Characterization of compactly supported refinable splines. - Wayne Lawton; S. L. Lee; Zuowei Shen (Adv. Comput. Math., 1995)

An algorithm for matrix extension and wavelet construction. - Wayne Lawton; S. L. Lee; Zuowei Shen (Math. Comput., 1996)

Compactly supported tight affine spline frames in L2(Rd). - Amos Ron; Zuowei Shen (Math. Comput., 1998)

Compactly supported (bi)orthogonal wavelets generated by interpolatory refinable functions. - Hui Ji; Zuowei Shen (Adv. Comput. Math., 1999)

Distributional Solutions of Nonhomogeneous Discrete and Continuous Refinement Equations. - Rong-Qing Jia; Qingtang Jiang; Zuowei Shen (SIAM J. Math. Anal., 2000)

Computing the Sobolev Regularity of Refinable Functions by the Arnoldi Method. - Amos Ron; Zuowei Shen; Kim-Chuan Toh (SIAM J. Matrix Anal. Appl., 2001)

A data-adaptive knot selection scheme for fitting splines. - Xuming He 002; Lixin Shen; Zuowei Shen (IEEE Signal Process. Lett., 2001)

Wavelet Algorithms for High-Resolution Image Reconstruction. - Raymond H. Chan; Tony F. Chan; Lixin Shen; Zuowei Shen (SIAM J. Sci. Comput., 2003)

High-resolution image reconstruction with displacement errors: A framelet approach. - Raymond H. Chan; Sherman D. Riemenschneider; Lixin Shen; Zuowei Shen (Int. J. Imaging Syst. Technol., 2004)

Resolution enhancement for video clips: tight frame approach. - Raymond H. Chan; Zuowei Shen; Tao Xia (AVSS, 2005)

Advanced motion compensation techniques for blocking artifacts reduction in 3-D video coding systems. - Cho-Chun Cheng; Wen-Liang Hwang; Zuowei Shen; Tao Xia (ICIP (3), 2005)

A Hybrid Motion Compensated 3-D Video Coding System for Blocking Artifacts Reduction. - Cho-Chun Cheng; Wen-Liang Hwang; Zuowei Shen; Tao Xia (PCM (1), 2005)

Construction of biorthogonal wavelets from pseudo-splines. - Bin Dong 001; Zuowei Shen (J. Approx. Theory, 2006)

Wavelets with Short Support. - Bin Han 003; Zuowei Shen (SIAM J. Math. Anal., 2006)

Subjective and Objective Comparison of Advanced Motion Compensation Methods for Blocking Artifact Reduction in a 3-D Wavelet Coding System. - Cho-Chun Cheng; Wen-Liang Hwang; Zuowei Shen; Tao Xia (IEEE Trans. Circuits Syst. Video Technol., 2006)

A pair of orthogonal frames. - Hong Oh Kim; Rae Young Kim; Jae Kun Lim; Zuowei Shen (J. Approx. Theory, 2007)

Deconvolution: a wavelet frame approach. - Anwei Chai; Zuowei Shen (Numerische Mathematik, 2007)

Polynomial reproduction by symmetric subdivision schemes. - Nira Dyn; Kai Hormann; Malcolm A. Sabin; Zuowei Shen (J. Approx. Theory, 2008)

Compactly Supported Symmetric C∞ Wavelets with Spectral Approximation Order. - Bin Han 003; Zuowei Shen (SIAM J. Math. Anal., 2008)

Restoration of Chopped and Nodded Images by Framelets. - Jian-Feng Cai 001; Raymond H. Chan; Lixin Shen; Zuowei Shen (SIAM J. Sci. Comput., 2008)

Blind motion deblurring from a single image using sparse approximation. - Jian-Feng Cai 001; Hui Ji; Chaoqiang Liu; Zuowei Shen (CVPR, 2009)

High-quality curvelet-based motion deblurring from an image pair. - Jian-Feng Cai 001; Hui Ji; Chaoqiang Liu; Zuowei Shen (CVPR, 2009)

