World-centered representation for neural networks. - Lei Guo 002 (ICNN, 1997)

Random time-division operation for salience of visual contours. - Lei Guo 002; Tianming Liu 001 (IJCNN, 1999)

Parallel double-conversion spiking neural network for world-centered recognition. - Lei Guo 002 (Neurocomputing, 2000)

A new image retrieval system supporting query by semantics and example. - Junwei Han 001; Lei Guo 002 (ICIP (3), 2002)

Novel image retrieval technique using salient edges. - Junwei Han 001; Jungong Han; Lei Guo 002 (Storage and Retrieval for Media Databases, 2002)

Adaptive self-excitation groups in visual curve integration. - Lei Guo 002; Tianming Liu 001; Junwei Han 001 (Neurocomputing, 2002)

Automatic attention object extraction from images. - Junwei Han 001; Mingjing Li; HongJiang Zhang; Lei Guo 002 (ICIP (2), 2003)

A memorization learning model for image retrieval. - Junwei Han 001; Mingjing Li; HongJiang Zhang; Lei Guo 002 (ICIP (3), 2003)

An image retrieval algorithm using independent edge self-reinforcement and integrated salient edge matching. - Junwei Han 001; Lei Guo 002 (Storage and Retrieval for Media Databases, 2003)

Improving image retrieval performance by integrating long-term learning with short-term learning. - Junwei Han 001; Lei Guo 002 (Storage and Retrieval for Media Databases, 2003)

A shape-based image retrieval method using salient edges. - Junwei Han 001; Lei Guo 002 (Signal Process. Image Commun., 2003)

Brain tissue segmentation based on DWI/DTI data. - Hai Li 006; Tianming Liu 001; Geoffrey S. Young; Lei Guo 002; Stephen T. C. Wong (ISBI, 2006)

Deformation invariant attribute vector for 3D image registration: method and validation. - Gang Li 001; Tianming Liu 001; Geoffrey S. Young; Lei Guo 002; Stephen T. C. Wong (ISBI, 2006)

Least square conformal mapping with spring energy. - Jingxin Nie; Tianming Liu 001; Geoffrey S. Young; Lei Guo 002; Stephen T. C. Wong (ISBI, 2006)

Importance of Entities in Knowledge. - Jun Fang; Lei Guo 002; Xiaodong Wang 004; Liang Chen; Ning Yang 003; Weili Yang (Web Intelligence, 2006)

Edge Detection using Inertia-based Ant Colony Systems. - Liang Chen; Lei Guo 002; Ning Yang 003; Yong Yu (Artificial Intelligence and Pattern Recognition, 2007)

Ontology-Based Automatic Classification and Ranking for Web Documents. - Jun Fang; Lei Guo 002; Xiaodong Wang 004; Ning Yang 003 (FSKD (3), 2007)

Deformable Registration of Dti and Spgr Images. - Hai Li 006; Tianming Liu 001; Lei Guo 002; Stephen T. C. Wong (ISBI, 2007)

Segmentation of Touching Cells Using Gradient Flow Tracking. - Gang Li 001; Tianming Liu 001; Jingxin Nie; Lei Guo 002; Stephen T. C. Wong (ISBI, 2007)

Reconstruction of Central Cortical Surface from Brain Mri Images: Method and Application. - Jingxin Nie; Tianming Liu 001; Lei Guo 002; Stephen T. C. Wong (ISBI, 2007)

Least-square conformal brain mapping with spring energy. - Jingxin Nie; Tianming Liu 001; Gang Li 001; Geoffrey S. Young; Ashley Tarokh; Lei Guo 002; Stephen T. C. Wong (Comput. Medical Imaging Graph., 2007)

Brain tissue segmentation based on DTI data. - Tianming Liu 001; Hai Li 006; Kelvin K. Wong; Ashley Tarokh; Lei Guo 002; Stephen T. C. Wong (NeuroImage, 2007)

Ontology clarification by using semantic disambiguation. - Lei Guo 002; Xiaodong Wang 004; Jun Fang (CSCWD, 2008)

Automated ontology selection based on description logic. - Xiaodong Wang 004; Lei Guo 002; Jun Fang (CSCWD, 2008)

A Novel Method for Cortical Sulcal Fundi Extraction. - Gang Li 001; Tianming Liu 001; Jingxin Nie; Lei Guo 002; Stephen T. C. Wong (MICCAI (1), 2008)

ZFIQ: a software package for zebrafish biology. - Tianming Liu 001; Jingxin Nie; Gang Li 001; Lei Guo 002; Stephen T. C. Wong (Bioinform., 2008)

Reconstruction of central cortical surface from brain MRI images: Method and application. - Tianming Liu 001; Jingxin Nie; Ashley Tarokh; Lei Guo 002; Stephen T. C. Wong (NeuroImage, 2008)

An Automated Method for Cell Detection in Zebrafish. - Tianming Liu 001; Gang Li 001; Jingxin Nie; Ashley Tarokh; Xiaobo Zhou 001; Lei Guo 002; Jarema Malicki; Weiming Xia; Stephen T. C. Wong (Neuroinformatics, 2008)

Boundary-based Module Extraction in Weakly Acyclic EL++ Ontologies: Theory Foundation and Preliminary Evaluation. - Jun Fang; Lei Guo 002 (I-SEMANTICS, 2009)

