Zuowei Shen - RankMe

103 papers A* 7B 3Misc 1Journal 90Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Deep learning and the rate of approximation by flows. CoRR Jingpu Cheng, Qianxiao Li, Ting Lin, Zuowei Shen
2026	J	`jnl`	Enhancing Low-resolution Image Representation Through Normalizing Flows. CoRR Chenglong Bao, Tongyao Pang, Zuowei Shen, Dihan Zheng, Yihang Zou
2026	J	`jnl`	Multigrade Neural Network Approximation. CoRR Shijun Zhang, Zuowei Shen, Yuesheng Xu
2025	J	`jnl`	A unified framework on the universal approximation of transformer-type architectures. CoRR Jingpu Cheng, Qianxiao Li, Ting Lin, Zuowei Shen
2025	J	`jnl`	Analysis of a Wavelet Frame Based Two-Scale Model for Enhanced Edges. SIAM J. Imaging Sci. Bin Dong, Ting Lin, Zuowei Shen, Peichu Xie
2025	J	`jnl`	Interpolation, Approximation, and Controllability of Deep Neural Networks. SIAM J. Control. Optim. Jingpu Cheng, Qianxiao Li, Ting Lin, Zuowei Shen
2025	J	`jnl`	On the Universal Approximation Property of Deep Fully Convolutional Neural Networks. SIAM J. Math. Anal. Qianxiao Li, Ting Lin, Zuowei Shen
2024	J	`jnl`	Accelerated Gradient Methods with Gradient Restart: Global Linear Convergence. CoRR Chenglong Bao, Liang Chen, Jiahong Li, Zuowei Shen
2024	J	`jnl`	Deep Neural Network Approximation of Invariant Functions through Dynamical Systems. J. Mach. Learn. Res. Qianxiao Li, Ting Lin, Zuowei Shen
2023	J	`jnl`	Interpolation, Approximation and Controllability of Deep Neural Networks. CoRR Jingpu Cheng, Qianxiao Li, Ting Lin, Zuowei Shen
2022	Misc	`conf`	Aquila: A unified, low-latency fabric for datacenter networks. NSDI 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, Michael Cutforth, Peter Cuy, David Decotigny, Rakesh Gautam, Alex Iriza, Milo M. K. Martin, Rick Roy, Zuowei Shen, Ming Tan, Ye Tang, Monica Wong-Chan, Joe Zbiciak, Amin Vahdat
2022	A*	`conf`	Deep Network Approximation in Terms of Intrinsic Parameters. ICML Zuowei Shen, Haizhao Yang, Shijun Zhang
2022	J	`jnl`	Deep Network Approximation: Achieving Arbitrary Accuracy with Fixed Number of Neurons. J. Mach. Learn. Res. Shijun Zhang, Zuowei Shen, Haizhao Yang
2022	J	`jnl`	Deep Neural Network Approximation of Invariant Functions through Dynamical Systems. CoRR Qianxiao Li, Ting Lin, Zuowei Shen
2022	J	`jnl`	IAE-Net: Integral Autoencoders for Discretization-Invariant Learning. CoRR Yong Zheng Ong, Zuowei Shen, Haizhao Yang
2022	J	`jnl`	Integral Autoencoder Network for Discretization-Invariant Learning. J. Mach. Learn. Res. Yong Zheng Ong, Zuowei Shen, Haizhao Yang
2022	A*	`conf`	Neural Network Architecture Beyond Width and Depth. NeurIPS Shijun Zhang, Zuowei Shen, Haizhao Yang
2022	J	`jnl`	Neural Network Architecture Beyond Width and Depth. CoRR Zuowei Shen, Haizhao Yang, Shijun Zhang
2022	J	`jnl`	On the Universal Approximation Property of Deep Fully Convolutional Neural Networks. CoRR Ting Lin, Zuowei Shen, Qianxiao Li
