xia; Xiaohui Gao; Ning Qiang; Bao Ge; Junwei Han 001; Xintao Hu (CoRR, 2025)