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Yong Zhang
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Cited by
Year
Sparse approximation via penalty decomposition methods
Z Lu, Y Zhang
SIAM Journal on Optimization 23 (4), 2448-2478, 2013
211*2013
Personalized Cross-Silo Federated Learning on Non-IID Data.
Y Huang, L Chu, Z Zhou, L Wang, J Liu, J Pei, Y Zhang
AAAI, 7865-7873, 2021
1592021
An augmented Lagrangian approach for sparse principal component analysis
Z Lu, Y Zhang
Mathematical programming 135 (1-2), 149-193, 2012
1212012
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
1122013
ℓ₀ Minimization for wavelet frame based image restoration
Y Zhang, B Dong, Z Lu
Mathematics of Computation 82 (282), 995-1015, 2013
1032013
Penalty decomposition methods for rank minimization
Y Zhang, Z Lu
Advances in neural information processing systems 24, 2011
922011
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
772016
An alternating direction method for finding Dantzig selectors
Z Lu, TK Pong, Y Zhang
Computational Statistics & Data Analysis 56 (12), 4037-4046, 2012
392012
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
312016
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
272019
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
232016
Robust counterfactual explanations on graph neural networks
M Bajaj, L Chu, ZY Xue, J Pei, L Wang, PCH Lam, Y Zhang
Advances in Neural Information Processing Systems 34, 5644-5655, 2021
212021
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
212019
Auto-split: a general framework of collaborative edge-cloud AI
A Banitalebi-Dehkordi, N Vedula, J Pei, F Xia, L Wang, Y Zhang
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
192021
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
182017
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
152015
Data pricing in machine learning pipelines
Z Cong, X Luo, J Pei, F Zhu, Y Zhang
Knowledge and Information Systems, 1-39, 2022
142022
Simrod: A simple adaptation method for robust object detection
R Ramamonjison, A Banitalebi-Dehkordi, X Kang, X Bai, Y Zhang
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
142021
Facing small and biased data dilemma in drug discovery with federated learning
Z Xiong, Z Cheng, C Xu, X Lin, X Liu, D Wang, X Luo, Y Zhang, N Qiao, ...
BioRxiv, 2020
122020
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
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