Comparative Analysis of Fingerprint Orientation Field Algorithms. - Dahai Chen; Xiang Ji; Feng Fan; Jun Zhang; Lei Guo 002; Weihua Meng (ICIG, 2009)

Simultaneous Consideration of Spatial Deformation and Tensor Orientation in Diffusion Tensor Image Registration Using Local Fast Marching Patterns. - Hai Li 006; Zhong Xue; Lei Guo 002; Stephen T. C. Wong (IPMI, 2009)

Grouping of Brain MR Images via Affinity Propagation. - Gang Li 001; Lei Guo 002; Tianming Liu 001 (ISCAS, 2009)

Gyral Folding Pattern Analysis via Surface Profiling. - Kaiming Li; Lei Guo 002; Gang Li 001; Jingxin Nie; Carlos Faraco; Qun Zhao; L. Stephen Miller; Tianming Liu 001 (MICCAI (1), 2009)

A Computational Model of Cerebral Cortex Folding. - Jingxin Nie; Gang Li 001; Lei Guo 002; Tianming Liu 001 (MICCAI (1), 2009)

Parametric Representation of Cortical Surface Folding Based on Polynomials. - Tuo Zhang; Lei Guo 002; Gang Li 001; Jingxin Nie; Tianming Liu 001 (MICCAI (1), 2009)

Deformation invariant attribute vector for deformable registration of longitudinal brain MR images. - Gang Li 001; Lei Guo 002; Tianming Liu 001 (Comput. Medical Imaging Graph., 2009)

Review of methods for functional brain connectivity detection using fMRI. - Kaiming Li; Lei Guo 002; Jingxin Nie; Gang Li 001; Tianming Liu 001 (Comput. Medical Imaging Graph., 2009)

Automated brain tumor segmentation using spatial accuracy-weighted hidden Markov Random Field. - Jingxin Nie; Zhong Xue; Tianming Liu 001; Geoffrey S. Young; Kian Setayesh; Lei Guo 002; Stephen T. C. Wong (Comput. Medical Imaging Graph., 2009)

Automatic cortical sulcal parcellation based on surface principal direction flow field tracking. - Gang Li 001; Lei Guo 002; Jingxin Nie; Tianming Liu 001 (NeuroImage, 2009)

Direction field diffusion on cortical surface via graph cuts. - Gang Li 001; Lei Guo 002; Jingxin Nie; Kaiming Li; Tianming Liu 001 (CVPR Workshops, 2010)

Documents classification by using ontology reasoning and similarity measure. - Jun Fang; Lei Guo 002; Yue Niu (FSKD, 2010)

Handling polysemy in description logic ontologies. - Jun Fang; Lei Guo 002; Ning Yang 003 (FSKD, 2010)

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)

Cortical surface based identification of brain networks using high spatial resolution resting state FMRI data. - Kaiming Li; Lei Guo 002; Gang Li 001; Jingxin Nie; Carlos Faraco; Qun Zhao; L. Stephen Miller; 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)

Cortical Sulcal Bank Segmentation via Geometric Similarity Based Graph Partition. - Gang Li 001; Lei Guo 002; Tuo Zhang; Jingxin Nie; Tianming Liu 001 (MIAR, 2010)

Automatic Cortical Gyral Parcellation Using Probabilistic Atlas and Graph Cuts. - Gang Li 001; Lei Guo 002; Tuo Zhang; Jingxin Nie; Tianming Liu 001 (MIAR, 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)

Automatic clustering of white matter fibers based on symbolic sequence analysis. - Bao Ge; Lei Guo 002; Kaiming Li; Hai Li 006; Carlos Faraco; Qun Zhao; L. Stephen Miller; Tianming Liu 001 (Image Processing, 2010)

Optimal combination of multiple cortical surface parcellations. - Xintao Hu; Lei Guo 002; Gang Li 001; Kaiming Li; Tianming Liu 001 (Image Processing, 2010)

Gyral parcellation of cortical surfaces via coupled flow field tracking. - Gang Li 001; Lei Guo 002; Kaiming Li; Jingxin Nie; 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)

An automated pipeline for cortical sulcal fundi extraction. - Gang Li 001; Lei Guo 002; Jingxin Nie; Tianming Liu 001 (Medical Image Anal., 2010)

Gyral folding pattern analysis via surface profiling. - Kaiming Li; Lei Guo 002; Gang Li 001; Jingxin Nie; Carlos Faraco; Guangbin Cui; Qun Zhao; L. Stephen Miller; Tianming Liu 001 (NeuroImage, 2010)

A hybrid approach to automatic clustering of white matter fibers. - Hai Li 006; Zhong Xue; Lei Guo 002; Tianming Liu 001; Jill Hunter; Stephen T. C. Wong (NeuroImage, 2010)

A local fast marching-based diffusion tensor image registration algorithm by simultaneously considering spatial deformation and tensor orientation. - Zhong Xue; Hai Li 006; Lei Guo 002; Stephen T. C. Wong (NeuroImage, 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)

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)

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)

Brain state change detection via fiber-centered functional connectivity analysis. - Chulwoo Lim; Xiang Li 001; Kaiming Li; Lei Guo 002; Tianming Liu 001 (ISBI, 2011)

Automated DNA fiber tracking and measurement. - Yaping Wang; Paul Chastain; Pew-Thian Yap; Jie-Zhi Cheng; David Kaufman; Lei Guo 002; Dinggang Shen (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)