2021	J	`jnl`	Approximation from Noisy Data. SIAM J. Numer. Anal. Bin Dong, Zuowei Shen, Jianbin Yang
2021	J	`jnl`	Deep Network Approximation for Smooth Functions. SIAM J. Math. Anal. Jianfeng Lu, Zuowei Shen, Haizhao Yang, Shijun Zhang
2021	J	`jnl`	Deep Network Approximation: Achieving Arbitrary Accuracy with Fixed Number of Neurons. CoRR Zuowei Shen, Haizhao Yang, Shijun Zhang
2021	J	`jnl`	Deep Network With Approximation Error Being Reciprocal of Width to Power of Square Root of Depth. Neural Comput. Zuowei Shen, Haizhao Yang, Shijun Zhang
2021	J	`jnl`	Neural network approximation: Three hidden layers are enough. Neural Networks Zuowei Shen, Haizhao Yang, Shijun Zhang
2021	J	`jnl`	Optimal Approximation Rate of ReLU Networks in terms of Width and Depth. CoRR Zuowei Shen, Haizhao Yang, Shijun Zhang
2021	J	`jnl`	ReLU Network Approximation in Terms of Intrinsic Parameters. CoRR Zuowei Shen, Haizhao Yang, Shijun Zhang
2020	J	`jnl`	Deep Network Approximation for Smooth Functions. CoRR Jianfeng Lu, Zuowei Shen, Haizhao Yang, Shijun Zhang
2020	J	`jnl`	Deep Network Approximation with Discrepancy Being Reciprocal of Width to Power of Depth. CoRR Zuowei Shen, Haizhao Yang, Shijun Zhang
2020	J	`jnl`	Multiscale Discrete Framelet Transform for Graph-Structured Signals. Multiscale Model. Simul. Hui Ji, Zuowei Shen, Yufei Zhao
2020	J	`jnl`	Neural Network Approximation: Three Hidden Layers Are Enough. CoRR Zuowei Shen, Haizhao Yang, Shijun Zhang
2020	J	`jnl`	Optimization in Machine Learning: A Distribution Space Approach. CoRR Yongqiang Cai, Qianxiao Li, Zuowei Shen
2019	A*	`conf`	A Quantitative Analysis of the Effect of Batch Normalization on Gradient Descent. ICML Yongqiang Cai, Qianxiao Li, Zuowei Shen
2019	J	`jnl`	Deep Learning via Dynamical Systems: An Approximation Perspective. CoRR Qianxiao Li, Ting Lin, Zuowei Shen
2019	J	`jnl`	Deep Network Approximation Characterized by Number of Neurons. CoRR Zuowei Shen, Haizhao Yang, Shijun Zhang
2019	J	`jnl`	Nonlinear Approximation via Compositions. CoRR Zuowei Shen, Haizhao Yang, Shijun Zhang
2019	J	`jnl`	Nonlinear approximation via compositions. Neural Networks Zuowei Shen, Haizhao Yang, Shijun Zhang
2018	J	`jnl`	B-spline tight frame based force matching method. J. Comput. Phys. Jianbin Yang, Guanhua Zhu, Dudu Tong, Lanyuan Lu, Zuowei Shen
2018	J	`jnl`	Coherence Retrieval Using Trace Regularization. SIAM J. Imaging Sci. Chenglong Bao, George Barbastathis, Hui Ji, Zuowei Shen, Zhengyun Zhang
2018	J	`jnl`	Digital Gabor filters with MRA structure. Multiscale Model. Simul. Hui Ji, Zuowei Shen, Yufei Zhao
2018	J	`jnl`	On the Convergence and Robustness of Batch Normalization. CoRR Yongqiang Cai, Qianxiao Li, Zuowei Shen
2018	J	`jnl`	Symmetric canonical quincunx tight framelets with high vanishing moments and smoothness. Math. Comput. Bin Han, Qingtang Jiang, Zuowei Shen, Xiaosheng Zhuang
2017	J	`jnl`	Image Restoration: A General Wavelet Frame Based Model and Its Asymptotic Analysis. SIAM J. Math. Anal. Bin Dong, Zuowei Shen, Peichu Xie