Wavelet Leader multifractal analysis for texture classification. - Herwig Wendt; Patrice Abry; Stéphane Jaffard; Hui Ji; Zuowei Shen (ICIP, 2009)

Convergence analysis of tight framelet approach for missing data recovery. - Jian-Feng Cai 001; Raymond H. Chan; Lixin Shen; Zuowei Shen (Adv. Comput. Math., 2009)

Scattered data reconstruction by regularization in B-spline and associated wavelet spaces. - Michael J. Johnson; Zuowei Shen; Yuhong Xu (J. Approx. Theory, 2009)

Blind motion deblurring using multiple images. - Jian-Feng Cai 001; Hui Ji; Chaoqiang Liu; Zuowei Shen (J. Comput. Phys., 2009)

Split Bregman Methods and Frame Based Image Restoration. - Jian-Feng Cai 001; Stanley J. Osher; Zuowei Shen (Multiscale Model. Simul., 2009)

Linearized Bregman iterations for compressed sensing. - Jian-Feng Cai 001; Stanley J. Osher; Zuowei Shen (Math. Comput., 2009)

Convergence of the linearized Bregman iteration for ℓ1-norm minimization. - Jian-Feng Cai 001; Stanley J. Osher; Zuowei Shen (Math. Comput., 2009)

Simultaneously inpainting in image and transformed domains. - Jian-Feng Cai 001; Raymond H. Chan; Lixin Shen; Zuowei Shen (Numerische Mathematik, 2009)

Linearized Bregman Iterations for Frame-Based Image Deblurring. - Jian-Feng Cai 001; Stanley J. Osher; Zuowei Shen (SIAM J. Imaging Sci., 2009)

Robust video denoising using low rank matrix completion. - Hui Ji; Chaoqiang Liu; Zuowei Shen; Yuhong Xu (CVPR, 2010)

Wavelet frame based scene reconstruction from range data. - Hui Ji; Zuowei Shen; Yuhong Xu (J. Comput. Phys., 2010)

A Singular Value Thresholding Algorithm for Matrix Completion. - Jian-Feng Cai 001; Emmanuel J. Candès; Zuowei Shen (SIAM J. Optim., 2010)

A New Multiscale Representation for Shapes and Its Application to Blood Vessel Recovery. - Bin Dong 001; Aichi Chien; Zuowei Shen; Stanley J. Osher (SIAM J. Sci. Comput., 2010)

Wavelet frame based surface reconstruction from unorganized points. - Bin Dong 001; Zuowei Shen (J. Comput. Phys., 2011)

Robust Video Restoration by Joint Sparse and Low Rank Matrix Approximation. - Hui Ji; Si-Bin Huang; Zuowei Shen; Yuhong Xu (SIAM J. Imaging Sci., 2011)

An Accelerated Proximal Gradient Algorithm for Frame-Based Image Restoration via the Balanced Approach. - Zuowei Shen; Kim-Chuan Toh; Sangwoon Yun (SIAM J. Imaging Sci., 2011)

Adaptive Multiresolution Analysis Structures and Shearlet Systems. - Bin Han 003; Gitta Kutyniok; Zuowei Shen (SIAM J. Numer. Anal., 2011)

Framelet-Based Blind Motion Deblurring From a Single Image. - Jian-Feng Cai 001; Hui Ji; Chaoqiang Liu; Zuowei Shen (IEEE Trans. Image Process., 2012)

Adaptive low rank and sparse decomposition of video using compressive sensing. - Fei Yang 001; Hong Jiang 002; Zuowei Shen; Wei Deng; Dimitris N. Metaxas (ICIP, 2013)

Surveillance Video Processing Using Compressive Sensing - Hong Jiang 002; Wei Deng; Zuowei Shen (CoRR, 2013)

X-Ray CT Image Reconstruction via Wavelet Frame Based Regularization and Radon Domain Inpainting. - Bin Dong 001; Jia Li; Zuowei Shen (J. Sci. Comput., 2013)

Recovering Over-/Underexposed Regions in Photographs. - Likun Hou; Hui Ji; Zuowei Shen (SIAM J. Imaging Sci., 2013)