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)

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)

Ventricle Shape Analysis for Centenarians, Elderly Subjects, MCI and AD Patients. - Zhaojin Gong; Jianfeng Lu 003; Jia Chen; Yaping Wang; Yixuan Yuan; Tuo Zhang; Lei Guo 002; L. Stephen Miller (MBIA, 2011)

Fiber-Centered Granger Causality Analysis. - Xiang Li 001; Kaiming Li; Lei Guo 002; Chulwoo Lim; Tianming Liu 001 (MICCAI (2), 2011)

Robust Deformable-Surface-Based Skull-Stripping for Large-Scale Studies. - Yaping Wang; Jingxin Nie; Pew-Thian Yap; Feng Shi 001; Lei Guo 002; Dinggang Shen (MICCAI (3), 2011)

Predicting Functional Brain ROIs via Fiber Shape Models. - Tuo Zhang; Lei Guo 002; Kaiming Li; Dajiang Zhu; Guangbin Cui; 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)

Inferring Group-Wise Consistent Multimodal Brain Networks via Multi-view Spectral Clustering. - Hanbo Chen; Kaiming Li; Dajiang Zhu; Tuo Zhang; Changfeng Jin; Lei Guo 002; Lingjiang Li; Tianming Liu 001 (MICCAI (3), 2012)

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)

Groupwise Segmentation Improves Neuroimaging Classification Accuracy. - Yaping Wang; Hongjun Jia; Pew-Thian Yap; Bo Cheng 006; Chong-Yaw Wee; Lei Guo 002; Dinggang Shen (MBIA, 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)

Improving segmentation of 3D touching cell nuclei using flow tracking on surface meshes. - Gang Li 001; Lei Guo 002 (Int. J. Comput. Biol. Drug Des., 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)

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

Assessing Graph Properties and Dynamics of the Functional Brain Networks in Alzheimer's Disease. - Xiaojin Li; Lei Guo 002 (ICIG, 2013)

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)

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)

Kernel-based multi-task joint sparse classification for Alzheimer'S disease. - Yaping Wang; Manhua Liu; Lei Guo 002; Dinggang Shen (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)

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)

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)

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)

Mapping longitudinal cerebral cortex development using diffusion tensor imaging. - Yaping Wang; Gang Li 001; Mihye Ahn; Jingxin Nie; Hongtu Zhu; Lei Guo 002 (Image Processing, 2013)

Consistent 4D brain extraction of serial brain MR images. - Yaping Wang; Gang Li 001; Jingxin Nie; Pew-Thian Yap; Lei Guo 002; Dinggang Shen (Image Processing, 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)

Characterization of task-free and task-performance brain states via functional connectome patterns. - Xin Zhang 013; Lei Guo 002; Xiang Li 001; Tuo Zhang; Dajiang Zhu; Kaiming Li; Hanbo Chen; Jinglei Lv; Changfeng Jin; Qun Zhao; Lingjiang Li; Tianming Liu 001 (Medical Image Anal., 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)

Detecting Brain State Changes via Fiber-Centered Functional Connectivity Analysis. - Xiang Li 001; Chulwoo Lim; Kaiming Li; 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)

Optimal contrast based saliency detection. - Xiaoliang Qian; Junwei Han 001; Gong Cheng 003; Lei Guo 002 (Pattern Recognit. Lett., 2013)

FMRI Signal Analysis Using Empirical Mean Curve Decomposition. - Fan Deng 001; Dajiang Zhu; Jinglei Lv; Lei Guo 002; Tianming Liu 001 (IEEE Trans. Biomed. Eng., 2013)

An Object-Oriented Visual Saliency Detection Framework Based on Sparse Coding Representations. - Junwei Han 001; Sheng He; Xiaoliang Qian; Dongyang Wang; Lei Guo 002; Tianming Liu 001 (IEEE Trans. Circuits Syst. Video Technol., 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)

Salient region detection using background contrast. - Yanbang Zhang; Junwei Han 001; Lei Guo 002 (ICIP, 2014)

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)

Saliency detection based on feature learning using Deep Boltzmann Machines. - Shifeng Wen; Junwei Han 001; Dingwen Zhang; Lei Guo 002 (ICME, 2014)

Scalable multi-class geospatial object detection in high-spatial-resolution remote sensing images. - Gong Cheng 003; Junwei Han 001; Peicheng Zhou; Lei Guo 002 (IGARSS, 2014)

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)

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)

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)

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)

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)

Characterization of U-shape streamline fibers: Methods and applications. - Tuo Zhang; Hanbo Chen; Lei Guo 002; Kaiming Li; Longchuan Li; Shu Zhang 001; Dinggang Shen; Xiaoping Hu 001; Tianming Liu 001 (Medical Image Anal., 2014)

Interactive object-based image retrieval and annotation on iPad. - Junwei Han 001; Ming Xu; Xin Li; Lei Guo 002; Tianming Liu 001 (Multim. Tools Appl., 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)

Identifying valence and arousal levels via connectivity between EEG channels. - Mo Chen; Junwei Han 001; Lei Guo 002; Jiahui Wang; Ioannis Patras (ACII, 2015)

Learning coarse-to-fine sparselets for efficient object detection and scene classification. - Gong Cheng 003; Junwei Han 001; Lei Guo 002; Tianming Liu 001 (CVPR, 2015)

