Journal papers:

Signal Sampling for Efficient Sparse Representation of Resting State FMRI Data
Bao Ge, Milad Makkie, Jin Wang, Junwei Han, Shijie Zhao, Xi Jiang, Xiang Li, Jinglei Lv, Shu Zhang, Lei Guo, Tianming Liu.
Brain Imaging and Behavior, 2015. pdf

HAFNI-Enabled Largescale Platform for Neuroimaging Informatics (HELPNI)
Milad Makkie, Shijie Zhao, Xi Jiang, Jinglei Lv, Yu Zhao, Bao Ge, Xiang Li, Junwei Han, Tianming Liu.
Brain Informatics, 2015. pdf

Sparse Representation of HCP Grayordinate Data Reveals Novel Functional Architecture of Cerebral Cortex
Xi Jiang, Xiang Li, Jinglei Lv, Tuo Zhang, Shu Zhang, Lei Guo, Tianming Liu.
Human Brain Mapping, 2015. pdf

Assessing Effects of Prenatal Alcohol Exposure Using Group-wise Sparse Representation of FMRI Data
Jinglei Lv, Xi Jiang, Xiang Li, Dajiang Zhu, Shijie Zhao, Tuo Zhang, Xintao Hu, Junwei Han, Lei Guo, Zhihao Li, Claire Coles, Xiaoping Hu*, Tianming Liu*. *Joint correspondence authors.
Psychiatry Research: Neuroimaging, 2015. pdf

Characterizing and Differentiating Task-based and Resting State FMRI Signals via Two-stage Sparse Representations
Shu Zhang*, Xiang Li*, Jinglei Lv, Xi Jiang, Lei Guo, Tianming Liu. *Jint first authors.
Brain Imaging and Behavior, 2015. pdf

Holistic Atlases of Functional Networks and Interactions Reveal Reciprocal Organizational Architecture of Cortical Function
Jinglei Lv*, Xi Jiang*, Xiang Li*, Dajiang Zhu*, Shu Zhang, Shijie Zhao, Hanbo Chen, Tuo Zhang, Xintao Hu, Junwei Han, Jieping Ye, Lei Guo, Tianming Liu. *Joint first authors.
IEEE Transactions on Biomedical Engineering, 2014. pdf

Sparse Representation of Whole-brain FMRI Signals for Identification of Functional Networks
Jinglei Lv*, Xi Jiang*, Xiang Li*, Dajiang Zhu, Hanbo Chen, Tuo Zhang, Shu Zhang, Xintao Hu, Junwei Han, Heng Huang, Jing Zhang, Lei Guo, Tianming Liu. *Joint first authors.
Medical Image Analysis, 2014. pdf

Atomic Connectomics Signatures for Characterization and Differentiation of Mild Cognitive Impairment
Jinli Ou, Li Xie, Xiang Li, Dajiang Zhu, Douglas P. Terry, A. Nicholas Puente, Rongxin Jiang, Yaowu Chen, Lihong Wang, Dinggang Shen, Jing Zhang, L. Stephen Miller, Tianming Liu.
Brain Imaging and Behavior, 2014. pdf

Characterizing and Differentiating Brain State Dynamics via Hidden Markov Models
Jinli Ou, Li Xie, Changfeng Jin, Xiang Li, Dajiang Zhu, Rongxin Jiang, Yaowu Chen, Jing Zhang, Lingjiang Li, Tianming Liu.
Brain Topography, 2014. pdf

Atomic Dynamic Functional Interaction Patterns for Characterization of ADHD
Jinli Ou, Zhichao Lian, Li Xie, Xiang Li, Peng Wang, Yun Hao, Dajiang Zhu, Rongxin Jiang, Yufeng Wang, Yaowu Chen, Jing Zhang, Tianming Liu.
Human Brain Mapping, 2014. pdf

