Yuesheng Xu

ORCID

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 46

Top Venues

CoRR

J. Sci. Comput.

J. Comput. Appl. Math.

IEEE Trans. Medical Imaging

Publications

Yue Sun, Chao Chen, Yuesheng Xu, Sihong Xie, Rick S. Blum, Parv Venkitasubramaniam
Incorporating Domain Differential Equations into Graph Convolutional Networks to Lower Generalization Discrepancy. CoRR (2024)
Yuesheng Xu, Haizhang Zhang
Convergence of deep ReLU networks. Neurocomputing 571 (2024)
Rui Wang, Yuesheng Xu, Mingsong Yan
Hypothesis Spaces for Deep Learning. CoRR (2024)
Jie Jiang, Yuesheng Xu
Deep Neural Network Solutions for Oscillatory Fredholm Integral Equations. CoRR (2024)
Raymond Cheng, Rui Wang, Yuesheng Xu
A duality approach to regularized learning problems in Banach spaces. J. Complex. 81 (2024)
Ronglong Fang, Yuesheng Xu, Mingsong Yan
Sparse Regularization Problem. J. Sci. Comput. 100 (2) (2024)
Yuesheng Xu, Taishan Zeng
Multi-Grade Deep Learning for Partial Differential Equations with Applications to the Burgers Equation. CoRR (2023)
Yuesheng Xu, Haizhang Zhang
Uniform Convergence of Deep Neural Networks with Lipschitz Continuous Activation Functions and Variable Widths. CoRR (2023)
Weifeng Qiu, Jin Ren, Ke Shi, Yuesheng Xu
A Non-gradient DG method for second-order Elliptic Equations in the Non-divergence Form. CoRR (2023)
Raymond Cheng, Rui Wang, Yuesheng Xu
A Duality Approach to Regularized Learning Problems in Banach Spaces. CoRR (2023)
Yuesheng Xu
Multi-Grade Deep Learning. CoRR (2023)
Rui Wang, Yuesheng Xu, Mingsong Yan
Sparse Representer Theorems for Learning in Reproducing Kernel Banach Spaces. CoRR (2023)
Yuesheng Xu
Successive Affine Learning for Deep Neural Networks. CoRR (2023)
Qianru Liu, Rui Wang, Yuesheng Xu, Mingsong Yan
Norm. CoRR (2022)
Yuesheng Xu, Haizhang Zhang
Convergence of deep convolutional neural networks. Neural Networks 153 (2022)
Weifeng Liu, Ying Jiang, Yuesheng Xu
A Super Fast Algorithm for Estimating Sample Entropy. Entropy 24 (4) (2022)
Jianfeng Guo, Charles Ross Schmidtlein, Andrzej Król, Si Li, Yizun Lin, Sangtae Ahn, Charles W. Stearns, Yuesheng Xu
A Fast Convergent Ordered-Subsets Algorithm With Subiteration-Dependent Preconditioners for PET Image Reconstruction. IEEE Trans. Medical Imaging 41 (11) (2022)
Yuesheng Xu, Taishan Zeng
Sparse Deep Neural Network for Nonlinear Partial Differential Equations. CoRR (2022)
Wentao Huang, Yuesheng Xu, Haizhang Zhang
Convergence of Deep Neural Networks with General Activation Functions and Pooling. CoRR (2022)
Tingting Wu, Yuesheng Xu
Inverting Incomplete Fourier Transforms by a Sparse Regularization Model and Applications in Seismic Wavefield Modeling. J. Sci. Comput. 92 (2) (2022)
Tingting Wu, Yuesheng Xu
Inverting Incomplete Fourier Transforms by a Sparse Regularization Model and Applications in Seismic Wavefield Modeling. CoRR (2022)
Gongfa Jiang, Jun Wei, Yuesheng Xu, Zilong He, Hui Zeng, Jiefang Wu, Genggeng Qin, Weiguo Chen, Yao Lu
Synthesis of Mammogram From Digital Breast Tomosynthesis Using Deep Convolutional Neural Network With Gradient Guided cGANs. IEEE Trans. Medical Imaging 40 (8) (2021)