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)

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)

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)

Semantic Segmentation based on Stacked Discriminative Autoencoders and Context-Constrained Weakly Supervised Learning. - Xiwen Yao; Junwei Han 001; Gong Cheng 003; Lei Guo 002 (ACM Multimedia, 2015)

Auto-encoder-based shared mid-level visual dictionary learning for scene classification using very high resolution remote sensing images. - Gong Cheng 003; Peicheng Zhou; Junwei Han 001; Lei Guo 002; Jungong Han (IET Comput. Vis., 2015)

A coarse-to-fine model for airport detection from remote sensing images using target-oriented visual saliency and CRF. - Xiwen Yao; Junwei Han 001; Lei Guo 002; Shuhui Bu; Zhenbao Liu (Neurocomputing, 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)

Weakly Supervised Learning for Target Detection in Remote Sensing Images. - Dingwen Zhang; Junwei Han 001; Gong Cheng 003; Zhenbao Liu; Shuhui Bu; Lei Guo 002 (IEEE Geosci. Remote. Sens. Lett., 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)

Optimization of large-scale mouse brain connectome via joint evaluation of DTI and neuron tracing data. - Hanbo Chen; Tao Liu 044; Yu Zhao 007; Tuo Zhang; Yujie Li 004; Meng Li; Hongmiao Zhang; Hui Kuang; Lei Guo 002; Joe Z. Tsien; Tianming Liu 001 (NeuroImage, 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)

Effective and Efficient Midlevel Visual Elements-Oriented Land-Use Classification Using VHR Remote Sensing Images. - Gong Cheng 003; Junwei Han 001; Lei Guo 002; Zhenbao Liu; Shuhui Bu; Jinchang Ren (IEEE Trans. Geosci. Remote. Sens., 2015)

Object Detection in Optical Remote Sensing Images Based on Weakly Supervised Learning and High-Level Feature Learning. - Junwei Han 001; Dingwen Zhang; Gong Cheng 003; Lei Guo 002; Jinchang Ren (IEEE Trans. Geosci. Remote. Sens., 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)

Sparse Canonical Correlation Analysis via truncated ℓ1-norm with application to brain imaging genetics. - Lei Du 001; Tuo Zhang; Kefei Liu 001; Xiaohui Yao; Jingwen Yan; Shannon L. Risacher; Lei Guo 002; Andrew J. Saykin; Li Shen 001 (BIBM, 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)

Semantic annotation of satellite images via joint multi-feature learning with diversity constraint. - Xiwen Yao; Junwei Han 001; Gong Cheng 003; Peicheng Zhou; Lei Guo 002 (IGARSS, 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)

Group-wise sparse representation of brain states reveal network abnormalities in mild traumatic brain injury. - Jinglei Lv; Armin Iraji; Hanbo Chen; Fangfei Ge; Lei Guo 002; Xin Zhang 013; Zhifeng Kou; 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)

Double-Hypergraph Based Sentence Ranking for Query-Focused Multi-document Summarizaton. - Xiaoyan Cai; Junwei Han 001; Lei Guo 002; Libin Yang (WI Workshops, 2016)

Saliency detection by selective color features. - Yanbang Zhang; Fen Zhang; Lei Guo 002 (Neurocomputing, 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)

Two-Stage Learning to Predict Human Eye Fixations via SDAEs. - Junwei Han 001; Dingwen Zhang; Shifeng Wen; Lei Guo 002; Tianming Liu 001; Xuelong Li 001 (IEEE Trans. Cybern., 2016)

Semantic Annotation of High-Resolution Satellite Images via Weakly Supervised Learning. - Xiwen Yao; Junwei Han 001; Gong Cheng 003; Xueming Qian; Lei Guo 002 (IEEE Trans. Geosci. Remote. Sens., 2016)

Identifying Associations Between Brain Imaging Phenotypes and Genetic Factors via a Novel Structured SCCA Approach. - Lei Du 001; Tuo Zhang; Kefei Liu 001; Jingwen Yan; Xiaohui Yao; Shannon L. Risacher; Andrew J. Saykin; Junwei Han 001; Lei Guo 002; Li Shen 001 (IPMI, 2017)

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)

Exploring human brain activation via nested sparse coding and functional operators. - Shu Zhang 001; Xiang Li 001; Lei Guo 002; Tianming Liu 001 (ISBI, 2017)

A Fast SCCA Algorithm for Big Data Analysis in Brain Imaging Genetics. - Yuming Huang; Lei Du 001; Kefei Liu 001; Xiaohui Yao; Shannon L. Risacher; Lei Guo 002; Andrew J. Saykin; Li Shen 001 (GRAIL/MFCA/MICGen@MICCAI, 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)

Radial Structure Scaffolds Convolution Patterns of Developing Cerebral Cortex. - Mir Jalil Razavi; Tuo Zhang; Hanbo Chen; Yujie Li 004; Simon Platt; Yu Zhao 007; Lei Guo 002; Xiaoping Hu 001; Xianqiao Wang; Tianming Liu 001 (Frontiers Comput. Neurosci., 2017)

Mechanisms of circumferential gyral convolution in primate brains. - Tuo Zhang; Mir Jalil Razavi; Hanbo Chen; Yujie Li 004; Xiao Li 024; Longchuan Li; Lei Guo 002; Xiaoping Hu 001; Tianming Liu 001; Xianqiao Wang (J. Comput. Neurosci., 2017)