2017	J	`jnl`	Image Restoration: Wavelet Frame Shrinkage, Nonlinear Evolution PDEs, and Beyond. Multiscale Model. Simul. Bin Dong, Qingtang Jiang, Zuowei Shen
2016	J	`jnl`	A Wavelet Frame Method with Shape Prior for Ultrasound Video Segmentation. SIAM J. Imaging Sci. Jiulong Liu, Xiaoqun Zhang, Bin Dong, Zuowei Shen, Lixu Gu
2016	J	`jnl`	Dictionary Learning for Sparse Coding: Algorithms and Convergence Analysis. IEEE Trans. Pattern Anal. Mach. Intell. Chenglong Bao, Hui Ji, Yuhui Quan, Zuowei Shen
2016	J	`jnl`	Dual Gramian analysis: Duality principle and unitary extension principle. Math. Comput. Zhitao Fan, Hui Ji, Zuowei Shen
2016	J	`jnl`	Image Restoration: A General Wavelet Frame Based Model and Its Asymptotic Analysis. CoRR Bin Dong, Zuowei Shen, Peichu Xie
2015	J	`jnl`	Data-Driven Multi-scale Non-local Wavelet Frame Construction and Image Recovery. J. Sci. Comput. Yuhui Quan, Hui Ji, Zuowei Shen
2015	J	`jnl`	Symmetric Canonical Quincunx Tight Framelets with High Vanishing Moments and Smoothness. CoRR Bin Han, Qingtang Jiang, Zuowei Shen, Xiaosheng Zhuang
2015	J	`jnl`	Tight wavelet frames in low dimensions with canonical filters. J. Approx. Theory Qingtang Jiang, Zuowei Shen
2014	J	`jnl`	Cine Cone Beam CT Reconstruction Using Low-Rank Matrix Factorization: Algorithm and a Proof-of-Principle Study. IEEE Trans. Medical Imaging Jian-Feng Cai, Xun Jia, Hao Gao, Steve B. Jiang, Zuowei Shen, Hongkai Zhao
2014	J	`jnl`	Image Restoration with Mixed or Unknown Noises. Multiscale Model. Simul. Zheng Gong, Zuowei Shen, Kim-Chuan Toh
2014	A*	`conf`	L0 Norm Based Dictionary Learning by Proximal Methods with Global Convergence. CVPR Chenglong Bao, Hui Ji, Yuhui Quan, Zuowei Shen
2014	J	`jnl`	Surveillance Video Analysis Using Compressive Sensing With Low Latency. Bell Labs Tech. J. Hong Jiang, Songqing Zhao, Zuowei Shen, Wei Deng, Paul A. Wilford, Raziel Haimi-Cohen
2014	J	`jnl`	Wavelet Frame Based Algorithm for 3D Reconstruction in Electron Microscopy. SIAM J. Sci. Comput. Ming Li, Zhitao Fan, Hui Ji, Zuowei Shen
2013	J	`jnl`	Adaptive low rank and sparse decomposition of video using compressive sensing CoRR Fei Yang, Hong Jiang, Zuowei Shen, Wei Deng, Dimitris N. Metaxas
2013	B	`conf`	Adaptive low rank and sparse decomposition of video using compressive sensing. ICIP Fei Yang, Hong Jiang, Zuowei Shen, Wei Deng, Dimitris N. Metaxas
2013	J	`jnl`	On B-Spline Framelets Derived from the Unitary Extension Principle. SIAM J. Math. Anal. Zuowei Shen, Zhiqiang Xu
2013	J	`jnl`	Recovering Over-/Underexposed Regions in Photographs. SIAM J. Imaging Sci. Likun Hou, Hui Ji, Zuowei Shen
2013	J	`jnl`	Surveillance Video Processing Using Compressive Sensing CoRR Hong Jiang, Wei Deng, Zuowei Shen
2013	J	`jnl`	Wavelet Frame Based Multiphase Image Segmentation. SIAM J. Imaging Sci. Cheng Tai, Xiaoqun Zhang, Zuowei Shen
