Yong Zhang
Yong Zhang
Distinguished Researcher at Huawei Technologies, Canada
Adresse e-mail validée de huawei.com - Page d'accueil
Titre
Citée par
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Année
Sparse approximation via penalty decomposition methods
Z Lu, Y Zhang
SIAM Journal on Optimization 23 (4), 2448-2478, 2013
191*2013
An augmented Lagrangian approach for sparse principal component analysis
Z Lu, Y Zhang
Mathematical programming 135 (1-2), 149-193, 2012
1152012
An efficient algorithm for ℓ 0 minimization in wavelet frame based image restoration
B Dong, Y Zhang
Journal of Scientific Computing 54 (2), 350-368, 2013
1052013
ℓ₀ Minimization for wavelet frame based image restoration
Y Zhang, B Dong, Z Lu
Mathematics of Computation 82 (282), 995-1015, 2013
982013
Penalty decomposition methods for rank minimization
Y Zhang, Z Lu
Advances in Neural Information Processing Systems 24, 46-54, 2011
81*2011
Harmonizing DTI measurements across scanners to examine the development of white matter microstructure in 803 adolescents of the NCANDA study
KM Pohl, EV Sullivan, T Rohlfing, W Chu, D Kwon, BN Nichols, Y Zhang, ...
NeuroImage 130, 194-213, 2016
682016
An alternating direction method for finding Dantzig selectors
Z Lu, TK Pong, Y Zhang
Computational Statistics & Data Analysis 56 (12), 4037-4046, 2012
362012
Personalized cross-silo federated learning on non-iid data
Y Huang, L Chu, Z Zhou, L Wang, J Liu, J Pei, Y Zhang
Proceedings of the AAAI Conference on Artificial Intelligence 35 (9), 7865-7873, 2021
30*2021
Extracting patterns of morphometry distinguishing HIV associated neurodegeneration from mild cognitive impairment via group cardinality constrained classification
Y Zhang, D Kwon, P Esmaeili‐Firidouni, A Pfefferbaum, EV Sullivan, ...
Human brain mapping 37 (12), 4523-4538, 2016
262016
Multi-Tissue Decomposition of Diffusion MRI Signals via Sparse-Group Estimation
PT Yap, Y Zhang, D Shen
IEEE Transactions on Image Processing 25 (9), 4340-4353, 2016
212016
Regularized low-rank approximation via iterative reweighted singular value minimization
Z Lu, Y Zhang, J Lu
Computational Optimization and Applications 68 (3), 619-642, 2017
152017
Denoising of Diffusion MRI Data via Graph Framelet Matching in xq Space
G Chen, B Dong, Y Zhang, W Lin, D Shen, PT Yap
IEEE Transactions on Medical Imaging 38 (12), 2838-2848, 2019
142019
Logistic regression confined by cardinality-constrained sample and feature selection
E Adeli, X Li, D Kwon, Y Zhang, KM Pohl
IEEE transactions on pattern analysis and machine intelligence 42 (7), 1713-1728, 2019
132019
Neighborhood matching for curved domains with application to denoising in diffusion MRI
G Chen, B Dong, Y Zhang, D Shen, PT Yap
International Conference on Medical Image Computing and Computer-Assisted …, 2017
122017
Brain Tissue Segmentation Based on Diffusion MRI Using ℓ0 Sparse-Group Representation Classification
PT Yap, Y Zhang, D Shen
International Conference on Medical Image Computing and Computer-Assisted …, 2015
122015
Computing group cardinality constraint solutions for logistic regression problems
Y Zhang, D Kwon, KM Pohl
Medical image analysis 35, 58-69, 2017
112017
Alcohol use effects on adolescent brain development revealed by simultaneously removing confounding factors, identifying morphometric patterns, and classifying individuals
SH Park, Y Zhang, D Kwon, Q Zhao, NM Zahr, A Pfefferbaum, EV Sullivan, ...
Scientific reports 8 (1), 1-14, 2018
102018
Iterative Reweighted Singular Value Minimization Methods for Regularized Unconstrained Matrix Minimization
Z Lu, Y Zhang
arXiv preprint arXiv:1401.0869, 2014
102014
Tight graph framelets for sparse diffusion MRI q-space representation
PT Yap, B Dong, Y Zhang, D Shen
International Conference on Medical Image Computing and Computer-Assisted …, 2016
62016
Facing small and biased data dilemma in drug discovery with federated learning
Z Xiong, Z Cheng, X Liu, D Wang, X Luo, K Chen, H Jiang, M Zheng
BioRxiv, 2020
52020
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