Yuesheng Xu

According to our database, Yuesheng Xu authored at least 106 papers between 1995 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Uniform Convergence of Deep Neural Networks With Lipschitz Continuous Activation Functions and Variable Widths.

Yuesheng Xu, Haizhang Zhang

IEEE Trans. Inf. Theory, October, 2024

Inexact Fixed-Point Proximity Algorithm for the ℓ ₀ Sparse Regularization Problem.

Ronglong Fang, Yuesheng Xu, Mingsong Yan

J. Sci. Comput., August, 2024

A duality approach to regularized learning problems in Banach spaces.

Raymond Cheng, Rui Wang, Yuesheng Xu

J. Complex., April, 2024

Convergence of deep ReLU networks.

Yuesheng Xu, Haizhang Zhang

Neurocomputing, February, 2024

Sparse Representer Theorems for Learning in Reproducing Kernel Banach Spaces.

Rui Wang, Yuesheng Xu, Mingsong Yan

J. Mach. Learn. Res., 2024

A Dynamic Weighting Strategy to Mitigate Worker Node Failure in Distributed Deep Learning.

Yuesheng Xu, Arielle Carr

CoRR, 2024

Sparse Deep Learning Models with the ℓ₁ Regularization.

Lixin Shen, Rui Wang, Yuesheng Xu, Mingsong Yan

CoRR, 2024

Incorporating Domain Differential Equations into Graph Convolutional Networks to Lower Generalization Discrepancy.

Yue Sun, Chao Chen, Yuesheng Xu, Sihong Xie, Rick S. Blum, Parv Venkitasubramaniam

CoRR, 2024

Hypothesis Spaces for Deep Learning.

Rui Wang, Yuesheng Xu, Mingsong Yan

CoRR, 2024

Deep Neural Network Solutions for Oscillatory Fredholm Integral Equations.

Jie Jiang, Yuesheng Xu

CoRR, 2024

2023

Multi-Grade Deep Learning for Partial Differential Equations with Applications to the Burgers Equation.

Yuesheng Xu, Taishan Zeng

CoRR, 2023

Successive Affine Learning for Deep Neural Networks.

Yuesheng Xu

CoRR, 2023

A Non-gradient DG method for second-order Elliptic Equations in the Non-divergence Form.

Weifeng Qiu, Jin Ren, Ke Shi, Yuesheng Xu

CoRR, 2023

Multi-Grade Deep Learning.

Yuesheng Xu

CoRR, 2023

2022

A Fast Convergent Ordered-Subsets Algorithm With Subiteration-Dependent Preconditioners for PET Image Reconstruction.

Jianfeng Guo, Charles Ross Schmidtlein, Andrzej Król, Si Li, Yizun Lin, Sangtae Ahn, Charles W. Stearns, Yuesheng Xu

IEEE Trans. Medical Imaging, 2022

Convergence of deep convolutional neural networks.

Yuesheng Xu, Haizhang Zhang

Neural Networks, 2022

Inverting Incomplete Fourier Transforms by a Sparse Regularization Model and Applications in Seismic Wavefield Modeling.

Tingting Wu, Yuesheng Xu

J. Sci. Comput., 2022

A Super Fast Algorithm for Estimating Sample Entropy.

Weifeng Liu, Ying Jiang, Yuesheng Xu

Entropy, 2022

Sparse Deep Neural Network for Nonlinear Partial Differential Equations.

Yuesheng Xu, Taishan Zeng

CoRR, 2022

Parameter Choices for Sparse Regularization with the 𝓁₁ Norm.

Qianru Liu, Rui Wang, Yuesheng Xu, Mingsong Yan

CoRR, 2022

2021

Synthesis of Mammogram From Digital Breast Tomosynthesis Using Deep Convolutional Neural Network With Gradient Guided cGANs.

Gongfa Jiang, Jun Wei, Yuesheng Xu, Zilong He, Hui Zeng, Jiefang Wu, Genggeng Qin, Weiguo Chen, Yao Lu

IEEE Trans. Medical Imaging, 2021

Representer Theorems in Banach Spaces: Minimum Norm Interpolation, Regularized Learning and Semi-Discrete Inverse Problems.

