Zuoqiang Shi

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 78

Top Topics

Quadratic Optimization

Top Venues

Multiscale Model. Simul.

Publications

Guozhi Dong, Hailong Guo, Chengrun Jiang, Zuoqiang Shi
Gradient enhanced ADMM Algorithm for dynamic optimal transport on surfaces. CoRR (2024)
Dong Xiao, Yueji Ma, Zuoqiang Shi, Shiqing Xin, Wenping Wang, Bailin Deng, Bin Wang
Winding Clearness for Differentiable Point Cloud Optimization. CoRR (2024)
Tangjun Wang, Zehao Dou, Chenglong Bao, Zuoqiang Shi
Diffusion Mechanism in Residual Neural Network: Theory and Applications. IEEE Trans. Pattern Anal. Mach. Intell. 46 (2) (2024)
Yueji Ma, Yanzun Meng, Dong Xiao, Zuoqiang Shi, Bin Wang
Flipping-based iterative surface reconstruction for unoriented points. Comput. Aided Geom. Des. 111 (2024)
Tangjun Wang, Chenglong Bao, Zuoqiang Shi
Convection-Diffusion Equation: A Theoretically Certified Framework for Neural Networks. CoRR (2024)
Yajie Zhang, Zuoqiang Shi
A Second-Order Nonlocal Approximation to Manifold Poisson Models with Neumann Boundary. CoRR (2024)
Siyou Lin, Zuoqiang Shi, Yebin Liu
Fast and Globally Consistent Normal Orientation based on the Winding Number Normal Consistency. CoRR (2024)
Yueji Ma, Dong Xiao, Zuoqiang Shi, Bin Wang
Anisotropic Gauss Reconstruction for Unoriented Point Clouds. CoRR (2024)
Yajie Zhang, Qiang Du, Zuoqiang Shi
Nonlocal Stokes equation with relaxation on the divergence free equation. CoRR (2024)
Fukai Chen, Ziyang Liu, Guochang Lin, Junqing Chen, Zuoqiang Shi
NSNO: Neumann Series Neural Operator for Solving Helmholtz Equations in Inhomogeneous Medium. CoRR (2024)
Yicheng Li, Weiye Gan, Zuoqiang Shi, Qian Lin
Generalization Error Curves for Analytic Spectral Algorithms under Power-law Decay. CoRR (2024)
Fukai Chen, Ziyang Liu, Guochang Lin, Junqing Chen, Zuoqiang Shi
NSNO: Neumann Series Neural Operator for Solving Helmholtz Equations in Inhomogeneous Medium. J. Syst. Sci. Complex. 37 (2) (2024)
Tangjun Wang, Wenqi Tao, Chenglong Bao, Zuoqiang Shi
An axiomatized PDE model of deep neural networks. CoRR (2023)
Dong Xiao, Zuoqiang Shi, Bin Wang
Alternately denoising and reconstructing unoriented point sets. Comput. Graph. 116 (2023)
Zhijun Zeng, Pipi Hu, Chenglong Bao, Yi Zhu, Zuoqiang Shi
Reconstruction of dynamical systems from data without time labels. CoRR (2023)
Xintong Liu, Jianyu Wang, Leping Xiao, Xing Fu, Lingyun Qiu, Zuoqiang Shi
Few-Shot Non-Line-of-Sight Imaging with Signal-Surface Collaborative Regularization. CVPR (2023)
Weiye Gan, Qiang Du, Zuoqiang Shi
Γ-convergence of Nonlocal Dirichlet Energies With Penalty Formulations of Dirichlet Boundary Data. CoRR (2023)
Siyou Lin, Dong Xiao, Zuoqiang Shi, Bin Wang
Surface Reconstruction from Point Clouds without Normals by Parametrizing the Gauss Formula. ACM Trans. Graph. 42 (2) (2023)
Zuoqiang Shi
Nonlocal diffusion model with maximum principle. CoRR (2023)
Wei Wan, Yuejin Zhang, Chenglong Bao, Bin Dong, Zuoqiang Shi
A Scalable Deep Learning Approach for Solving High-Dimensional Dynamic Optimal Transport. SIAM J. Sci. Comput. 45 (4) (2023)
Dong Xiao, Zuoqiang Shi, Siyu Li, Bailin Deng, Bin Wang