Charles Ross Schmidtlein, Matthew Maroun, Andrzej Król, Howard C. Gifford, Lisa Bodei, Joseph O'Donoghue, Ida Häggström, Yuesheng Xu, Si Li
A deblurring/denoising corrected scintigraphic planar image reconstruction model for targeted alpha therapy. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2021)
Rui Wang, Yuesheng Xu
Regularization in a functional reproducing kernel Hilbert space. J. Complex. 66 (2021)
Yuesheng Xu, Haizhang Zhang
Convergence of Deep Convolutional Neural Networks. CoRR (2021)
Waixiang Cao, Junping Wang, Yuesheng Xu
-weak Galerkin method for second order elliptic equations in non-divergence form. CoRR (2021)
Tingting Wu, Lixin Shen, Yuesheng Xu
Fixed-point proximity algorithms solving an incomplete Fourier transform model for seismic wavefield modeling. J. Comput. Appl. Math. 385 (2021)
Kai Burkholder, Kenny Kwock, Yuesheng Xu, Jiaxin Liu, Chao Chen, Sihong Xie
Certification and Trade-off of Multiple Fairness Criteria in Graph-based Spam Detection. CIKM (2021)
Yuesheng Xu, Haizhang Zhang
Convergence of Deep ReLU Networks. CoRR (2021)
Rui Wang, Yuesheng Xu
Representer Theorems in Banach Spaces: Minimum Norm Interpolation, Regularized Learning and Semi-Discrete Inverse Problems. J. Mach. Learn. Res. 22 (2021)
Yizun Lin, Yuesheng Xu
Convergence Rate Analysis for Fixed-Point Iterations of Generalized Averaged Nonexpansive Operators. CoRR (2021)
Jianfeng Guo, Charles Ross Schmidtlein, Andrzej Król, Si Li, Yizun Lin, Sangtae Ahn, Charles W. Stearns, Yuesheng Xu
A Fast Convergent Ordered-Subsets Algorithm with Subiteration-Dependent Preconditioners for PET Image Reconstruction. CoRR (2021)
Xiaoxia Liu, Jian Lu, Lixin Shen, Chen Xu, Yuesheng Xu
Multiplicative Noise Removal: Nonlocal Low-Rank Model and Its Proximal Alternating Reweighted Minimization Algorithm. CoRR (2020)
Xiaoxia Liu, Jian Lu, Lixin Shen, Chen Xu, Yuesheng Xu
Multiplicative Noise Removal: Nonlocal Low-Rank Model and Its Proximal Alternating Reweighted Minimization Algorithm. SIAM J. Imaging Sci. 13 (3) (2020)
Yunyun Ma, Yuesheng Xu
Computing Integrals Involved the Gaussian Function with a Small Standard Deviation. J. Sci. Comput. 78 (3) (2019)
Gongfa Jiang, Yao Lu, Jun Wei, Yuesheng Xu
Synthesize Mammogram from Digital Breast Tomosynthesis with Gradient Guided cGANs. MICCAI (6) (2019)
Zheng Li, Guohui Song, Yuesheng Xu
A Two-Step Fixed-Point Proximity Algorithm for a Class of Non-differentiable Optimization Models in Machine Learning. J. Sci. Comput. 81 (2) (2019)
Ida Häggström, Yizun Lin, Si Li, Andrzej Król, Yuesheng Xu, Charles Ross Schmidtlein
Dynamic PET cardiac and parametric image reconstruction: a fixed-point proximity gradient approach using patch-based DCT and tensor SVD regularization. CoRR (2019)
Ying Jiang, Si Li, Yuesheng Xu
A Higher-Order Polynomial Method for SPECT Reconstruction. IEEE Trans. Medical Imaging 38 (5) (2019)
Yizun Lin, Charles Ross Schmidtlein, Qia Li, Si Li, Yuesheng Xu
A Krasnoselskii-Mann Algorithm With an Improved EM Preconditioner for PET Image Reconstruction. IEEE Trans. Medical Imaging 38 (9) (2019)
Ying Jiang, Bo Wang, Yuesheng Xu