Wavelet Frame Based Multiphase Image Segmentation. - Cheng Tai; Xiaoqun Zhang; Zuowei Shen (SIAM J. Imaging Sci., 2013)

On B-Spline Framelets Derived from the Unitary Extension Principle. - Zuowei Shen; Zhiqiang Xu (SIAM J. Math. Anal., 2013)

L0 Norm Based Dictionary Learning by Proximal Methods with Global Convergence. - Chenglong Bao; Hui Ji; Yuhui Quan; Zuowei Shen (CVPR, 2014)

Surveillance Video Analysis Using Compressive Sensing With Low Latency. - Hong Jiang 002; Songqing Zhao; Zuowei Shen; Wei Deng; Paul A. Wilford; Raziel Haimi-Cohen (Bell Labs Tech. J., 2014)

Image Restoration with Mixed or Unknown Noises. - Zheng Gong; Zuowei Shen; Kim-Chuan Toh (Multiscale Model. Simul., 2014)

Wavelet Frame Based Algorithm for 3D Reconstruction in Electron Microscopy. - Ming Li; Zhitao Fan; Hui Ji; Zuowei Shen (SIAM J. Sci. Comput., 2014)

Cine Cone Beam CT Reconstruction Using Low-Rank Matrix Factorization: Algorithm and a Proof-of-Principle Study. - Jian-Feng Cai 001; Xun Jia; Hao Gao; Steve B. Jiang; Zuowei Shen; Hongkai Zhao (IEEE Trans. Medical Imaging, 2014)

Tight wavelet frames in low dimensions with canonical filters. - Qingtang Jiang; Zuowei Shen (J. Approx. Theory, 2015)

Data-Driven Multi-scale Non-local Wavelet Frame Construction and Image Recovery. - Yuhui Quan; Hui Ji; Zuowei Shen (J. Sci. Comput., 2015)

Dual Gramian analysis: Duality principle and unitary extension principle. - Zhitao Fan; Hui Ji; Zuowei Shen (Math. Comput., 2016)

Dictionary Learning for Sparse Coding: Algorithms and Convergence Analysis. - Chenglong Bao; Hui Ji; Yuhui Quan; Zuowei Shen (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

A Wavelet Frame Method with Shape Prior for Ultrasound Video Segmentation. - Jiulong Liu; Xiaoqun Zhang; Bin Dong 001; Zuowei Shen; Lixu Gu (SIAM J. Imaging Sci., 2016)

Image Restoration: Wavelet Frame Shrinkage, Nonlinear Evolution PDEs, and Beyond. - Bin Dong 001; Qingtang Jiang; Zuowei Shen (Multiscale Model. Simul., 2017)

Image Restoration: A General Wavelet Frame Based Model and Its Asymptotic Analysis. - Bin Dong 001; Zuowei Shen; Peichu Xie (SIAM J. Math. Anal., 2017)

On the Convergence and Robustness of Batch Normalization. - Yongqiang Cai; Qianxiao Li; Zuowei Shen (CoRR, 2018)

B-spline tight frame based force matching method. - Jianbin Yang; Guanhua Zhu; Dudu Tong; Lanyuan Lu; Zuowei Shen (J. Comput. Phys., 2018)

Digital Gabor filters with MRA structure. - Hui Ji; Zuowei Shen; Yufei Zhao (Multiscale Model. Simul., 2018)

Symmetric canonical quincunx tight framelets with high vanishing moments and smoothness. - Bin Han 003; Qingtang Jiang; Zuowei Shen; Xiaosheng Zhuang (Math. Comput., 2018)

Coherence Retrieval Using Trace Regularization. - Chenglong Bao; George Barbastathis; Hui Ji; Zuowei Shen; Zhengyun Zhang (SIAM J. Imaging Sci., 2018)

A Quantitative Analysis of the Effect of Batch Normalization on Gradient Descent. - Yongqiang Cai; Qianxiao Li; Zuowei Shen (ICML, 2019)

Deep Network Approximation Characterized by Number of Neurons. - Zuowei Shen; Haizhao Yang; Shijun Zhang (CoRR, 2019)

