Xi Jiang

Mr. Xi Jiang

Ph.D Student

Research Interests: Brain Imaging, resting state fMRI, Gyral/Sulcal Function Analysis, fMRI in Multimedia(Audio/Video).

Email: superjx2318(at)gmail.com

Web: http://cs.uga.edu/~jiang/

Publications

1. Signal sampling for efficient sparse representation of resting state FMRI data Bao Ge, Milad Makkie, Jin Wang, Shijie Zhao, Xi Jiang, Xiang Li, Jinglei Lv, Shu Zhang, Wei Zhang, Junwei Han, Lei Guo, Tianming Liu Brain Imaging and Behavior, 2015. in press PDF
2. 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. vol. 2(4), pp. 1-17. PDF
3. Fiber Connection Pattern-guided Structured Sparse Representation of Whole-brain FMRI Signals for Functional Network Inference Xi Jiang, Tuo Zhang, Qinghua Zhao, Jianfeng Lu, Lei Guo, Tianming Liu MICCAI, LNCS, 2015. vol. 9349, pp. 133-141. PDF
4. Modeling Task FMRI Data via Supervised Stochastic Coordinate Coding Jinglei Lv, Binbin Lin, Wei Zhang, Xi Jiang, Xintao Hu, Junwei Han, Lei Guo, Jieping Ye, Tianming Liu MICCAI, LNCS, 2015. vol. 9349, pp. 239-246. PDF
5. 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, Longchuan Li, Lei Guo, Jianfeng Lu, Xiaoping Hu, Tianming Liu MICCAI, LNCS, 2015. vol. 9350, pp. 246-254. PDF
6. Longitudinal Analysis of Brain Recovery After Mild Traumatic Brain Injury Based on Groupwise Consistent Brain Network Clusters Hanbo Chen*, Armin Iraji*, Xi Jiang, Jinglei Lv, Zhifeng Kou**, Tianming Liu** MICCAI, LNCS, 2015. vol. 9350, pp. 194-201. *Co-first authors; **Joint corresponding authors. PDF
7. 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. vol. 36(12), pp. 5301-5319. PDF
8. 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* Psychiatry Research: Neuroimaging, 2015. vol. 233(2), pp. 254-268. *Joint correspondence authors. PDF
9. Predicting Movie Trailer Viewer’s “Like/Dislike” via Learned Shot Editing Patterns Yimin Hou, Ting Xiao, Shu Zhang, Xi Jiang, Xiang Li, Xintao Hu, Junwei Han, Lei Guo, L Stephen Miller, Richard Neupert, and Tianming Liu IEEE Transactions on Affective Computing, 2015. in press PDF
10. Characterizing and differentiating task-based and resting state FMRI signals via two-stage dictionary learning Shu Zhang, Xiang Li, Jinglei Lv, Xi Jiang, Bao Ge, Lei Guo, Tianming Liu ISBI, 2015. pp. 675-678. PDF
11. Signal sampling for efficient sparse representation of resting state fMRI data Bao Ge, Jin Wang, Jinglei Lv, Shu Zhang, Shijie Zhao, Wei Zhang, Qinghua Zhao, Xiang Li, Xi Jiang, Junwei Han, Lei Guo, Tianming Liu ISBI, 2015. pp. 1360-1363. PDF
12. Group-wise consistent sulcal fundi segmentation on dMRI-derived ODF features Tuo Zhang, Hanbo Chen, Xi Jiang, Lei Guo, Tianming Liu ISBI, 2015. pp. 638-641. PDF
13. Supervised Dictionary Learning for Inferring Concurrent Brain Networks Shijie Zhao, Junwei Han, Jinglei Lv, Xi Jiang, Xintao Hu, Yu Zhao, Bao Ge, Lei Guo, Tianming Liu IEEE Transactions on Medical Imaging, 2015. vol. 34(10), pp. 2036-45. PDF
14. 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 IEEE Transactions on Biomedical Engineering, 2015. vol. 62(4), pp. 1120-1131. *These authors contributed equally to this work PDF
15. Anatomy-guided Dense Individualized and Common Connectivity-based Cortical Landmarks (A-DICCCOL) Xi Jiang, Tuo Zhang, Dajiang Zhu, Kaiming Li, Hanbo Chen, Jinglei Lv, Xintao Hu, Junwei Han, Dinggang Shen, Lei Guo, Tianming Liu IEEE Transactions on Biomedical Engineering, 2015. vol. 62(4), pp. 1108 - 1119. PDF