Remote Sensing Image Scene Classification Using Bag of Convolutional Features. - Gong Cheng 003; Zhenpeng Li; Xiwen Yao; Lei Guo 002; Zhongliang Wei (IEEE Geosci. Remote. Sens. Lett., 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)

Fast Multi-Task SCCA Learning with Feature Selection for Multi-Modal Brain Imaging Genetics. - Lei Du 001; Kefei Liu 001; Xiaohui Yao; Shannon L. Risacher; Junwei Han 001; Lei Guo 002; Andrew J. Saykin; Li Shen 001 (BIBM, 2018)

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)

Joint representation of cortical folding, structural connectivity and functional networks. - Shu Zhang 001; Tuo Zhang; Xiao Li 024; Lei Guo 002; Tianming Liu 001 (ISBI, 2018)

Identifying Brain Networks of Multiple Time Scales via Deep Recurrent Neural Network. - Yan Cui 005; Shijie Zhao 001; Han Wang 012; Li Xie; Yaowu Chen; Junwei Han 001; Lei Guo 002; Fan Zhou 007; Tianming Liu 001 (MICCAI (3), 2018)

Identification of Species-Preserved Cortical Landmarks. - Tuo Zhang; Xiao Li 024; Lin Zhao 004; Ying Huang 007; Lei Guo 002; Tianming Liu 001 (MICCAI (3), 2018)

A novel SCCA approach via truncated ℓ1-norm and truncated group lasso for brain imaging genetics. - Lei Du 001; Kefei Liu 001; Tuo Zhang; Xiaohui Yao; Jingwen Yan; Shannon L. Risacher; Junwei Han 001; Lei Guo 002; Andrew J. Saykin; Li Shen 001 (Bioinform., 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)

Identifying affective levels on music video via completing the missing modality. - Mo Chen; Gong Cheng 003; Lei Guo 002 (Multim. Tools Appl., 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)

Discriminative Joint-Feature Topic Model With Dual Constraints for WCE Classification. - Yixuan Yuan; Xiwen Yao; Junwei Han 001; Lei Guo 002; Max Q.-H. Meng (IEEE Trans. Cybern., 2018)

Exploring Hierarchical Convolutional Features for Hyperspectral Image Classification. - Gong Cheng 003; Zhenpeng Li; Junwei Han 001; Xiwen Yao; Lei Guo 002 (IEEE Trans. Geosci. Remote. Sens., 2018)

When Deep Learning Meets Metric Learning: Remote Sensing Image Scene Classification via Learning Discriminative CNNs. - Gong Cheng 003; Ceyuan Yang; Xiwen Yao; Lei Guo 002; Junwei Han 001 (IEEE Trans. Geosci. Remote. Sens., 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)

Performance Comparison of Two Pooling Strategies for Remote Sensing Image Scene Classification. - Maoxiong Wu; Gong Cheng 003; Xiwen Yao; Xiaoliang Qian; Junwei Han 001; Lei Guo 002 (IGARSS, 2019)

Learning Region Response Ranking Features for Remote Sensing Image Scene Classification. - Junyu Yang; Gong Cheng 003; Xiwen Yao; Junwei Han 001; Lei Guo 002 (IGARSS, 2019)

Rotation-Invariant Latent Semantic Representation Learning for Object Detection in VHR Optical Remote Sensing Images. - Xiwen Yao; Xiaoxu Feng; Gong Cheng 003; Junwei Han 001; Lei Guo 002 (IGARSS, 2019)

Scene Classification of High Resolution Remote Sensing Images Via Self-Paced Deep Learning. - Xiwen Yao; Liuqing Yang; Gong Cheng 003; Junwei Han 001; Lei Guo 002 (IGARSS, 2019)

Diagnosis Status Guided Brain Imaging Genetics Via Integrated Regression And Sparse Canonical Correlation Analysis. - Lei Du 001; Kefei Liu 001; Xiaohui Yao; Shannon L. Risacher; Lei Guo 002; Andrew J. Saykin; Li Shen 001 (ISBI, 2019)

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)

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)

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)

A Dirty Multi-task Learning Method for Multi-modal Brain Imaging Genetics. - Lei Du 001; Fang Liu; Kefei Liu 001; Xiaohui Yao; Shannon L. Risacher; Junwei Han 001; Lei Guo 002; Andrew J. Saykin; Li Shen 001 (MICCAI (4), 2019)

Species-Preserved Structural Connections Revealed by Sparse Tensor CCA. - Zhibin He; Ying Huang 007; Tianming Liu 001; Lei Guo 002; Lei Du 001; Tuo Zhang (MBIA/MFCA@MICCAI, 2019)

Multi-view Graph Matching of Cortical Landmarks. - Ying Huang 007; Zhibin He; Lei Guo 002; Tianming Liu 001; Tuo Zhang (MICCAI (4), 2019)

Identification of Abnormal Cortical 3-Hinge Folding Patterns on Autism Spectral Brains. - Ying Huang 007; Zhibin He; Tianming Liu 001; Lei Guo 002; Tuo Zhang (MBIA/MFCA@MICCAI, 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)

Group-Wise Graph Matching of Cortical Gyral Hinges. - Tuo Zhang; Xiao Li 024; Lin Zhao 004; Ying Huang 007; Zhibin He; Lei Guo 002; Tianming Liu 001 (MICCAI (4), 2019)