Rui Wang, Yuesheng Xu

J. Mach. Learn. Res., 2021

Fixed-point proximity algorithms solving an incomplete Fourier transform model for seismic wavefield modeling.

Tingting Wu, Lixin Shen, Yuesheng Xu

J. Comput. Appl. Math., 2021

Regularization in a functional reproducing kernel Hilbert space.

Rui Wang, Yuesheng Xu

J. Complex., 2021

Convergence Rate Analysis for Fixed-Point Iterations of Generalized Averaged Nonexpansive Operators.

Yizun Lin, Yuesheng Xu

CoRR, 2021

An L^p-weak Galerkin method for second order elliptic equations in non-divergence form.

Waixiang Cao, Junping Wang, Yuesheng Xu

CoRR, 2021

A deblurring/denoising corrected scintigraphic planar image reconstruction model for targeted alpha therapy.

Charles Ross Schmidtlein, Matthew Maroun, Andrzej Król, Howard C. Gifford, Lisa Bodei, Joseph O'Donoghue, Ida Häggström, Yuesheng Xu, Si Li

Proceedings of the Medical Imaging 2021: Biomedical Applications in Molecular, 2021

Certification and Trade-off of Multiple Fairness Criteria in Graph-based Spam Detection.

Kai Burkholder, Kenny Kwock, Yuesheng Xu, Jiaxin Liu, Chao Chen, Sihong Xie

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

Multiplicative Noise Removal: Nonlocal Low-Rank Model and Its Proximal Alternating Reweighted Minimization Algorithm.

Xiaoxia Liu, Jian Lu, Lixin Shen, Chen Xu, Yuesheng Xu

SIAM J. Imaging Sci., 2020

2019

A Krasnoselskii-Mann Algorithm With an Improved EM Preconditioner for PET Image Reconstruction.

Yizun Lin, Charles Ross Schmidtlein, Qia Li, Si Li, Yuesheng Xu

IEEE Trans. Medical Imaging, 2019

A Higher-Order Polynomial Method for SPECT Reconstruction.

Ying Jiang, Si Li, Yuesheng Xu

IEEE Trans. Medical Imaging, 2019

Computing Integrals Involved the Gaussian Function with a Small Standard Deviation.

Yunyun Ma, Yuesheng Xu

J. Sci. Comput., 2019

A Two-Step Fixed-Point Proximity Algorithm for a Class of Non-differentiable Optimization Models in Machine Learning.

Zheng Li, Guohui Song, Yuesheng Xu

J. Sci. Comput., 2019

Dynamic PET cardiac and parametric image reconstruction: a fixed-point proximity gradient approach using patch-based DCT and tensor SVD regularization.

Ida Häggström, Yizun Lin, Si Li, Andrzej Król, Yuesheng Xu, Charles Ross Schmidtlein

CoRR, 2019

Synthesize Mammogram from Digital Breast Tomosynthesis with Gradient Guided cGANs.

Gongfa Jiang, Yao Lu, Jun Wei, Yuesheng Xu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

2018

Computing highly oscillatory integrals.

Yunyun Ma, Yuesheng Xu

Math. Comput., 2018

A Fully Discrete Fast Fourier-Galerkin Method Solving a Boundary Integral Equation for the Biharmonic Equation.

Ying Jiang, Bo Wang, Yuesheng Xu

J. Sci. Comput., 2018

2017

Two-Step Fixed-Point Proximity Algorithms for Multi-block Separable Convex Problems.

Qia Li, Yuesheng Xu, Na Zhang

J. Sci. Comput., 2017

H-BLAST: a fast protein sequence alignment toolkit on heterogeneous computers with GPUs.

Weicai Ye, Ying Chen, Yongdong Zhang, Yuesheng Xu

Bioinform., 2017

A fast discrete spectral method for stochastic partial differential equations.