Point normal orientation and surface reconstruction by incorporating isovalue constraints to Poisson equation. Comput. Aided Geom. Des. 103 (2023)
Xufeng Xiao, Xinlong Feng, Zuoqiang Shi
Efficient numerical simulation of Cahn-Hilliard type models by a dimension splitting method. Comput. Math. Appl. 136 (2023)
Jianyu Wang, Xintong Liu, Leping Xiao, Zuoqiang Shi, Lingyun Qiu, Xing Fu
Non-Line-of-Sight Imaging with Signal Superresolution Network. CVPR (2023)
Hui Zhang, Dihan Zheng, Qiurong Wu, Nieng Yan, Zuoqiang Shi, Mingxu Hu, Chenglong Bao
Addressing preferred orientation in single-particle cryo-EM through AI-generated auxiliary particles. CoRR (2023)
Zhijun Zeng, Yihang Zheng, Youjia Zheng, Yubing Li, Zuoqiang Shi, He Sun
Neural Born Series Operator for Biomedical Ultrasound Computed Tomography. CoRR (2023)
Dong Xiao, Zuoqiang Shi, Bin Wang
Alternately denoising and reconstructing unoriented point sets. CoRR (2023)
Dong Xiao, Siyou Lin, Zuoqiang Shi, Bin Wang
Learning modified indicator functions for surface reconstruction. Comput. Graph. 102 (2022)
Weiye Gan, Xintong Liu, Yicheng Li, Zuoqiang Shi
A non-local gradient based approach of infinity Laplacian with Γ-convergence. CoRR (2022)
Wenbin Song, Mingrui Zhang, Joseph G. Wallwork, Junpeng Gao, Zheng Tian, Fanglei Sun, Matthew D. Piggott, Junqing Chen, Zuoqiang Shi, Xiang Chen, Jun Wang
M2N: Mesh Movement Networks for PDE Solvers. CoRR (2022)
Wenbin Song, Mingrui Zhang, Joseph G. Wallwork, Junpeng Gao, Zheng Tian, Fanglei Sun, Matthew D. Piggott, Junqing Chen, Zuoqiang Shi, Xiang Chen, Jun Wang
M2N: Mesh Movement Networks for PDE Solvers. NeurIPS (2022)
Xintong Liu, Jianyu Wang, Leping Xiao, Xing Fu, Lingyun Qiu, Zuoqiang Shi
Few-shot Non-line-of-sight Imaging with Signal-surface Collaborative Regularization. CoRR (2022)
Dihan Zheng, Chenglong Bao, Zuoqiang Shi, Haibin Ling, Kaisheng Ma
Unsupervised Deep Learning Meets Chan-Vese Model. CoRR (2022)
Guochang Lin, Fukai Chen, Pipi Hu, Xiang Chen, Junqing Chen, Jun Wang, Zuoqiang Shi
BI-GreenNet: Learning Green's functions by boundary integral network. CoRR (2022)
Yajie Zhang, Zuoqiang Shi
Truncation Error Analysis for an Accurate Nonlocal Manifold Poisson Model with Dirichlet Boundary. CoRR (2022)
Wei Wan, Yuejin Zhang, Chenglong Bao, Bin Dong, Zuoqiang Shi
A scalable deep learning approach for solving high-dimensional dynamic optimal transport. CoRR (2022)
Huaming Ling, Chenglong Bao, Xin Liang, Zuoqiang Shi
Semi-Supervised Clustering via Dynamic Graph Structure Learning. CoRR (2022)
Dong Xiao, Zuoqiang Shi, Siyu Li, Bailin Deng, Bin Wang
Point Normal Orientation and Surface Reconstruction by Incorporating Isovalue Constraints to Poisson Equation. CoRR (2022)
Qiang Du, Zuoqiang Shi
A nonlocal Stokes system with volume constraints. CoRR (2022)
Yajie Zhang, Zuoqiang Shi
A Second-Order Nonlocal Approximation for Surface Poisson Model with Dirichlet Boundary. CoRR (2021)
Dihan Zheng, Sia Huat Tan, Xiaowen Zhang, Zuoqiang Shi, Kaisheng Ma, Chenglong Bao
An Unsupervised Deep Learning Approach for Real-World Image Denoising. ICLR (2021)
Guochang Lin, Pipi Hu, Fukai Chen, Xiang Chen, Junqing Chen, Jun Wang, Zuoqiang Shi