Exploring Brain Hemodynamic Response Patterns via Deep Recurrent Autoencoder. - Shijie Zhao 001; Yan Cui 005; Yaowu Chen; Xin Zhang 013; Wei Zhang 090; Huan Liu 006; Junwei Han 001; Lei Guo 002; Li Xie; Tianming Liu 001 (MBIA/MFCA@MICCAI, 2019)

Identifying progressive imaging genetic patterns via multi-task sparse canonical correlation analysis: a longitudinal study of the ADNI cohort. - Lei Du 001; Kefei Liu 001; Lei Zhu 011; Xiaohui Yao; Shannon L. Risacher; Lei Guo 002; Andrew J. Saykin; Li Shen 001 (Bioinform., 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)

Identifying Brain Networks at Multiple Time Scales via Deep Recurrent Neural Network. - Yan Cui 005; Shijie Zhao 001; Han Wang 012; Li Xie; Yaowu Chen; Junwei Han 001; Lei Guo 002; Fan Zhou 007; Tianming Liu 001 (IEEE J. Biomed. Health Informatics, 2019)

Mining High-order Multimodal Brain Image Associations via Sparse Tensor Canonical Correlation Analysis. - Lei Du 001; Jin Zhang 023; Fang Liu; Minjianan Zhang; Huiai Wang; Lei Guo 002; Junwei Han 001 (BIBM, 2020)

Human-robot Interaction Control by using a General Sensory Model. - Shangke Lyu; Chien Chern Cheah; Xiang Yu 003; Lei Guo 002 (ICCA, 2020)

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)

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)

Supervised Brain Network Learning Based on Deep Recurrent Neural Networks. - Shijie Zhao 001; Yan Cui 005; Linwei Huang; Li Xie; Yaowu Chen; Junwei Han 001; Lei Guo 002; Shu Zhang 001; Tianming Liu 001; Jinglei Lv (IEEE Access, 2020)

Identifying diagnosis-specific genotype-phenotype associations via joint multitask sparse canonical correlation analysis and classification. - Lei Du 001; Fang Liu; Kefei Liu 001; Xiaohui Yao; Shannon L. Risacher; Junwei Han 001; Lei Guo 002; Andrew J. Saykin; Li Shen 001 (Bioinform., 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)

Detecting genetic associations with brain imaging phenotypes in Alzheimer's disease via a novel structured SCCA approach. - Lei Du 001; Kefei Liu 001; Xiaohui Yao; Shannon L. Risacher; Junwei Han 001; Andrew J. Saykin; Lei Guo 002; Li Shen 001 (Medical Image Anal., 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)

A One-Stage Approach for Surface Anomaly Detection with Background Suppression Strategies. - Gaokai Liu; Ning Yang 003; Lei Guo 002; Shiping Guo; Zhi Chen (Sensors, 2020)

Remote Sensing Image Scene Classification Meets Deep Learning: Challenges, Methods, Benchmarks, and Opportunities. - Gong Cheng 003; Xingxing Xie; Junwei Han 001; Lei Guo 002; Gui-Song Xia (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Modeling Brain Diverse and Complex Hemodynamic Response Patterns via Deep Recurrent Autoencoder. - Yan Cui 005; Shijie Zhao 001; Yaowu Chen; Junwei Han 001; Lei Guo 002; Li Xie; Tianming Liu 001 (IEEE Trans. Cogn. Dev. Syst., 2020)

High-Quality Proposals for Weakly Supervised Object Detection. - Gong Cheng 003; Junyu Yang; Decheng Gao; Lei Guo 002; Junwei Han 001 (IEEE Trans. Image Process., 2020)

Cross-Scale Feature Fusion for Object Detection in Optical Remote Sensing Images. - Gong Cheng 003; Yongjie Si; Hailong Hong; Xiwen Yao; Lei Guo 002 (IEEE Geosci. Remote. Sens. Lett., 2021)

Corrigendum to Identifying associations among genomic, proteomic and imaging biomarkers via adaptive sparse multi-view canonical correlation analysis [Medical Image Analysis 70 (2021) 1-12/102003]. - Lei Du 001; Jin Zhang 023; Fang Liu; Huiai Wang; Lei Guo 002; Junwei Han 001 (Medical Image Anal., 2021)

Identifying associations among genomic, proteomic and imaging biomarkers via adaptive sparse multi-view canonical correlation analysis. - Lei Du 001; Jin Zhang 023; Fang Liu; Huiai Wang; Lei Guo 002; Junwei Han 001; Alzheimer's Disease Neuroimaging Initiative (Medical Image Anal., 2021)

Salient object detection using feature clustering and compactness prior. - Yanbang Zhang; Fen Zhang; Lei Guo 002; Henry Han (Multim. Tools Appl., 2021)

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)

Multi-Task Sparse Canonical Correlation Analysis with Application to Multi-Modal Brain Imaging Genetics. - Lei Du 001; Kefei Liu 001; Xiaohui Yao; Shannon L. Risacher; Junwei Han 001; Andrew J. Saykin; Lei Guo 002; Li Shen 001 (IEEE ACM Trans. Comput. Biol. Bioinform., 2021)

DLA-MatchNet for Few-Shot Remote Sensing Image Scene Classification. - Lingjun Li; Junwei Han 001; Xiwen Yao; Gong Cheng 003; Lei Guo 002 (IEEE Trans. Geosci. Remote. Sens., 2021)