Identifying and Characterizing Resting State Networks in Temporally Dynamic Functional Connectomes
Xin Zhang*, Xiang Li*, Changfeng Jin, Hanbo Chen, Kaiming Li, Dajiang Zhu, Xi Jiang, Tuo Zhang, Jinglei Lv, Xintao Hu, Junwei Han, Qun Zhao, Lei Guo, Lingjiang Li, Tianming Liu. *Joint first authors.
Brain Topography, 2014. pdf

Inferring Functional Interaction and Transition Patterns via Dynamic Bayesian Variable Partition Models
Jing Zhang*, Xiang Li, Cong Li, Zhichao Lian, Xiu Huang, Guocheng Zhong, Dajiang Zhu, Kaiming Li, Changfeng Jin, Xintao Hu, Junwei Han, Lei Guo, Xiaoping Hu, Lingjiang Li, Tianming Liu*. *Joint corresponding authors.
Human Brain Mapping, 2014. pdf

Characterization of Task-free and Task-performance Brain States via Functional Connectome Patterns
Xin Zhang, Lei Guo, Xiang Li, Tuo Zhang, Dajiang Zhu, Kaiming Li, Hanbo Chen, Jinglei Lv, Changfeng Jin, Qun Zhao, Lingjiang Li, Tianming Liu.
Medical Image Analysis, 2013. pdf

Dynamic Functional Connectomics Signatures for Characterization and Differentiation of PTSD Patients
Xiang Li, Dajiang Zhu, Xi Jiang, Changfeng Jin, Xin Zhang, Lei Guo, Jing Zhang, Xiaoping Hu, Jingjiang Li, Tianming Liu.
Human Brain Mapping, 2013. pdf

Detecting Brain State Changes via Fiber-Centered Functional Connectivity Analysis
Xiang Li*, Chulwoo Lim*, Kaiming Li, Lei Guo, Tianming Liu, *Joint first authors.
Neuroinformatics, 2013. pdf

Inferring Consistent Functional Interaction Patterns from Natural Stimulus FMRI Data
Jiehuan Sun, Xintao Hu, Xiu Huang, Yang Liu, Kaiming Li, Xiang Li, Junwei Han, Lei Guo, Tianming Liu, Jing Zhang.
NeuroImage, 2012. pdf


Conference presentations:

Scalable Fast Rank-1 Dictionary Learning for fMRI Big Data Analysis
Xiang Li*, Milad Makkie*, Binbin Lin, Mojtaba Sedigh Fazli, Ian Davidson, Jieping Ye**, Tianming Liu**, Shannon Quinn**. *Joint first authors, **Joint corresponding authors.
Accepted by ACM SigKDD 2016.

Modeling Functional Network Dynamics Via Multi-Scale Dictionary Learning and Network Continuums
Xiang Li, Binbin Lin, Jinglei Lv, Jieping Ye, Tianming Liu.
Poster presentation on ISBI 2016, pdf

Multple-Demand System Identification and Characterization Via Sparse Representations of Fmri Data
Xiang Li, Qinglin Dong, Xi Jiang, Jinglei Lv, Tianming Liu.
Poster presentation on ISBI 2016, pdf

Identifying Group-Wise Consistent Sub-Networks Via Spatial Sparse Representation of Natural Stimulus Fmri Data
Cheng Lyu, Xiang Li, Jinglei Lv, Xintao Hu, Junwei Han, Lei Guo, Tianming Liu.
Poster presentation on ISBI 2016, pdf

Characterizing and Differentiating Task-Based and Resting State FMRI Signals Via Two-Stage Dictionary Learning
Shu Zhang, Xiang Li, Jinglei Lv, Xi Jiang, Lei Guo, Tianming Liu.
Oral presentation (by Shu Zhang) on ISBI 2015. pdf

Interactive Exemplar-based Segmentation Toolkit for Biomedical Image Analysis
Xiang Li, Zhi Zhou, Philipp Keller, Hongkui Zeng, Tianming Liu, Hanchuan Peng.
Poster presentation on ISBI 2015. pdf