BINet: Learning to Solve Partial Differential Equations with Boundary Integral Networks. CoRR (2021)
Wenjun Xia, Zexin Lu, Yongqiang Huang, Zuoqiang Shi, Yan Liu, Hu Chen, Yang Chen, Jiliu Zhou, Yi Zhang
MAGIC: Manifold and Graph Integrative Convolutional Network for Low-Dose CT Reconstruction. IEEE Trans. Medical Imaging 40 (12) (2021)
Tao Sun, Huaming Ling, Zuoqiang Shi, Dongsheng Li, Bao Wang
Training Deep Neural Networks with Adaptive Momentum Inspired by the Quadratic Optimization. CoRR (2021)
Tangjun Wang, Zehao Dou, Chenglong Bao, Zuoqiang Shi
Diff-ResNets for Few-shot Learning - an ODE Perspective. CoRR (2021)
Dong Xiao, Siyou Lin, Zuoqiang Shi, Bin Wang
Learning Modified Indicator Functions for Surface Reconstruction. CoRR (2021)
Bin Dong, Haocheng Ju, Yiping Lu, Zuoqiang Shi
CURE: Curvature Regularization for Missing Data Recovery. SIAM J. Imaging Sci. 13 (4) (2020)
Linfeng Zhang, Muzhou Yu, Tong Chen, Zuoqiang Shi, Chenglong Bao, Kaisheng Ma
Auxiliary Training: Towards Accurate and Robust Models. CVPR (2020)
Zonghan Yang, Yang Liu, Chenglong Bao, Zuoqiang Shi
Interpolation between Residual and Non-Residual Networks. CoRR (2020)
Guozhi Dong, Hailong Guo, Zuoqiang Shi
Discontinuous Galerkin methods for the Laplace-Beltrami operator on point cloud. CoRR (2020)
Zonghan Yang, Yang Liu, Chenglong Bao, Zuoqiang Shi
Interpolation between Residual and Non-Residual Networks. ICML (2020)
Bao Wang, Binjie Yuan, Zuoqiang Shi, Stanley J. Osher
EnResNet: ResNets Ensemble via the Feynman-Kac Formalism for Adversarial Defense and Beyond. SIAM J. Math. Data Sci. 2 (3) (2020)
Linfeng Zhang, Yukang Shi, Zuoqiang Shi, Kaisheng Ma, Chenglong Bao
Task-Oriented Feature Distillation. NeurIPS (2020)
Wenjia Lu, Zuoqiang Shi, Jian Sun, Bin Wang
Surface Reconstruction Based on the Modified Gauss Formula. ACM Trans. Graph. 38 (1) (2019)
Bao Wang, Zuoqiang Shi, Stanley J. Osher
ResNets Ensemble via the Feynman-Kac Formalism to Improve Natural and Robust Accuracies. NeurIPS (2019)
Bin Dong, Haocheng Ju, Yiping Lu, Zuoqiang Shi
CURE: Curvature Regularization For Missing Data Recovery. CoRR (2019)
Long Chen, Miaoyan Wang, Xu Zhang, Michael Zhang, Yucheng Hu, Zuoqiang Shi, Peng Xi, Juntao Gao
Group-Sparsity-Based Super-Resolution Dipole Orientation Mapping. IEEE Trans. Medical Imaging 38 (11) (2019)
Haohan Li, Zuoqiang Shi, Xiaoping Wang
Weighted Nonlocal Total Variation in Image Processing. CoRR (2018)
Bao Wang, Alex Tong Lin, Zuoqiang Shi, Wei Zhu, Penghang Yin, Andrea L. Bertozzi, Stanley J. Osher
Adversarial Defense via Data Dependent Activation Function and Total Variation Minimization. CoRR (2018)
Zuoqiang Shi, Stanley J. Osher, Wei Zhu
Generalization of the Weighted Nonlocal Laplacian in Low Dimensional Manifold Model. J. Sci. Comput. 75 (2) (2018)
Zuoqiang Shi, Jian Sun, Minghao Tian
Harmonic Extension on The Point Cloud. Multiscale Model. Simul. 16 (1) (2018)
Bao Wang, Binjie Yuan, Zuoqiang Shi, Stanley J. Osher
EnResNet: ResNet Ensemble via the Feynman-Kac Formalism. CoRR (2018)
Wei Zhu, Zuoqiang Shi, Stanley J. Osher