Yanzhao Cao, Ying Jiang, Yuesheng Xu

Adv. Comput. Math., 2017

2016

Minimizing Compositions of Functions Using Proximity Algorithms with Application in Image Deblurring.

Feishe Chen, Lixin Shen, Bruce W. Suter, Yuesheng Xu

Frontiers Appl. Math. Stat., 2016

2015

A construction of higher-order finite volume methods.

Zhongying Chen, Yuesheng Xu, Yuanyuan Zhang

Math. Comput., 2015

A fast and accurate algorithm for ℓ ₁ minimization problems in compressive sampling.

Feishe Chen, Lixin Shen, Bruce W. Suter, Yuesheng Xu

EURASIP J. Adv. Signal Process., 2015

Multi-step fixed-point proximity algorithms for solving a class of optimization problems arising from image processing.

Qia Li, Lixin Shen, Yuesheng Xu, Na Zhang

Adv. Comput. Math., 2015

2014

A Fast Fourier-Galerkin Method Solving a Boundary Integral Equation for the Biharmonic Equation.

Ying Jiang, Bo Wang, Yuesheng Xu

SIAM J. Numer. Anal., 2014

Fast computation of the multidimensional discrete Fourier transform and discrete backward Fourier transform on sparse grids.

Ying Jiang, Yuesheng Xu

Math. Comput., 2014

Higher-order finite volume methods II: Inf-sup condition and uniform local ellipticity.

Zhongying Chen, Yuesheng Xu, Yuanyuan Zhang

J. Comput. Appl. Math., 2014

Reprint of "Nesterov's algorithm solving dual formulation for compressed sensing".

Feishe Chen, Lixin Shen, Bruce Wilsey Suter, Yuesheng Xu

J. Comput. Appl. Math., 2014

Nesterov's algorithm solving dual formulation for compressed sensing.

Feishe Chen, Lixin Shen, Bruce Wilsey Suter, Yuesheng Xu

J. Comput. Appl. Math., 2014

Orthogonal polynomial expansions on sparse grids.

Yanzhao Cao, Ying Jiang, Yuesheng Xu

J. Complex., 2014

2013

Fast Fourier-Galerkin Methods for Nonlinear Boundary Integral Equations.

Xiangling Chen, Rui Wang, Yuesheng Xu

J. Sci. Comput., 2013

On computing with the Hilbert spline transform.

Charles A. Micchelli, Yuesheng Xu, Bo Yu

Adv. Comput. Math., 2013

Proximity algorithms for the L1/TV image denoising model.

Charles A. Micchelli, Lixin Shen, Yuesheng Xu, Xueying Zeng

Adv. Comput. Math., 2013

Finite rank kernels for multi-task learning.

Jianqiang Liu, Charles A. Micchelli, Rui Wang, Yuesheng Xu

Adv. Comput. Math., 2013

2012

Multilevel preconditioning for the finite volume method.

Yonghai Li, Shi Shu, Yuesheng Xu, Qingsong Zou

Math. Comput., 2012

Refinement of Operator-valued Reproducing Kernels.

Haizhang Zhang, Yuesheng Xu, Qinghui Zhang

J. Mach. Learn. Res., 2012

Preface.

Yuesheng Xu, Hongqi Yang

Adv. Comput. Math., 2012

Higher-order finite volume methods for elliptic boundary value problems.

Zhongying Chen, Junfeng Wu, Yuesheng Xu

Adv. Comput. Math., 2012

2011

Fast Multilevel Augmentation Methods for Nonlinear Boundary Integral Equations.

Xiangling Chen, Zhongying Chen, Bin Wu, Yuesheng Xu

SIAM J. Numer. Anal., 2011

Hierarchical entropy analysis for biological signals.

Ying Jiang, Chung-Kang Peng, Yuesheng Xu

J. Comput. Appl. Math., 2011

B-spline quasi-interpolation on sparse grids.

Ying Jiang, Yuesheng Xu

J. Complex., 2011

Efficient First Order Methods for Linear Composite Regularizers

Andreas Argyriou, Charles A. Micchelli, Massimiliano Pontil, Lixin Shen, Yuesheng Xu

CoRR, 2011

A Fast Algorithm for Computing Sample Entropy.