2013	J	`jnl`	X-Ray CT Image Reconstruction via Wavelet Frame Based Regularization and Radon Domain Inpainting. J. Sci. Comput. Bin Dong, Jia Li, Zuowei Shen
2012	J	`jnl`	Framelet-Based Blind Motion Deblurring From a Single Image. IEEE Trans. Image Process. Jian-Feng Cai, Hui Ji, Chaoqiang Liu, Zuowei Shen
2011	J	`jnl`	Adaptive Multiresolution Analysis Structures and Shearlet Systems. SIAM J. Numer. Anal. Bin Han, Gitta Kutyniok, Zuowei Shen
2011	J	`jnl`	An Accelerated Proximal Gradient Algorithm for Frame-Based Image Restoration via the Balanced Approach. SIAM J. Imaging Sci. Zuowei Shen, Kim-Chuan Toh, Sangwoon Yun
2011	J	`jnl`	On B-spline framelets derived from the unitary extension principle CoRR Zuowei Shen, Zhiqiang Xu
2011	J	`jnl`	Robust Video Restoration by Joint Sparse and Low Rank Matrix Approximation. SIAM J. Imaging Sci. Hui Ji, Si-Bin Huang, Zuowei Shen, Yuhong Xu
2011	J	`jnl`	Wavelet frame based surface reconstruction from unorganized points. J. Comput. Phys. Bin Dong, Zuowei Shen
2010	J	`jnl`	A New Multiscale Representation for Shapes and Its Application to Blood Vessel Recovery. SIAM J. Sci. Comput. Bin Dong, Aichi Chien, Zuowei Shen, Stanley J. Osher
2010	J	`jnl`	A Singular Value Thresholding Algorithm for Matrix Completion. SIAM J. Optim. Jian-Feng Cai, Emmanuel J. Candès, Zuowei Shen
2010	A*	`conf`	Robust video denoising using low rank matrix completion. CVPR Hui Ji, Chaoqiang Liu, Zuowei Shen, Yuhong Xu
2010	J	`jnl`	Wavelet frame based scene reconstruction from range data. J. Comput. Phys. Hui Ji, Zuowei Shen, Yuhong Xu
2009	A*	`conf`	Blind motion deblurring from a single image using sparse approximation. CVPR Jian-Feng Cai, Hui Ji, Chaoqiang Liu, Zuowei Shen
2009	J	`jnl`	Blind motion deblurring using multiple images. J. Comput. Phys. Jian-Feng Cai, Hui Ji, Chaoqiang Liu, Zuowei Shen
2009	J	`jnl`	Convergence analysis of tight framelet approach for missing data recovery. Adv. Comput. Math. Jian-Feng Cai, Raymond H. Chan, Lixin Shen, Zuowei Shen
2009	J	`jnl`	Convergence of the linearized Bregman iteration for ℓ Math. Comput. Jian-Feng Cai, Stanley J. Osher, Zuowei Shen
2009	A*	`conf`	High-quality curvelet-based motion deblurring from an image pair. CVPR Jian-Feng Cai, Hui Ji, Chaoqiang Liu, Zuowei Shen
2009	J	`jnl`	Linearized Bregman Iterations for Frame-Based Image Deblurring. SIAM J. Imaging Sci. Jian-Feng Cai, Stanley J. Osher, Zuowei Shen
2009	J	`jnl`	Linearized Bregman iterations for compressed sensing. Math. Comput. Jian-Feng Cai, Stanley J. Osher, Zuowei Shen
2009	J	`jnl`	Scattered data reconstruction by regularization in B-spline and associated wavelet spaces. J. Approx. Theory Michael J. Johnson, Zuowei Shen, Yuhong Xu
2009	J	`jnl`	Simultaneously inpainting in image and transformed domains. Numerische Mathematik Jian-Feng Cai, Raymond H. Chan, Lixin Shen, Zuowei Shen
2009	J	`jnl`	Split Bregman Methods and Frame Based Image Restoration. Multiscale Model. Simul. Jian-Feng Cai, Stanley J. Osher, Zuowei Shen
