Zuoqiang Shi

Yebin Liu

ACM Trans. Graph., December, 2024

NSNO: Neumann Series Neural Operator for Solving Helmholtz Equations in Inhomogeneous Medium.

[BibT_eX]

[DOI]

J. Syst. Sci. Complex., April, 2024

Diffusion Mechanism in Residual Neural Network: Theory and Applications.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., February, 2024

Fast Non-Line-of-Sight Imaging With Hybrid Super-Resolution Network Over 18 m.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2024

\({\varGamma }\)-Convergence of Nonlocal Dirichlet Energies with Penalty Formulations of Dirichlet Boundary Data.

[BibT_eX]

[DOI]

Weiye Gan

SIAM J. Math. Anal., 2024

Neumann Series-based Neural Operator for Solving Inverse Medium Problem.

[BibT_eX]

[DOI]

CoRR, 2024

Error analysis of conformal finite element method for nonlocal diffusion model.

[BibT_eX]

[DOI]

CoRR, 2024

On the implementation of linear finite element method for nonlocal diffusion model over 2D domain.

[BibT_eX]

[DOI]

CoRR, 2024

Deep Learning with Data Privacy via Residual Perturbation.

[BibT_eX]

[DOI]

CoRR, 2024

Fast and Scalable Semi-Supervised Learning for Multi-View Subspace Clustering.

[BibT_eX]

[DOI]

CoRR, 2024

Interface Laplace Learning: Learnable Interface Term Helps Semi-Supervised Learning.

[BibT_eX]

[DOI]

Tangjun Wang

Chenglong Bao

CoRR, 2024

Anisotropic Gauss Reconstruction for Unoriented Point Clouds.

[BibT_eX]

[DOI]

CoRR, 2024

Convection-Diffusion Equation: A Theoretically Certified Framework for Neural Networks.

[BibT_eX]

[DOI]

Tangjun Wang

Chenglong Bao

CoRR, 2024

Nonlocal Stokes equation with relaxation on the divergence free equation.

[BibT_eX]

[DOI]

CoRR, 2024

A Second-Order Nonlocal Approximation to Manifold Poisson Models with Neumann Boundary.

[BibT_eX]

[DOI]

CoRR, 2024

Winding Clearness for Differentiable Point Cloud Optimization.

[BibT_eX]

[DOI]

CoRR, 2024

Generalization Error Curves for Analytic Spectral Algorithms under Power-law Decay.

[BibT_eX]

[DOI]

CoRR, 2024

Flipping-based iterative surface reconstruction for unoriented points.

[BibT_eX]

[DOI]

Comput. Aided Geom. Des., 2024

2023

Alternately denoising and reconstructing unoriented point sets.

[BibT_eX]

[DOI]

Dong Xiao

Bin Wang

Comput. Graph., November, 2023

A Scalable Deep Learning Approach for Solving High-Dimensional Dynamic Optimal Transport.

[BibT_eX]

[DOI]

SIAM J. Sci. Comput., August, 2023

Point normal orientation and surface reconstruction by incorporating isovalue constraints to Poisson equation.

[BibT_eX]

[DOI]

Comput. Aided Geom. Des., June, 2023

Surface Reconstruction from Point Clouds without Normals by Parametrizing the Gauss Formula.

[BibT_eX]

[DOI]

ACM Trans. Graph., April, 2023

Efficient numerical simulation of Cahn-Hilliard type models by a dimension splitting method.

[BibT_eX]

[DOI]

Xufeng Xiao

Xinlong Feng

Comput. Math. Appl., April, 2023

Neural Born Series Operator for Biomedical Ultrasound Computed Tomography.

[BibT_eX]

[DOI]

CoRR, 2023

Reconstruction of dynamical systems from data without time labels.

[BibT_eX]

[DOI]

CoRR, 2023

Nonlocal diffusion model with maximum principle.

[BibT_eX]

[DOI]

CoRR, 2023

Addressing preferred orientation in single-particle cryo-EM through AI-generated auxiliary particles.

[BibT_eX]

[DOI]

CoRR, 2023

Γ-convergence of Nonlocal Dirichlet Energies With Penalty Formulations of Dirichlet Boundary Data.

[BibT_eX]

[DOI]

Weiye Gan

CoRR, 2023

Non-Line-of-Sight Imaging with Signal Superresolution Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Few-Shot Non-Line-of-Sight Imaging with Signal-Surface Collaborative Regularization.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Semi-Supervised Clustering via Dynamic Graph Structure Learning.

[BibT_eX]

[DOI]

CoRR, 2022

BI-GreenNet: Learning Green's functions by boundary integral network.

[BibT_eX]

[DOI]

CoRR, 2022

Unsupervised Deep Learning Meets Chan-Vese Model.

[BibT_eX]

[DOI]

CoRR, 2022

A nonlocal Stokes system with volume constraints.

[BibT_eX]

[DOI]

CoRR, 2022

Truncation Error Analysis for an Accurate Nonlocal Manifold Poisson Model with Dirichlet Boundary.

[BibT_eX]

[DOI]

CoRR, 2022

A non-local gradient based approach of infinity Laplacian with Γ-convergence.

[BibT_eX]

[DOI]

CoRR, 2022

Learning modified indicator functions for surface reconstruction.

[BibT_eX]

[DOI]

Comput. Graph., 2022

M2N: Mesh Movement Networks for PDE Solvers.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

MAGIC: Manifold and Graph Integrative Convolutional Network for Low-Dose CT Reconstruction.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2021

Training Deep Neural Networks with Adaptive Momentum Inspired by the Quadratic Optimization.

