2026 Zuowei Shen: Mathematics Researcher – H-Index, Publications & Awards

D-Index & Metrics

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Computer Science	63	2700	2620	47	47	163	21426
Mathematics	68	307	255	1	1	166	22794

Discipline name

D-Index

World Ranking

Current World Ranking

National Ranking

Current National Ranking

Publications

Citations

Computer Science

2700

2620

163

21426

Mathematics

307

255

166

22794

Computer Science

D-Index

Citations

21426

World Ranking

2700

National Ranking

Mathematics

D-Index

Citations

22794

World Ranking

307

National Ranking

Research.com Recognitions

2026 - Research.com Mathematics in Singapore Leader Award
2025 - Research.com Mathematics in Singapore Leader Award
2022 - Research.com Mathematics in Singapore Leader Award
2020 - Fellow, The World Academy of Sciences
2019 - SIAM Fellow For contributions to approximation theory, wavelet theory, and image processing.
2017 - Fellow of the American Mathematical Society For contributions to approximation theory, wavelet theory, and image processing.

Overview

Zuowei Shen is a researcher affiliated with the National University of Singapore in Singapore. Their work primarily spans the field of Computer Science, with a significant focus on Artificial Intelligence. Other subfields in which they have contributed include Computer Vision and Pattern Recognition, Statistical and Nonlinear Physics, Computational Mechanics, and Numerical Analysis.

Their research topics encompass a range of areas related to machine learning and neural networks. Specific topics include:

Neural Networks and Applications
Model Reduction and Neural Networks
Stochastic Gradient Optimization Techniques
Image and Signal Denoising Methods
Sparse and Compressive Sensing Techniques
Machine Learning and Algorithms
Machine Learning and ELM

Zuowei Shen has authored numerous papers, with recent notable publications listed as follows:

Neural network approximation: Three hidden layers are enough, 2021, Neural Networks
Deep learning via dynamical systems: An approximation perspective, 2022, Journal of the European Mathematical Society
Deep Network Approximation for Smooth Functions, 2021, SIAM Journal on Mathematical Analysis
Deep Network With Approximation Error Being Reciprocal of Width to Power of Square Root of Depth, 2021, Neural Computation
Deep Network Approximation: Achieving Arbitrary Accuracy with Fixed Number of Neurons, 2021, arXiv (Cornell University)

Their frequent co-authors include scholars such as Qianxiao Li, Haizhao Yang, Zhang Shi-jun, Ting Lin, and Jingpu Cheng.

Key venues publishing their research are:

arXiv (Cornell University)
SIAM Journal on Mathematical Analysis
Neural Networks
Neural Computation
Journal of the European Mathematical Society

Zuowei Shen has received several recognitions, including fellowships from significant scientific communities:

Fellow, The World Academy of Sciences, 2020
SIAM Fellow, 2019, for contributions to approximation theory, wavelet theory, and image processing
Fellow of the American Mathematical Society, 2017, for contributions to approximation theory, wavelet theory, and image processing

Best Publications

A Singular Value Thresholding Algorithm for Matrix Completion

Jian-Feng Cai;Emmanuel J. Candès;Zuowei Shen

6583
Citations
Affine Systems in L2(Rd): The Analysis of the Analysis Operator.

Amos Ron;Zuowei Shen

992
Citations
Framelets: MRA-based constructions of wavelet frames☆☆☆

Ingrid Daubechies;Bin Han;Amos Ron;Zuowei Shen

959
Citations
Split Bregman Methods and Frame Based Image Restoration

Jian-Feng Cai;Stanley J. Osher;Zuowei Shen

824
Citations
Robust video denoising using low rank matrix completion

Hui Ji;Chaoqiang Liu;Zuowei Shen;Yuhong Xu

596
Citations
Frames and Stable Bases for Shift-Invariant Subspaces of L2(IRd)

Amos Ron;Zuowei Shen

452
Citations
A framelet-based image inpainting algorithm

Jian-Feng Cai;Raymond H. Chan;Zuowei Shen

416
Citations
Image restoration: Total variation, wavelet frames, and beyond

Jian Feng Cai;Bin Dong;Stanley Osher;Zuowei Shen

401
Citations
Linearized Bregman iterations for compressed sensing

Jian-Feng Cai;Stanley J. Osher;Zuowei Shen

401
Citations
Blind motion deblurring from a single image using sparse approximation

Jian-Feng Cai;Hui Ji;Chaoqiang Liu;Zuowei Shen

369
Citations
Affine systems inL 2 (ℝ d ) II: Dual systems

Amos Ron;Zuowei Shen

347
Citations
Weyl-Heisenberg Frames and Riesz Bases in L2(Rd).

Amos Ron;Zuowei Shen

338
Citations
Wavelet Algorithms for High-Resolution Image Reconstruction

Raymond H. Chan;Tony F. Chan;Lixin Shen;Zuowei Shen

330
Citations
Framelet-Based Blind Motion Deblurring From a Single Image

Jian-Feng Cai;Hui Ji;Chaoqiang Liu;Zuowei Shen

289
Citations
Data-driven tight frame construction and image denoising

Jian-Feng Cai;Hui Ji;Zuowei Shen;Gui-Bo Ye

286
Citations
Linearized Bregman Iterations for Frame-Based Image Deblurring

Jian-Feng Cai;Stanley Osher;Zuowei Shen

253
Citations
Refinable function vectors

Zuowei Shen

232
Citations
CONVERGENCE OF THE LINEARIZED BREGMAN ITERATION FOR ℓ1-NORM MINIMIZATION

Jian-Feng Cai;Stanley J. Osher;Zuowei Shen

232
Citations
Weyl-Heisenberg Frames and Riesz Bases in L2(Rd).

Unknown

231
Citations
Robust Video Restoration by Joint Sparse and Low Rank Matrix Approximation

Hui Ji;Sibin Huang;Zuowei Shen;Yuhong Xu

228
Citations
MRA-based wavelet frames and applications

Bin Dong;Zuowei Shen

216
Citations

Frequent Co-Authors

Hui Ji National University of Singapore

Jian-Feng Cai Hong Kong University of Science and Technology

Amos Ron University of Wisconsin–Madison

Raymond H. Chan Lingnan University

Bin Han University of Alberta

Stanley Osher University of California, Los Angeles

Rong-Qing Jia University of Alberta

Tony F. Chan University of California, Los Angeles

Hongkai Zhao Duke University

Kim-Chuan Toh National University of Singapore

External Links

Wikipedia of Zuowei Shen Personal website of Zuowei Shen Google Scholar page

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