2009	B	`conf`	Wavelet Leader multifractal analysis for texture classification. ICIP Herwig Wendt, Patrice Abry, Stéphane Jaffard, Hui Ji, Zuowei Shen
2008	J	`jnl`	Compactly Supported Symmetric C SIAM J. Math. Anal. Bin Han, Zuowei Shen
2008	J	`jnl`	Polynomial reproduction by symmetric subdivision schemes. J. Approx. Theory Nira Dyn, Kai Hormann, Malcolm A. Sabin, Zuowei Shen
2008	J	`jnl`	Restoration of Chopped and Nodded Images by Framelets. SIAM J. Sci. Comput. Jian-Feng Cai, Raymond H. Chan, Lixin Shen, Zuowei Shen
2007	J	`jnl`	A pair of orthogonal frames. J. Approx. Theory Hong Oh Kim, Rae Young Kim, Jae Kun Lim, Zuowei Shen
2007	J	`jnl`	Deconvolution: a wavelet frame approach. Numerische Mathematik Anwei Chai, Zuowei Shen
2006	J	`jnl`	Construction of biorthogonal wavelets from pseudo-splines. J. Approx. Theory Bin Dong, Zuowei Shen
2006	J	`jnl`	Subjective and Objective Comparison of Advanced Motion Compensation Methods for Blocking Artifact Reduction in a 3-D Wavelet Coding System. IEEE Trans. Circuits Syst. Video Technol. Cho-Chun Cheng, Wen-Liang Hwang, Zuowei Shen, Tao Xia
2006	J	`jnl`	Wavelets with Short Support. SIAM J. Math. Anal. Bin Han, Zuowei Shen
2005	—	`conf`	A Hybrid Motion Compensated 3-D Video Coding System for Blocking Artifacts Reduction. PCM (1) Cho-Chun Cheng, Wen-Liang Hwang, Zuowei Shen, Tao Xia
2005	—	`conf`	Advanced motion compensation techniques for blocking artifacts reduction in 3-D video coding systems. ICIP (3) Cho-Chun Cheng, Wen-Liang Hwang, Zuowei Shen, Tao Xia
2005	B	`conf`	Resolution enhancement for video clips: tight frame approach. AVSS Raymond H. Chan, Zuowei Shen, Tao Xia
2004	J	`jnl`	High-resolution image reconstruction with displacement errors: A framelet approach. Int. J. Imaging Syst. Technol. Raymond H. Chan, Sherman D. Riemenschneider, Lixin Shen, Zuowei Shen
2003	J	`jnl`	Wavelet Algorithms for High-Resolution Image Reconstruction. SIAM J. Sci. Comput. Raymond H. Chan, Tony F. Chan, Lixin Shen, Zuowei Shen
2001	J	`jnl`	A data-adaptive knot selection scheme for fitting splines. IEEE Signal Process. Lett. Xuming He, Lixin Shen, Zuowei Shen
2001	J	`jnl`	Computing the Sobolev Regularity of Refinable Functions by the Arnoldi Method. SIAM J. Matrix Anal. Appl. Amos Ron, Zuowei Shen, Kim-Chuan Toh
2000	J	`jnl`	Distributional Solutions of Nonhomogeneous Discrete and Continuous Refinement Equations. SIAM J. Math. Anal. Rong-Qing Jia, Qingtang Jiang, Zuowei Shen
1999	J	`jnl`	Compactly supported (bi)orthogonal wavelets generated by interpolatory refinable functions. Adv. Comput. Math. Hui Ji, Zuowei Shen
1998	J	`jnl`	Compactly supported tight affine spline frames in L Math. Comput. Amos Ron, Zuowei Shen
1996	J	`jnl`	An algorithm for matrix extension and wavelet construction. Math. Comput. Wayne Lawton, S. L. Lee, Zuowei Shen
1995	J	`jnl`	Characterization of compactly supported refinable splines. Adv. Comput. Math. Wayne Lawton, S. L. Lee, Zuowei Shen