Automatic Weakly Supervised Object Detection From High Spatial Resolution Remote Sensing Images via Dynamic Curriculum Learning. - Xiwen Yao; Xiaoxu Feng; Junwei Han 001; Gong Cheng 003; Lei Guo 002 (IEEE Trans. Geosci. Remote. Sens., 2021)

Eliminating Indefiniteness of Clinical Spectrum for Better Screening COVID-19. - Guangyu Guo; Zhuoyan Liu; Shijie Zhao 001; Lei Guo 002; Tianming Liu 001 (IEEE J. Biomed. Health Informatics, 2021)

A Sparse Multi-task Contrastive and Discriminative Learning Method with Feature Selection for Brain Imaging Genetics. - Jin Zhang 023; Muheng Shang; Qiang Xie; Minjianan Zhang; Duo Xi; Lei Guo 002; Junwei Han 001; Lei Du 001 (BIBM, 2022)

Prediction of Cognitive Scores by Movie-Watching FMRI Connectivity and Eye Movement Via Spectral Graph Convolutions. - Jiaxing Gao; Changhe Li; Zhibin He; Yaonai Wei; Lei Guo 002; Junwei Han 001; Shu Zhang 001; Tuo Zhang (ISBI, 2022)

Bridging Natruralistic Stimuli, Eye Movement And Brain Activity Via Cca And Locality Preserving Projection. - Changhe Li; Jiaxing Gao; Zhibin He; Songyao Zhang; Yaonai Wei; Lei Du 001; Lei Guo 002; Junwei Han 001; Shu Zhang 001; Tuo Zhang (ISBI, 2022)

Improving Fusion of Region Features and Grid Features via Two-Step Interaction for Image-Text Retrieval. - Dongqing Wu; Huihui Li; Cang Gu; Lei Guo 002; Hang Liu (ACM Multimedia, 2022)

Global-Guided Asymmetric Attention Network for Image-Text Matching. - Dongqing Wu; Huihui Li; Yinge Tang; Lei Guo 002; Hang Liu (Neurocomputing, 2022)

Guiding Clean Features for Object Detection in Remote Sensing Images. - Gong Cheng 003; Min He; Hailong Hong; Xiwen Yao; Xiaoliang Qian; Lei Guo 002 (IEEE Geosci. Remote. Sens. Lett., 2022)

Gumbel-Softmax based Neural Architecture Search for Hierarchical Brain Networks Decomposition. - Tianji Pang; Shijie Zhao 001; Junwei Han 001; Shu Zhang 001; Lei Guo 002; Tianming Liu 001 (Medical Image Anal., 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)

SPNet: Siamese-Prototype Network for Few-Shot Remote Sensing Image Scene Classification. - Gong Cheng 003; Liming Cai; Chunbo Lang; Xiwen Yao; Jinyong Chen; Lei Guo 002; Junwei Han 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Perturbation-Seeking Generative Adversarial Networks: A Defense Framework for Remote Sensing Image Scene Classification. - Gong Cheng 003; Xuxiang Sun 001; Ke Li 005; Lei Guo 002; Junwei Han 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Prototype-CNN for Few-Shot Object Detection in Remote Sensing Images. - Gong Cheng 003; Bowei Yan; Peizhen Shi; Ke Li 005; Xiwen Yao; Lei Guo 002; Junwei Han 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Multiscale Generative Adversarial Network Based on Wavelet Feature Learning for SAR-to-Optical Image Translation. - Huihui Li; Cang Gu; Dongqing Wu; Gong Cheng 003; Lei Guo 002; Hang Liu (IEEE Trans. Geosci. Remote. Sens., 2022)

Identification of multimodal brain imaging association via a parameter decomposition based sparse multi-view canonical correlation analysis method. - Jin Zhang 023; Huiai Wang; Ying Zhao; Lei Guo 002; Lei Du 001 (BMC Bioinform., 2022)

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)

Identifying Disease-related Brain Imaging Quantitative Traits and Related Genetic Variations via A Bidirectional Association Learning Method. - Muheng Shang; Yan Yang; Minjianan Zhang; Jin Zhang 023; Duo Xi; Lei Guo 002; Lei Du 001 (BIBM, 2023)

Identifying Main and Epistasis Effects of Genetic Variations on Neuroimaging Phenotypes Using Effective Feature Interaction Learning. - Jin Zhang 023; Qiang Xie; Muheng Shang; Duo Xi; Minjianan Zhang; Lei Guo 002; Lei Du 001 (BIBM, 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)

Prediction of Cognitive Scores by Joint Use of Movie-Watching fMRI Connectivity and Eye Tracking via Attention-CensNet. - Jiaxing Gao; Lin Zhao 004; Tianyang Zhong; Changhe Li; Zhibin He; Yaonai Wei; Shu Zhang 001; Lei Guo 002; Tianming Liu 001; Junwei Han 001; Tuo Zhang (MICCAI (2), 2023)

Identification of Disease-Sensitive Brain Imaging Phenotypes and Genetic Factors Using GWAS Summary Statistics. - Duo Xi; Dingnan Cui; Jin Zhang 023; Muheng Shang; Minjianan Zhang; Lei Guo 002; Junwei Han 001; Lei Du 001 (MICCAI (5), 2023)