Ying Jiang, Dong Mao, Yuesheng Xu

Adv. Data Sci. Adapt. Anal., 2011

2010

Fast Fourier-Galerkin methods for solving singular boundary integral equations: Numerical integration and precondition.

Ying Jiang, Yuesheng Xu

J. Comput. Appl. Math., 2010

Approximation of high-dimensional kernel matrices by multilevel circulant matrices.

Guohui Song, Yuesheng Xu

J. Complex., 2010

Fast discrete algorithms for sparse Fourier expansions of high dimensional functions.

Ying Jiang, Yuesheng Xu

J. Complex., 2010

Orthonormal bases with nonlinear phases.

Tao Qian, Rui Wang, Yuesheng Xu, Haizhang Zhang

Adv. Comput. Math., 2010

2009

Fast Multilevel Augmentation Methods for Solving Hammerstein Equations.

Zhongying Chen, Bin Wu, Yuesheng Xu

SIAM J. Numer. Anal., 2009

A Fast Collocation Method for Solving Stochastic Integral Equations.

Yanzhao Cao, Bin Wu, Yuesheng Xu

SIAM J. Numer. Anal., 2009

A Fast Collocation Method for Eigen-Problems of Weakly Singular Integral Operators.

Zhongying Chen, Gnaneshwar Nelakanti, Yuesheng Xu, Yongdong Zhang

J. Sci. Comput., 2009

Reproducing Kernel Banach Spaces for Machine Learning.

Haizhang Zhang, Yuesheng Xu, Jun Zhang

J. Mach. Learn. Res., 2009

Refinement of Reproducing Kernels.

Yuesheng Xu, Haizhang Zhang

J. Mach. Learn. Res., 2009

Optimal learning of bandlimited functions from localized sampling.

Charles A. Micchelli, Yuesheng Xu, Haizhang Zhang

J. Complex., 2009

Preface.

Lixin Shen, Yuesheng Xu

Adv. Comput. Math., 2009

Multiparameter regularization for Volterra kernel identification via multiscale collocation methods.

Marty Brenner, Ying Jiang, Yuesheng Xu

Adv. Comput. Math., 2009

Recent Mathematical Developments on Empirical Mode Decomposition.

Yuesheng Xu, Haizhang Zhang

Adv. Data Sci. Adapt. Anal., 2009

Fast Nonlinear Fourier Expansions.

Rui Wang, Yuesheng Xu, Haizhang Zhang

Adv. Data Sci. Adapt. Anal., 2009

2008

A Fast Fourier-Galerkin Method for Solving Singular Boundary Integral Equations.

Haotao Cai, Yuesheng Xu

SIAM J. Numer. Anal., 2008

On translation invariant operators which preserve the B-spline recurrence.

Charles A. Micchelli, Yuesheng Xu, Haizhang Zhang

Adv. Comput. Math., 2008

Initial Experiences with the BEC Parallel Programming Environment.

Mike Heroux, Zhaofang Wen, Junfeng Wu, Yuesheng Xu

Proceedings of the 7th International Symposium on Parallel and Distributed Computing (ISPDC 2008), 2008

2007

Multi-Parameter Regularization Methods for High-Resolution Image Reconstruction With Displacement Errors.

Yao Lu, Lixin Shen, Yuesheng Xu

IEEE Trans. Circuits Syst. I Regul. Pap., 2007

Refinable Kernels.

Yuesheng Xu, Haizhang Zhang

J. Mach. Learn. Res., 2007

On the matrix completion problem for multivariate filter bank construction.

Qiuhui Chen, Charles A. Micchelli, Yuesheng Xu

Adv. Comput. Math., 2007

2006

Galerkin Methods Based on Hermite Splines for Singular Perturbation Problems.

Song-Tao Liu, Yuesheng Xu

SIAM J. Numer. Anal., 2006

Universal Kernels.