16. Analysis of music/speech via integration of audio content and functional brain response Xiang Ji; Junwei Han; Xi Jiang; Xintao Hu; Lei Guo; Jungong Han; Ling Shao; Tianming Liu Information Sciences, 2015. vol. 297, pp. 271–282. PDF
17. 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 Medical Image Analysis, 2015. vol. 20(1), pp. 112–134. *These authors contributed equally to this work PDF
18. Data-driven Analysis of Functional Brain Interactions during Free Listening to Music and Speech Jun Fang, Xintao Hu, Junwei Han, Xi Jiang, Dajiang Zhu, Lei Guo, Tianming Liu Brain Imaging and Behavior, 2015. vol. 9(2), pp. 162-177. PDF
19. 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 Brain Imaging and Behavior, 2014. in press PDF
20. Fusing DTI and FMRI Data: A Survey of Methods and Applications Dajiang Zhu, Tuo Zhang, Xi Jiang, Xintao Hu, Ning Yang, Jinglei Lv, Junwei Han, Lei Guo, Tianming Liu NeuroImage, 2014. vol. 102(1), pp. 184-191. Brain Imaging PDF
21. 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 Brain Topography, 2014. vol. 27(6), pp. 747-65. PDF
22. Evolutionarily-preserved consistent gyral folding patterns across primate brains Hanbo Chen, Xiang Yu, Xi Jiang, kaiming li, Longchuan Li, Xintao Hu, Junwei Han, Lei Guo, Xiaoping Hu, Tianming Liu ISBI, 2014. pp. 1218-1221. PDF
23. Inferring group-wise functional brain activities via point processes Xi Jiang, Jinglei Lv, Dajiang Zhu, Tuo Zhang, Xintao Hu, Lei Guo, Tianming Liu ISBI, 2014. pp. 669-672. PDF
24. Discovery network-level functional interactions from working memory fMRI data Xi Jiang, Jinglei Lv, Dajiang Zhu, Tuo Zhang, Xiang LI, Xintao Hu, Lei Guo ISBI, 2014. pp. 13-16. PDF
25. Group-wise consistent cortical parcellation based on DTI-derived connectional profiles Tuo Zhang, Dajiang Zhu, Xi Jiang, Lei Guo, Tianming Liu ISBI, 2014. pp. 826 - 829. PDF
26. Learning fMRI-guided predictor of video shot changes Shu Zhang, Xintao Hu, Jinglei Lv, Tuo Zhang, Xiang LI, Xi Jiang, Lei Guo, Tianming Liu ISBI, 2014. pp. 1210-1213. PDF
27. 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 ISBI, 2014. pp. 545-548. PDF
28. Generalized fMRI activation detection via Bayesian magnitude change point model Zhichao Lian, Jinglei Lv, Jianchuan Xing, Xiang LI, Xi Jiang, Dajiang Zhu, Jiansong Xu, Marc N. Potenza, Tianming Liu, Jing Zhang ISBI, 2014. pp. 21-24. PDF
29. Exploring functional brain dynamics via a Bayesian connectivity change point model Zhichao Lian, Xiang LI, Jianchuan Xing, Jinglei Lv, Xi Jiang, Dajiang Zhu, Jiansong Xu, Marc N. Potenza, Tianming Liu, Jing Zhang ISBI, 2014. pp. 600-603. PDF
30. Survey of Encoding and Decoding of Visual Stimulus via FMRI: An Image Analysis Perspective Mo Chen, Junwei Han, Xintao Hu, Xi Jiang, Lei Guo, Tianming Liu Brain Imaging and Behavior, 2014. vol. 8(1), pp. 7-23. Brain Imaging PDF
31. 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, 2014. vol. 35(4), pp. 1761-78. Brain Imaging PDF
32. Identifying Functional Networks via Sparse Representation of Whole-brain FMRI Signals 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 IEEE EMBS Conference on Neural Engineering, 2013. pp. 778-781. Brain Imaging PDF
33. 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 MICCAI, LNCS, 2013. vol. 8151, pp. 626-634. Brain Imaging PDF
34. Sparse Representation of Group-wise FMRI Signals Jinglei Lv, Xiang Li, Dajiang Zhu, Xi Jiang, Xin Zhang, Lei Guo, Tianming Liu MICCAI, LNCS, 2013. vol. 8151, pp. 608-616. Brain Imaging PDF