Scalable Low Dimensional Manifold Model In The Reconstruction Of Noisy And Incomplete Hyperspectral Images. WHISPERS (2018)
Bao Wang, Xiyang Luo, Zhen Li, Wei Zhu, Zuoqiang Shi, Stanley J. Osher
Deep Learning with Data Dependent Implicit Activation Function. CoRR (2018)
Bao Wang, Xiyang Luo, Zhen Li, Wei Zhu, Zuoqiang Shi, Stanley J. Osher
Deep Neural Nets with Interpolating Function as Output Activation. NeurIPS (2018)
Stanley J. Osher, Zuoqiang Shi, Wei Zhu
Low Dimensional Manifold Model for Image Processing. SIAM J. Imaging Sci. 10 (4) (2017)
Zhen Li, Zuoqiang Shi
Notes: A Continuous Model of Neural Networks. Part I: Residual Networks. CoRR (2017)
Thomas Y. Hou, Zuoqiang Shi
Sparse Time-Frequency Decomposition for Multiple Signals with Same Frequencies. Adv. Data Sci. Adapt. Anal. 9 (4) (2017)
Zhen Li, Zuoqiang Shi
Deep Residual Learning and PDEs on Manifold. CoRR (2017)
Zuoqiang Shi, Stanley J. Osher, Wei Zhu
Weighted Nonlocal Laplacian on Interpolation from Sparse Data. J. Sci. Comput. 73 (2-3) (2017)
Da Kuang, Zuoqiang Shi, Stanley J. Osher, Andrea L. Bertozzi
A Harmonic Extension Approach for Collaborative Ranking. CoRR (2016)
Zhen Li, Zuoqiang Shi
A Convergent Point Integral Method for Isotropic Elliptic Equations on a Point Cloud. Multiscale Model. Simul. 14 (2) (2016)
Zuoqiang Shi, Wei Zhu, Stanley J. Osher
Low dimensional manifold model in hyperspectral image reconstruction. CoRR (2016)
Zuoqiang Shi, Jian Sun, Minghao Tian
Harmonic Extension. CoRR (2015)
Thomas Y. Hou, Zuoqiang Shi
Sparse Time-Frequency decomposition for multiple signals with same frequencies. CoRR (2015)
Thomas Y. Hou, Zuoqiang Shi
Extracting a shape function for a signal with intra-wave frequency modulation. CoRR (2015)
Chunguang Liu, Zuoqiang Shi, Thomas Y. Hou
On the Uniqueness of Sparse Time-Frequency Representation of Multiscale Data. Multiscale Model. Simul. 13 (3) (2015)
Chunguang Liu, Thomas Y. Hou, Zuoqiang Shi
On the Uniqueness of Sparse Time-Frequency Representation of Multiscale Data. CoRR (2015)
Zuoqiang Shi
Convergence of Laplacian spectra from random samples. CoRR (2015)
Peyman Tavallali, Thomas Y. Hou, Zuoqiang Shi
Extraction of Intrawave Signals Using the Sparse Time-Frequency Representation Method. Multiscale Model. Simul. 12 (4) (2014)
Thomas Y. Hou, Zuoqiang Shi
Sparse Time-Frequency decomposition by adaptive basis pursuit. CoRR (2013)
Thomas Y. Hou, Zuoqiang Shi, Peyman Tavallali
Convergence of a data-driven time-frequency analysis method CoRR (2013)
Thomas Y. Hou, Zuoqiang Shi, Peyman Tavallali
Sparse Time Frequency Representations and Dynamical Systems. CoRR (2013)
Thomas Y. Hou, Zuoqiang Shi
Adaptive Data Analysis via Sparse Time-Frequency Representation. Adv. Data Sci. Adapt. Anal. 3 (1-2) (2011)
Thomas Y. Hou, Zuoqiang Shi
An efficient semi-implicit immersed boundary method for the Navier-Stokes equations. J. Comput. Phys. 227 (20) (2008)
Thomas Y. Hou, Zuoqiang Shi
Removing the Stiffness of Elastic Force from the Immersed Boundary Method for the 2D Stokes Equations CoRR (2008)
Thomas Y. Hou, Zuoqiang Shi
Removing the stiffness of elastic force from the immersed boundary method for the 2D Stokes equations. J. Comput. Phys. 227 (21) (2008)