A Fully Discrete Fast Fourier-Galerkin Method Solving a Boundary Integral Equation for the Biharmonic Equation. J. Sci. Comput. 76 (3) (2018)
Yunyun Ma, Yuesheng Xu
Computing highly oscillatory integrals. Math. Comput. 87 (309) (2018)
Qia Li, Yuesheng Xu, Na Zhang
Two-Step Fixed-Point Proximity Algorithms for Multi-block Separable Convex Problems. J. Sci. Comput. 70 (3) (2017)
Yanzhao Cao, Ying Jiang, Yuesheng Xu
A fast discrete spectral method for stochastic partial differential equations. Adv. Comput. Math. 43 (5) (2017)
Weicai Ye, Ying Chen, Yongdong Zhang, Yuesheng Xu
H-BLAST: a fast protein sequence alignment toolkit on heterogeneous computers with GPUs. Bioinform. 33 (8) (2017)
Feishe Chen, Lixin Shen, Bruce W. Suter, Yuesheng Xu
Minimizing Compositions of Functions Using Proximity Algorithms with Application in Image Deblurring. Frontiers Appl. Math. Stat. 2 (2016)
Zhongying Chen, Yuesheng Xu, Yuanyuan Zhang
A construction of higher-order finite volume methods. Math. Comput. 84 (292) (2015)
Qia Li, Lixin Shen, Yuesheng Xu, Na Zhang
Multi-step fixed-point proximity algorithms for solving a class of optimization problems arising from image processing. Adv. Comput. Math. 41 (2) (2015)
Feishe Chen, Lixin Shen, Bruce W. Suter, Yuesheng Xu
minimization problems in compressive sampling. EURASIP J. Adv. Signal Process. 2015 (2015)
Feishe Chen, Lixin Shen, Bruce Wilsey Suter, Yuesheng Xu
Nesterov's algorithm solving dual formulation for compressed sensing. J. Comput. Appl. Math. 260 (2014)
Yanzhao Cao, Ying Jiang, Yuesheng Xu
Orthogonal polynomial expansions on sparse grids. J. Complex. 30 (6) (2014)
Zhongying Chen, Yuesheng Xu, Yuanyuan Zhang
Higher-order finite volume methods II: Inf-sup condition and uniform local ellipticity. J. Comput. Appl. Math. 265 (2014)
Ying Jiang, Bo Wang, Yuesheng Xu
A Fast Fourier-Galerkin Method Solving a Boundary Integral Equation for the Biharmonic Equation. SIAM J. Numer. Anal. 52 (5) (2014)
Feishe Chen, Lixin Shen, Bruce Wilsey Suter, Yuesheng Xu
Reprint of "Nesterov's algorithm solving dual formulation for compressed sensing". J. Comput. Appl. Math. 265 (2014)
Ying Jiang, Yuesheng Xu
Fast computation of the multidimensional discrete Fourier transform and discrete backward Fourier transform on sparse grids. Math. Comput. 83 (289) (2014)
Jianqiang Liu, Charles A. Micchelli, Rui Wang, Yuesheng Xu
Finite rank kernels for multi-task learning. Adv. Comput. Math. 38 (2) (2013)
Xiangling Chen, Rui Wang, Yuesheng Xu
Fast Fourier-Galerkin Methods for Nonlinear Boundary Integral Equations. J. Sci. Comput. 56 (3) (2013)
Charles A. Micchelli, Lixin Shen, Yuesheng Xu, Xueying Zeng
Proximity algorithms for the L1/TV image denoising model. Adv. Comput. Math. 38 (2) (2013)
Charles A. Micchelli, Yuesheng Xu, Bo Yu
On computing with the Hilbert spline transform. Adv. Comput. Math. 38 (3) (2013)
Yuesheng Xu, Hongqi Yang
Preface. Adv. Comput. Math. 36 (2) (2012)
Zhongying Chen, Junfeng Wu, Yuesheng Xu
Higher-order finite volume methods for elliptic boundary value problems. Adv. Comput. Math. 37 (2) (2012)
Yonghai Li, Shi Shu, Yuesheng Xu, Qingsong Zou
Multilevel preconditioning for the finite volume method. Math. Comput. 81 (279) (2012)