35. Anatomy-guided Discovery of Large-scale Consistent Connectivity-based Cortical Landmarks Xi Jiang, Tuo Zhang, Dajiang Zhu, Kaiming Li, Jinglei Lv, Lei Guo, Tianming Liu MICCAI, LNCS, 2013. vol. 8151, pp. 617-625. Brain Imaging PDF
36. Predictive Models of Resting State Networks for Assessment of Altered Functional Connectivity in MCI Xi Jiang, Dajiang Zhu, Kaiming Li, Tuo Zhang, Dinggang Shen, Lei Guo, Tianming Liu MICCAI, LNCS, 2013. vol. 8150, pp. 674-681. Brain Imaging PDF
37. Inferring Group-wise Consistent Multimodal Brain Networks via Multi-view Spectral Clustering Hanbo Chen, Kaiming Li, Dajiang Zhu, Xi Jiang, Yixuan Yuan, Peili Lv, Tuo Zhang, Lei Guo, Dinggang Shen*, Tianming Liu*, *Joint corresponding authors IEEE Transactions on Medical Imaging, 2013. vol. 32(9), pp. 1576 - 1586. Brain Imaging PDF
38. Representing and Retrieving Video Shots in Human-Centric Brain Imaging Space Junwei Han, Xiang Ji, Xintao Hu, Dajiang Zhu, Kaiming Li, Xi Jiang, Guangbin Cui, Lei Guo, and Tianming Liu IEEE Transactions on Image Processing, 2013. vol. 22(7), pp. 2723 - 2736. Brain Imaging, Multimedia PDF
39. Predicting Cortical ROIs via Joint Modeling of Anatomical and Connectional Profiles Tuo Zhang, Dajiang Zhu, Xi Jiang, Bao Ge, Xintao Hu, Junwei Han, Lei Guo, Tianming Liu Medical Image Analysis, 2013. vol. 17(6), pp. 601–615. Brain Imaging PDF
40. Exploring High-Order Functional Interactions via Structurally-Weighted LASSO Models Dajiang Zhu, Xiang Li, Xi Jiang, Hanbo Chen, Dinggang Shen, Tianming Liu IPMI, LNCS, 2013. vol. 7917, pp. 13-24. Brain Imaging PDF
41. Discovering Common Functional Connectomics Signatures Xiang Li, Dajiang Zhu, Xi Jiang, Changfeng Jin, Lei Guo, Lingjiang Li, Tianming Liu. ISBI, 2013. pp. 620 - 623. Brain Imaging PDF
42. Predicting Functional Cortical ROIs via Joint Modeling of Anatomical and Connectional Profiles Tuo Zhang, Dajiang Zhu, Xi Jiang, Lei Guo, Tianming Liu ISBI, 2013. pp. 516-519. Brain Imaging PDF
43. Activated Cliques: Network-based Activation Detection in Task-based FMRI Shu Zhang, Jinglei Lv, Xiang Li, Xi Jiang, Lei Guo, Tianming Liu ISBI, 2013. pp. 274-277. Brain Imaging PDF
44. Identifying Functional Connectomics Abnormality in Attention Deficit Hyperactivity Disorder Peng Wang*, Dajiang Zhu*, Hanbo Chen, Xi Jiang, Li Sun, Qingjiu Cao, An Li, Tianming Liu, Yufeng Wang, *Joint first authors ISBI, 2013. pp. 544-547. Brain Imaging PDF
45. Meta-analysis of Functional Roles of DICCCOLs Yixuan Yuan; Xi Jiang; Dajiang Zhu; Hanbo Chen; Kaiming Li; Peili Lv; Xiang Yu; Xiaojin Li; Shu Zhang; Tuo Zhang; Xintao Hu; Junwei Han; Lei Guo, Tianming Liu Neuroinformatics, 2013. vol. 11(1), pp. 47-63. Brain Imaging PDF
46. DICCCOL: Dense Individualized and Common Connectivity-based Cortical Landmarks Dajiang Zhu*, Kaiming Li*, Lei Guo, Xi Jiang, Tuo Zhang, Degang Zhang, Hanbo Chen, Fan Deng, Carlos Faraco, Changfeng Jin, Chong-Yaw Wee, Yixuan Yuan, Peili Lv, Yan Yin, Xiaolei Hu, Lian Duan, Xintao Hu, Junwei Han, Lihong Wang, Dinggang Shen, L Stephen Miller, Lingjiang Li, Tianming Liu, *Joint first authors Cerebral Cortex, 2013. vol. 23(4), pp. 786-800. Brain Imaging PDF
47. A functional model of cortical gyri and sulci Fan Deng, Xi Jiang, Dajiang Zhu, Tuo Zhang, Kaiming Li, Lei Guo, Tianming Liu Brain Structure and Function, 2013. vol. 219(4), pp. 1473-91. Brain Imaging PDF