[BibT_eX]

[DOI]

CoRR, 2021

BINet: Learning to Solve Partial Differential Equations with Boundary Integral Networks.

[BibT_eX]

[DOI]

CoRR, 2021

Diff-ResNets for Few-shot Learning - an ODE Perspective.

[BibT_eX]

[DOI]

CoRR, 2021

A Second-Order Nonlocal Approximation for Surface Poisson Model with Dirichlet Boundary.

[BibT_eX]

[DOI]

CoRR, 2021

An Unsupervised Deep Learning Approach for Real-World Image Denoising.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

EnResNet: ResNets Ensemble via the Feynman-Kac Formalism for Adversarial Defense and Beyond.

[BibT_eX]

[DOI]

SIAM J. Math. Data Sci., 2020

CURE: Curvature Regularization for Missing Data Recovery.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2020

Discontinuous Galerkin methods for the Laplace-Beltrami operator on point cloud.

[BibT_eX]

[DOI]

Guozhi Dong

Hailong Guo

CoRR, 2020

Task-Oriented Feature Distillation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Interpolation between Residual and Non-Residual Networks.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Auxiliary Training: Towards Accurate and Robust Models.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Surface Reconstruction Based on the Modified Gauss Formula.

[BibT_eX]

[DOI]

ACM Trans. Graph., 2019

Group-Sparsity-Based Super-Resolution Dipole Orientation Mapping.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2019

ResNets Ensemble via the Feynman-Kac Formalism to Improve Natural and Robust Accuracies.

[BibT_eX]

[DOI]

Bao Wang

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

Harmonic Extension on The Point Cloud.

[BibT_eX]

[DOI]

Jian Sun

Minghao Tian

Multiscale Model. Simul., 2018

Generalization of the Weighted Nonlocal Laplacian in Low Dimensional Manifold Model.

[BibT_eX]

[DOI]

J. Sci. Comput., 2018

EnResNet: ResNet Ensemble via the Feynman-Kac Formalism.

[BibT_eX]

[DOI]

CoRR, 2018

Adversarial Defense via Data Dependent Activation Function and Total Variation Minimization.

[BibT_eX]

[DOI]

CoRR, 2018

Deep Learning with Data Dependent Implicit Activation Function.

[BibT_eX]

[DOI]

CoRR, 2018

Weighted Nonlocal Total Variation in Image Processing.

[BibT_eX]

[DOI]

Haohan Li

Xiaoping Wang

CoRR, 2018

Scalable Low Dimensional Manifold Model In The Reconstruction Of Noisy And Incomplete Hyperspectral Images.

[BibT_eX]

[DOI]

Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018

Deep Neural Nets with Interpolating Function as Output Activation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

Low Dimensional Manifold Model for Image Processing.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2017

Weighted Nonlocal Laplacian on Interpolation from Sparse Data.

[BibT_eX]

[DOI]

J. Sci. Comput., 2017

Notes: A Continuous Model of Neural Networks. Part I: Residual Networks.

[BibT_eX]

[DOI]

Zhen Li

CoRR, 2017

Deep Residual Learning and PDEs on Manifold.

[BibT_eX]

[DOI]

Zhen Li

CoRR, 2017

Sparse Time-Frequency Decomposition for Multiple Signals with Same Frequencies.

[BibT_eX]

[DOI]

Adv. Data Sci. Adapt. Anal., 2017

2016

A Convergent Point Integral Method for Isotropic Elliptic Equations on a Point Cloud.

[BibT_eX]

[DOI]

Zhen Li

Multiscale Model. Simul., 2016

Low dimensional manifold model in hyperspectral image reconstruction.

[BibT_eX]

[DOI]

CoRR, 2016

A Harmonic Extension Approach for Collaborative Ranking.

[BibT_eX]

[DOI]

CoRR, 2016

2015

On the Uniqueness of Sparse Time-Frequency Representation of Multiscale Data.

[BibT_eX]

[DOI]

Chunguang Liu

Multiscale Model. Simul., 2015

Harmonic Extension.

[BibT_eX]

[DOI]

Jian Sun

Minghao Tian

CoRR, 2015

Convergence of Laplacian spectra from random samples.

[BibT_eX]

[DOI]

CoRR, 2015

Extracting a shape function for a signal with intra-wave frequency modulation.

[BibT_eX]

[DOI]

CoRR, 2015

2014

Extraction of Intrawave Signals Using the Sparse Time-Frequency Representation Method.

[BibT_eX]

[DOI]

Peyman Tavallali

Multiscale Model. Simul., 2014

2013

Convergence of a data-driven time-frequency analysis method

[BibT_eX]

[DOI]

Peyman Tavallali

CoRR, 2013

Sparse Time Frequency Representations and Dynamical Systems.

[BibT_eX]

[DOI]

Peyman Tavallali

CoRR, 2013

Sparse Time-Frequency decomposition by adaptive basis pursuit.

[BibT_eX]

[DOI]

CoRR, 2013

2011

Adaptive Data Analysis via Sparse Time-Frequency Representation.

[BibT_eX]

[DOI]

Adv. Data Sci. Adapt. Anal., 2011

2008

Removing the stiffness of elastic force from the immersed boundary method for the 2D Stokes equations.

[BibT_eX]

[DOI]

J. Comput. Phys., 2008

An efficient semi-implicit immersed boundary method for the Navier-Stokes equations.

[BibT_eX]

[DOI]