Charles A. Micchelli, Yuesheng Xu, Haizhang Zhang

J. Mach. Learn. Res., 2006

An analysis of discontinuous Galerkin methods for elliptic problems.

Reinhold Schneider, Yuesheng Xu, Aihui Zhou

Adv. Comput. Math., 2006

Multilevel augmentation methods for differential equations.

Zhongying Chen, Bin Wu, Yuesheng Xu

Adv. Comput. Math., 2006

A B-spline approach for empirical mode decompositions.

Qiuhui Chen, Norden E. Huang, Sherman D. Riemenschneider, Yuesheng Xu

Adv. Comput. Math., 2006

2005

Deterministic convergence of an online gradient method for BP neural networks.

Wei Wu, Guorui Feng, Zhengxue Li, Yuesheng Xu

IEEE Trans. Neural Networks, 2005

2004

An Implementation of Fast Wavelet Galerkin Methods for Integral Equations of the Second Kind.

Weifu Fang, Yi Wang, Yuesheng Xu

J. Sci. Comput., 2004

Limit Values of Derivatives of the Cauchy Integrals and Computation of the Logarithmic Potentials.

Yuesheng Xu, Han-lin Chen, Qingsong Zou

Computing, 2004

The Cascade Algorithm for the Numerical Computation of Refinable Functions.

Qiuhui Chen, Yuesheng Xu

Adv. Comput. Math., 2004

Recent Developments on Convergence of Online Gradient Methods for Neural Network Training.

Wei Wu, Zhengxue Li, Guorui Feng, Naimin Zhang, Dong Nan, Zhiqiong Shao, Jie Yang, Liqing Zhang, Yuesheng Xu

Proceedings of the Advances in Neural Networks, 2004

2003

A Hybrid Collocation Method for Volterra Integral Equations with Weakly Singular Kernels.

Yanzhao Cao, Terry Herdman, Yuesheng Xu

SIAM J. Numer. Anal., 2003

Multivariate Filter Banks Having Matrix Factorizations.

Qiuhui Chen, Charles A. Micchelli, Silong Peng, Yuesheng Xu

SIAM J. Matrix Anal. Appl., 2003

Adaptive Wavelet Methods for Elliptic Operator Equations with Nonlinear Terms.

Yuesheng Xu, Qingsong Zou

Adv. Comput. Math., 2003

2002

Fast Collocation Methods for Second Kind Integral Equations.

Zhongying Chen, Charles A. Micchelli, Yuesheng Xu

SIAM J. Numer. Anal., 2002

Discrete Wavelet Petrov-Galerkin Methods.

Zhongying Chen, Charles A. Micchelli, Yuesheng Xu

Adv. Comput. Math., 2002

2000

Nonlinear functionals of wavelet expansions - adaptive reconstruction and fast evaluation.

Wolfgang Dahmen, Reinhold Schneider, Yuesheng Xu

Numerische Mathematik, 2000

1999

A construction of interpolating wavelets on invariant sets.

Zhongying Chen, Charles A. Micchelli, Yuesheng Xu

Math. Comput., 1999

1997

Reconstruction and Decomposition Algorithms for Biorthogonal Multiwavelets.

Charles A. Micchelli, Yuesheng Xu

Multidimens. Syst. Signal Process., 1997

The Petrov-Galerkin method for second kind integral equations II: multiwavelet schemes.

Zhongying Chen, Charles A. Micchelli, Yuesheng Xu

Adv. Comput. Math., 1997

Distances between oriented curves in geometric modeling.

Przemyslaw Bogacki, Stanley E. Weinstein, Yuesheng Xu

Adv. Comput. Math., 1997

1996

An extrapolation method for a class of boundary integral equations.

Yuesheng Xu, Yunhe Zhao

Math. Comput., 1996

Derivative corrections for quadrature formulas.

William F. Ford, Yuesheng Xu, Yunhe Zhao

Adv. Comput. Math., 1996

1995

Degree reduction of Bézier curves by uniform approximation with endpoint interpolation.

Przemyslaw Bogacki, Stanley E. Weinstein, Yuesheng Xu

Comput. Aided Des., 1995