48. Music/Speech Classification Using High-level Features Derived from FMRI Brain Imaging Xi Jiang, Tuo Zhang, Xintao Hu, Lie Lu, Junwei Han, Lei Guo, Tianming Liu ACM Multimedia, 2012. pp. 825-828. Brain Imaging PDF
49. Visual Analytics of Brain Networks Kaiming Li, Lei Guo, Carlos Faraco, Dajiang Zhu, Hanbo Chen, Yixuan Yuan, Jinglei Lv, Fan Deng, Xi Jiang, Tuo Zhang, Xintao Hu, Degang Zhang, Lloyd Miller, Tianming Liu NeuroImage, 2012. vol. 61(1), pp. 82–97. Brain Imaging PDF
50. Axonal Fiber Terminations Concentrate on Gyri Jingxin Nie, Lei Guo, Kaiming Li, Yonghua Wang, Guojun Chen, Longchuan Li, Hanbo Chen, Fan Deng, Xi Jiang, Tuo Zhang, Ling Huang, Carlos Faraco, Degang Zhang, Cong Guo, Pew-Thian Yap, Xintao Hu, Gang Li, Jinglei Lv, Yixuan Yuan, Dajiang Zhu, Junwei Han, Dean Sabatinelli, Qun Zhao, L Stephen Miller, Bingqian Xu, Ping Shen, Simon Platt, Dinggang Shen, Xiaoping Hu, Tianming Liu Cerebral Cortex, 2012. vol. 22(12), pp. 2831-2839. Brain Imaging PDF
51. Optimization of Functional Brain ROIs via Maximization of Consistency of Structural Connectivity Profiles Dajiang Zhu, Kaiming Li, Carlos Faraco, Fan Deng, Degang Zhang, Xi Jiang, Hanbo Chen, Lei Guo, Stephen Miller, Tianming Liu NeuroImage, 2012. vol. 59(2), pp. 1382–1393. Brain Imaging PDF
52. Discovering Dense and Consistent Landmarks in the Brain Dajiang Zhu, Kaiming Li, Carlos Faraco, Fan Deng, Degang Zhang, Xi Jiang, Hanbo Chen, Lei Guo, Stephen Miller, Tianming Liu IPMI, LNCS, 2011. vol. 6801, pp. 97-110. Brain Imaging PDF
53. Fine Granularity Parcellation of Gyrus via Fiber Shape and Connectivity Based Features Dajiang Zhu, Kaiming Li, Carlos Faraco, Fan Deng, Degang Zhang, Xi Jiang, Hanbo Chen, Lei Guo, Stephen Miller, Tianming Liu ISBI, 2011. pp. 817-821. Brain Imaging PDF
54. Optimization of Functional Brain ROIs via Maximization of Consistency of Structural Connectivity Profiles Dajiang Zhu, Kaiming Li, Carlos Faraco, Fan Deng, Degang Zhang, Xi Jiang, Hanbo Chen, Lei Guo, Stephen Miller, Tianming Liu ISBI, 2011. pp. 2150-2154. Brain Imaging PDF
55. Individualized ROI Optimization via Maximization of Group-wise Consistency of Structural and Functional Profiles Kaiming Li, Lei Guo, Carlos Faraco, Dajiang Zhu, Fan Deng, Tuo Zhang, Xi Jiang, Degang Zhang, Hanbo Chen, Xintao Hu, L. Stephen Miller, Tianming Liu NIPS, 2010. Brain Imaging PDF
56. Bridging Low-level Features and High-level Semantics via fMRI Brain Imaging for Video Classification Xintao Hu, Fan Deng, Kaiming Li, Tuo Zhang, Hanbo Chen, Xi Jiang, Jinglei Lv, Dajiang Zhu, Li Xie, Carlos, Faraco, Degang Zhang, Arsham Mesbah, Junwei Han, Xian-Sheng Hua, Stephen Miller, Lei Guo, Tianming Liu ACM Multimedia, 2010. pp. 451-460 . Brain Imaging PDF
57. Automatic cortical surface parcellation based on fiber density informaiton Degang Zhang, Lei Guo, Gang Li, Jingxin Nie, Xi Jiang, Fan Deng, Kaiming Li, Dajiang Zhu, Qun Zhao, Tianming Liu ISBI, 2010. pp. 1133-1136. Brain Imaging PDF
58. Joint analysis of fiber shape and cortical folding patterns Xintao Hu, Lei Guo, Tuo Zhang, Gang Li, Jingxin Nie, Xi Jiang, Degang Zhang, Tianming Liu ISBI, 2010. pp. 1165-1168. Brain Imaging PDF
59. Human-friendly Attention Models for Video Summarization Kaiming Li, Tuo Zhang, Xintao Hu, Dajiang Zhu, Hanbo Chen, Xi Jiang, Fan Deng, Jinglei Lv, Carlos, Faraco, Degang Zhang, Arsham Mesbah, Junwei Han, Lie Lu, Xian-Sheng Hua, Lei Guo, Stephen Miller, Tianming Liu ICMI, 2010. Multimedia PDF