Signal Sampling for Efficient Sparse Representation of Resting State fMRI Data
Bao Ge, Jin Wang, Jinglei Lv, Shu Zhang, Shijie Zhao, Qinghua Zhao, Wei Zhang, Xiang Li, Xi Jiang, Junwei Han, Lei Guo, Tianming Liu.
Poster presentation on ISBI 2015. pdf

Exploring functional brain dynamics via a bayesian connectivity change point model
Zhichao Lian*, Xiang Li*, Jianchuan Xing, Jinglei Lv, Xi Jiang, Dajiang Zhu, Shu Zhang, Jiansong Xu, Marc N. Potenza, Tianming Liu**, Jing Zhang**. *Joint first authors, **Joint corresponding authors.
Oral presentation on ISBI 2014. pdf

Dynamic network partition via Bayesian connectivity bi-partition change point model
Zhichao Lian*, Xiang Li*, Thomas Young, Yun Hao, Jianchuan Xing, Jinglei Lv, Xi Jiang, Dajiang Zhu, Tianming Liu**, Jing Zhang**. *Joint first authors, **Joint corresponding authors.
Oral presentation on ISBI 2014. pdf

Detecting cell assembly interaction patterns via Bayesian based change-point detection and graph inference model
Zhichao Lian, Xiang Li, Hongmiao Zhang, Hui Kuang, Kun Xie, Jianchuan Xing, Dajiang Zhu, Joe Z. Tsien**, Tianming Liu**, Jing Zhang**. *Joint first authors, **Joint corresponding authors.
Poster presentation on ISBI 2014. pdf

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

Modeling Dynamic Functional Information Flows on Large-scale Brain Networks
Peili Lv, Lei Guo, Xintao Hu, Xiang Li, Changfeng Jin, Junwei Han, Lingjiang Li, Tianming Liu.
Poster presentation on MICCAI 2013.

Sparse Representation of Higher-order Functional Interaction Patterns in Task-based FMRI Data
Shu Zhang, Xiang Li, Jinglei Lv, Xi Jiang, Dajiang Zhu, Hanbo Chen, Tuo Zhang, Lei Guo, Tianming Liu.
Poster presentation on MICCAI 2013.

Sparse Representation of Group-Wise FMRI Signals
Jinglei Lv, Xiang Li, Dajiang Zhu, Xi Jiang, Xin Zhang, Lei Guo, Tianming Liu.
Poster presentation on MICCAI 2013.

Discovering Common Functional Connectomics Signatures
Xiang Li, Dajiang Zhu, Xi Jiang, Changfeng Jin, Lei Guo, Lingjiang Li, Tianming Liu.
Oral presentation on ISBI 2013. pdf, the presentation video could be found here.

Activated Cliques: Network-based Activation Detection in Task-based FMRI
Shu Zhang, Jinglei Lv, Xiang LI, Xi Jiang, Lei Guo, Tianming Liu.
Poster presentation on ISBI 2013. pdf

Characterization of Task-free/Task-performance Brain States
Xin Zhang, Lei Guo, Xiang Li, Dajiang Zhu, Kaiming Li, Zhenqiang Sun, Changfeng Jin, Xintao Hu, Junwei Han, Qun Zhao, Lingjiang Li, Tianming Liu.
Poster presentation on MICCAI 2012. pdf

Fiber-centered Granger Causality Analysis
Xiang Li*, Chuwoo Lim*, Kaiming Li, Lei Guo, Tianming Liu. *Joint first authors.
Poster presentation on MICCAI 2011. pdf

Brain State Change Detection via Fiber-centered Functional Connectivity Analysis.
Chulwoo Lim*, Xiang Li*, Kaiming Li, Lei Guo, Tianming Liu. *Joint first authors.
Oral presentation on ISBI 2011. pdf

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