Shen, Zuowei

11 publications

NeurIPS 2025 A Unified Framework for Establishing the Universal Approximation of Transformer-Type Architectures Jingpu Cheng, Ting Lin, Zuowei Shen, Qianxiao Li

JMLR 2024 Deep Neural Network Approximation of Invariant Functions Through Dynamical Systems Qianxiao Li, Ting Lin, Zuowei Shen

ICML 2022 Deep Network Approximation in Terms of Intrinsic Parameters Zuowei Shen, Haizhao Yang, Shijun Zhang

JMLR 2022 Deep Network Approximation: Achieving Arbitrary Accuracy with Fixed Number of Neurons Shijun Zhang, Zuowei Shen, Haizhao Yang

JMLR 2022 Integral Autoencoder Network for Discretization-Invariant Learning Yong Zheng Ong, Zuowei Shen, Haizhao Yang

NeurIPS 2022 Neural Network Architecture Beyond Width and Depth Shijun Zhang, Zuowei Shen, Haizhao Yang

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

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

CVPR 2010 Robust Video Denoising Using Low Rank Matrix Completion Hui Ji, Chaoqiang Liu, Zuowei Shen, Yuhong Xu

CVPR 2009 Blind Motion Deblurring from a Single Image Using Sparse Approximation Jian-Feng Cai, Hui Ji, Chaoqiang Liu, Zuowei Shen

CVPR 2009 High-Quality Curvelet-Based Motion Deblurring from an Image Pair Jian-Feng Cai, Hui Ji, Chaoqiang Liu, Zuowei Shen