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Jie Zhang
Publication Activity (10 Years)
Years Active: 2009-2021
Publications (10 Years): 20
Top Topics
Dictionary Learning
Sparse Coding
Predicting Future
Convolutional Neural Networks
Top Venues
CoRR
ISBI
HBAI@IJCAI
IPMI
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Publications
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Jie Zhang
,
Qunxi Dong
,
Jie Shi
,
Qingyang Li
,
Cynthia M. Stonnington
,
Boris A. Gutman
,
Kewei Chen
,
Eric M. Reiman
,
Richard J. Caselli
,
Paul M. Thompson
,
Jieping Ye
,
Yalin Wang
Predicting future cognitive decline with hyperbolic stochastic coding.
Medical Image Anal.
70 (2021)
Jie Zhang
,
Qunxi Dong
,
Jie Shi
,
Qingyang Li
,
Cynthia M. Stonnington
,
Boris A. Gutman
,
Kewei Chen
,
Eric M. Reiman
,
Richard J. Caselli
,
Paul M. Thompson
,
Jieping Ye
,
Yalin Wang
Predicting Future Cognitive Decline with Hyperbolic Stochastic Coding.
CoRR
(2021)
Jie Zhang
,
Jianfeng Wu
,
Qingyang Li
,
Richard J. Caselli
,
Paul M. Thompson
,
Jieping Ye
,
Yalin Wang
Multi-Resemblance Multi-Target Low-Rank Coding for Prediction of Cognitive Decline With Longitudinal Brain Images.
IEEE Trans. Medical Imaging
40 (8) (2021)
Jie Zhang
,
Yalin Wang
Temporally Adaptive-Dynamic Sparse Network for Modeling Disease Progression.
ISBI
(2020)
Jie Zhang
,
Junting Zhang
,
Shalini Ghosh
,
Dawei Li
,
Jingwen Zhu
,
Heming Zhang
,
Yalin Wang
Regularize, Expand and Compress: NonExpansive Continual Learning.
WACV
(2020)
Qunxi Dong
,
Jie Zhang
,
Qingyang Li
,
Paul M. Thompson
,
Richard J. Caselli
,
Jieping Ye
,
Yalin Wang
Multi-task Dictionary Learning Based on Convolutional Neural Networks for Longitudinal Clinical Score Predictions in Alzheimer's Disease.
HBAI@IJCAI
(2019)
Jie Zhang
,
Junting Zhang
,
Shalini Ghosh
,
Dawei Li
,
Jingwen Zhu
,
Heming Zhang
,
Yalin Wang
Regularize, Expand and Compress: Multi-task based Lifelong Learning via NonExpansive AutoML.
CoRR
(2019)
Jie Zhang
,
Yalin Wang
Continually Modeling Alzheimer's Disease Progression via Deep Multi-order Preserving Weight Consolidation.
MICCAI (2)
(2019)
Jie Zhang
,
Xiaolong Wang
,
Dawei Li
,
Shalini Ghosh
,
Abhishek Kolagunda
,
Yalin Wang
MICIK: MIning Cross-Layer Inherent Similarity Knowledge for Deep Model Compression.
CoRR
(2019)
Jie Zhang
,
Xiaolong Wang
,
Dawei Li
,
Yalin Wang
Dynamically Hierarchy Revolution: DirNet for Compressing Recurrent Neural Network on Mobile Devices.
IJCAI
(2018)
Jie Zhang
,
Xiaolong Wang
,
Dawei Li
,
Yalin Wang
Dynamically Hierarchy Revolution: DirNet for Compressing Recurrent Neural Network on Mobile Devices.
CoRR
(2018)
Jianfeng Wu
,
Jie Zhang
,
Jie Shi
,
Kewei Chen
,
Richard J. Caselli
,
Eric M. Reiman
,
Yalin Wang
Hippocampus morphometry study on pathology-confirmed Alzheimer's disease patients with surface multivariate morphometry statistics.
ISBI
(2018)
Yanshuai Tu
,
Chengfeng Wen
,
Wen Zhang
,
Jianfeng Wu
,
Jie Zhang
,
Kewei Chen
,
Richard J. Caselli
,
Eric M. Reiman
,
Yalin Wang
Isometry Invariant Shape Descriptors for Abnormality Detection on Brain Surfaces Affected by Alzheimer's Disease.
EMBC
(2018)
Jie Zhang
,
Yanshuai Tu
,
Qingyang Li
,
Richard J. Caselli
,
Paul M. Thompson
,
Jieping Ye
,
Yalin Wang
Multi-task sparse screening for predicting future clinical scores using longitudinal cortical thickness measures.
ISBI
(2018)
Jie Zhang
,
Qingyang Li
,
Richard J. Caselli
,
Jieping Ye
,
Yalin Wang
Multi-task Dictionary Learning based Convolutional Neural Network for Computer aided Diagnosis with Longitudinal Images.
CoRR
(2017)
Jie Zhang
,
Yonghui Fan
,
Qingyang Li
,
Paul M. Thompson
,
Jieping Ye
,
Yalin Wang
Empowering cortical thickness measures in clinical diagnosis of Alzheimer's disease with spherical sparse coding.
ISBI
(2017)
Jie Zhang
,
Qingyang Li
,
Richard J. Caselli
,
Paul M. Thompson
,
Jieping Ye
,
Yalin Wang
Multi-source Multi-target Dictionary Learning for Prediction of Cognitive Decline.
IPMI
(2017)
Qingyang Li
,
Dajiang Zhu
,
Jie Zhang
,
Derrek Paul Hibar
,
Neda Jahanshad
,
Yalin Wang
,
Jieping Ye
,
Paul M. Thompson
,
Jie Wang
Large-scale Feature Selection of Risk Genetic Factors for Alzheimer's Disease via Distributed Group Lasso Regression.
CoRR
(2017)
Jie Zhang
,
Jie Shi
,
Cynthia M. Stonnington
,
Qingyang Li
,
Boris A. Gutman
,
Kewei Chen
,
Eric M. Reiman
,
Richard J. Caselli
,
Paul M. Thompson
,
Jieping Ye
,
Yalin Wang
Hyperbolic Space Sparse Coding with Its Application on Prediction of Alzheimer's Disease in Mild Cognitive Impairment.
MICCAI (1)
(2016)
Jie Zhang
,
Cynthia M. Stonnington
,
Qingyang Li
,
Jie Shi
,
Robert J. Bauer
,
Boris A. Gutman
,
Kewei Chen
,
Eric M. Reiman
,
Paul M. Thompson
,
Jieping Ye
,
Yalin Wang
Applying sparse coding to surface multivariate tensor-based morphometry to predict future cognitive decline.
ISBI
(2016)
Yalin Wang
,
Jie Zhang
,
Boris Gutman
,
Tony F. Chan
,
James T. Becker
,
Howard Aizenstein
,
Oscar L. Lopez
,
Robert J. Tamburo
,
Arthur W. Toga
,
Paul M. Thompson
Multivariate tensor-based morphometry on surfaces: Application to mapping ventricular abnormalities in HIV/AIDS.
NeuroImage
49 (3) (2010)
Yalin Wang
,
Jie Zhang
,
Tony F. Chan
,
Arthur W. Toga
,
Paul M. Thompson
Multivariate Tensor-Based Morphometry on Surfaces: Application to Mapping Ventricular Changes in HIV/AIDS.
ISBI
(2009)