A Small-Sample Method with EEG Signals Based on Abductive Learning for Motor Imagery Decoding. - Tianyang Zhong; Xiaozheng Wei; Enze Shi; Jiaxing Gao; Chong Ma; Yaonai Wei; Songyao Zhang; Lei Guo 002; Junwei Han 001; Tianming Liu 001; Tuo Zhang (MICCAI (1), 2023)

ImpressionGPT: An Iterative Optimizing Framework for Radiology Report Summarization with ChatGPT. - Chong Ma; Zihao Wu 001; Jiaqi Wang 010; Shaochen Xu; Yaonai Wei; Zhengliang Liu; Lei Guo 002; Xiaoyan Cai; Shu Zhang 001; Tuo Zhang; Dajiang Zhu; Dinggang Shen; 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)

Adaptive structured sparse multiview canonical correlation analysis for multimodal brain imaging association identification. - Lei Du 001; Huiai Wang; Jin Zhang 023; Shu Zhang 001; Lei Guo 002; Junwei Han 001 (Sci. China Inf. Sci., 2023)

inMTSCCA: An Integrated Multi-task Sparse Canonical Correlation Analysis for Multi-omic Brain Imaging Genetics. - Lei Du 001; Jin Zhang 023; Ying Zhao; Muheng Shang; Lei Guo 002; Junwei Han 001 (Genom. Proteom. Bioinform., 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)

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)

Bel: Batch Equalization Loss for scene graph generation. - Huihui Li; Baorong Liu; Dongqing Wu; Hang Liu; Lei Guo 002 (Pattern Anal. Appl., 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)

Identification of disease-related genetic variants and imaging factors leveraging summary statistics. - Duo Xi; Dingnan Cui; Minjianan Zhang; Jin Zhang 023; Muheng Shang; Lei Guo 002; Lei Du 001; Junwei Han 001 (BIBM, 2024)

Disease Progression Prediction Incorporating Genotype-Environment Interactions: A Longitudinal Neurodegenerative Disorder Study. - Jin Zhang 023; Muheng Shang; Yan Yang; Lei Guo 002; Junwei Han 001; Lei Du 001 (MICCAI (3), 2024)

Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning. - Chong Ma; Hanqi Jiang; Wenting Chen; Yiwei Li 002; Zihao Wu 001; Xiaowei Yu; Zhengliang Liu; Lei Guo 002; Dajiang Zhu; Tuo Zhang; Dinggang Shen; Tianming Liu 001; et al. (NeurIPS, 2024)

Eye-gaze Guided Multi-modal Alignment Framework for Radiology. - Chong Ma; Hanqi Jiang; Wenting Chen; Zihao Wu 001; Xiaowei Yu; Fang Zeng; Lei Guo 002; Dajiang Zhu; Tuo Zhang; Dinggang Shen; Tianming Liu 001; Xiang Li 001 (CoRR, 2024)

A Survey of Foundation Models for Music Understanding. - Wenjun Li 001; Ying Cai; Ziyang Wu; Wenyi Zhang; Yifan Chen; Rundong Qi; Mengqi Dong; Peigen Chen; Xiao Dong; Fenghao Shi; Lei Guo 002; Junwei Han 001; et al. (CoRR, 2024)

3D-CT-GPT: Generating 3D Radiology Reports through Integration of Large Vision-Language Models. - Hao Chen 011; Wei Zhao 040; Yingli Li; Tianyang Zhong; Yisong Wang; Youlan Shang; Lei Guo 002; Junwei Han 001; Tianming Liu 001; Jun Liu 075; Tuo Zhang (CoRR, 2024)

A Multi-Task Deep Feature Selection Method for Brain Imaging Genetics. - Chenglin Yu; Shu Zhang 006; Muheng Shang; Lei Guo 002; Junwei Han 001; Lei Du 001 (IEEE ACM Trans. Comput. Biol. Bioinform., 2024)

Spatial-Channel Attention Transformer With Pseudo Regions for Remote Sensing Image-Text Retrieval. - Dongqing Wu; Huihui Li; Yinxuan Hou; Cuili Xu; Gong Cheng 003; Lei Guo 002; Hang Liu (IEEE Trans. Geosci. Remote. Sens., 2024)

Feature First: Advancing Image-Text Retrieval Through Improved Visual Features. - Dongqing Wu; Huihui Li; Cang Gu; Hang Liu; Cuili Xu; Yinxuan Hou; Lei Guo 002 (IEEE Trans. Multim., 2024)

Modeling genotype-protein interaction and correlation for Alzheimer's disease: a multi-omics imaging genetics study. - Jin Zhang 023; Zikang Ma; Yan Yang; Lei Guo 002; Lei Du 001 (Briefings Bioinform., 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)

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)

Epileptic Seizure Detection in SEEG Signals Using a Signal Embedding Temporal-Spatial-Spectral Transformer Model. - Zhuoyi Li; Beibei Chen; Ning Zhu; Wenjun Li 001; Tianming Liu 001; Lei Guo 002; Junwei Han 001; Tuo Zhang; Zhiqiang Yan (IEEE Trans. Instrum. Meas., 2025)

Dual Stream Relation Learning Network for Image-Text Retrieval. - Dongqing Wu; Huihui Li; Cang Gu; Lei Guo 002; Hang Liu (IEEE Trans. Multim., 2025)