Deep Learning via Dynamical Systems: An Approximation Perspective. - Qianxiao Li; Ting Lin; Zuowei Shen (CoRR, 2019)

Nonlinear approximation via compositions. - Zuowei Shen; Haizhao Yang; Shijun Zhang (Neural Networks, 2019)

Optimization in Machine Learning: A Distribution Space Approach. - Yongqiang Cai; Qianxiao Li; Zuowei Shen (CoRR, 2020)

Deep Network Approximation with Discrepancy Being Reciprocal of Width to Power of Depth. - Zuowei Shen; Haizhao Yang; Shijun Zhang (CoRR, 2020)

Multiscale Discrete Framelet Transform for Graph-Structured Signals. - Hui Ji; Zuowei Shen; Yufei Zhao (Multiscale Model. Simul., 2020)

Optimal Approximation Rate of ReLU Networks in terms of Width and Depth. - Zuowei Shen; Haizhao Yang; Shijun Zhang (CoRR, 2021)

ReLU Network Approximation in Terms of Intrinsic Parameters. - Zuowei Shen; Haizhao Yang; Shijun Zhang (CoRR, 2021)

Deep Network With Approximation Error Being Reciprocal of Width to Power of Square Root of Depth. - Zuowei Shen; Haizhao Yang; Shijun Zhang (Neural Comput., 2021)

Neural network approximation: Three hidden layers are enough. - Zuowei Shen; Haizhao Yang; Shijun Zhang (Neural Networks, 2021)

Deep Network Approximation for Smooth Functions. - Jianfeng Lu 001; Zuowei Shen; Haizhao Yang; Shijun Zhang (SIAM J. Math. Anal., 2021)

Approximation from Noisy Data. - Bin Dong 001; Zuowei Shen; Jianbin Yang (SIAM J. Numer. Anal., 2021)

Deep Network Approximation in Terms of Intrinsic Parameters. - Zuowei Shen; Haizhao Yang; Shijun Zhang (ICML, 2022)

Neural Network Architecture Beyond Width and Depth. - Shijun Zhang; Zuowei Shen; Haizhao Yang (NeurIPS, 2022)

Aquila: A unified, low-latency fabric for datacenter networks. - Dan Gibson; Hema Hariharan; Eric Lance; Moray McLaren; Behnam Montazeri; Arjun Singh; Stephen Wang; Hassan M. G. Wassel; Zhehua Wu; Sunghwan Yoo; Raghuraman Balasubramanian; Prashant Chandra; et al. (NSDI, 2022)

IAE-Net: Integral Autoencoders for Discretization-Invariant Learning. - Yong Zheng Ong; Zuowei Shen; Haizhao Yang (CoRR, 2022)

Deep Neural Network Approximation of Invariant Functions through Dynamical Systems. - Qianxiao Li; Ting Lin; Zuowei Shen (CoRR, 2022)

On the Universal Approximation Property of Deep Fully Convolutional Neural Networks. - Ting Lin; Zuowei Shen; Qianxiao Li (CoRR, 2022)

Integral Autoencoder Network for Discretization-Invariant Learning. - Yong Zheng Ong; Zuowei Shen; Haizhao Yang (J. Mach. Learn. Res., 2022)

Deep Network Approximation: Achieving Arbitrary Accuracy with Fixed Number of Neurons. - Shijun Zhang; Zuowei Shen; Haizhao Yang (J. Mach. Learn. Res., 2022)

Accelerated Gradient Methods with Gradient Restart: Global Linear Convergence. - Chenglong Bao; Liang Chen; Jiahong Li; Zuowei Shen (CoRR, 2024)

Interpolation, Approximation, and Controllability of Deep Neural Networks. - Jingpu Cheng; Qianxiao Li; Ting Lin; Zuowei Shen (SIAM J. Control. Optim., 2025)

A unified framework on the universal approximation of transformer-type architectures. - Jingpu Cheng; Qianxiao Li; Ting Lin; Zuowei Shen (CoRR, 2025)