Haizhang Zhang, Yuesheng Xu, Qinghui Zhang
Refinement of Operator-valued Reproducing Kernels. J. Mach. Learn. Res. 13 (2012)
Ying Jiang, Chung-Kang Peng, Yuesheng Xu
Hierarchical entropy analysis for biological signals. J. Comput. Appl. Math. 236 (5) (2011)
Andreas Argyriou, Charles A. Micchelli, Massimiliano Pontil, Lixin Shen, Yuesheng Xu
Efficient First Order Methods for Linear Composite Regularizers CoRR (2011)
Ying Jiang, Dong Mao, Yuesheng Xu
A Fast Algorithm for Computing Sample Entropy. Adv. Data Sci. Adapt. Anal. 3 (1-2) (2011)
Ying Jiang, Yuesheng Xu
B-spline quasi-interpolation on sparse grids. J. Complex. 27 (5) (2011)
Yuesheng Xu, Haizhang Zhang, Qinghui Zhang
Refinement of Operator-valued Reproducing Kernels CoRR (2011)
Xiangling Chen, Zhongying Chen, Bin Wu, Yuesheng Xu
Fast Multilevel Augmentation Methods for Nonlinear Boundary Integral Equations. SIAM J. Numer. Anal. 49 (6) (2011)
Ying Jiang, Yuesheng Xu
Fast discrete algorithms for sparse Fourier expansions of high dimensional functions. J. Complex. 26 (1) (2010)
Guohui Song, Yuesheng Xu
Approximation of high-dimensional kernel matrices by multilevel circulant matrices. J. Complex. 26 (4) (2010)
Tao Qian, Rui Wang, Yuesheng Xu, Haizhang Zhang
Orthonormal bases with nonlinear phases. Adv. Comput. Math. 33 (1) (2010)
Ying Jiang, Yuesheng Xu
Fast Fourier-Galerkin methods for solving singular boundary integral equations: Numerical integration and precondition. J. Comput. Appl. Math. 234 (9) (2010)
Lixin Shen, Yuesheng Xu
Preface. Adv. Comput. Math. 31 (1-3) (2009)
Yuesheng Xu, Haizhang Zhang
Recent Mathematical Developments on Empirical Mode Decomposition. Adv. Data Sci. Adapt. Anal. 1 (4) (2009)
Charles A. Micchelli, Yuesheng Xu, Haizhang Zhang
Optimal learning of bandlimited functions from localized sampling. J. Complex. 25 (2) (2009)
Yanzhao Cao, Bin Wu, Yuesheng Xu
A Fast Collocation Method for Solving Stochastic Integral Equations. SIAM J. Numer. Anal. 47 (5) (2009)
Marty Brenner, Ying Jiang, Yuesheng Xu
Multiparameter regularization for Volterra kernel identification via multiscale collocation methods. Adv. Comput. Math. 31 (4) (2009)
Zhongying Chen, Bin Wu, Yuesheng Xu
Fast Multilevel Augmentation Methods for Solving Hammerstein Equations. SIAM J. Numer. Anal. 47 (3) (2009)
Haizhang Zhang, Yuesheng Xu, Jun Zhang
Reproducing kernel Banach spaces for machine learning. IJCNN (2009)
Haizhang Zhang, Yuesheng Xu, Jun Zhang
Reproducing Kernel Banach Spaces for Machine Learning. J. Mach. Learn. Res. 10 (2009)
Yuesheng Xu, Haizhang Zhang
Refinement of Reproducing Kernels. J. Mach. Learn. Res. 10 (2009)
Rui Wang, Yuesheng Xu, Haizhang Zhang
Fast Nonlinear Fourier Expansions. Adv. Data Sci. Adapt. Anal. 1 (3) (2009)
Zhongying Chen, Gnaneshwar Nelakanti, Yuesheng Xu, Yongdong Zhang
A Fast Collocation Method for Eigen-Problems of Weakly Singular Integral Operators. J. Sci. Comput. 41 (2) (2009)
Mike Heroux, Zhaofang Wen, Junfeng Wu, Yuesheng Xu
Initial Experiences with the BEC Parallel Programming Environment. ISPDC (2008)
Haotao Cai, Yuesheng Xu
A Fast Fourier-Galerkin Method for Solving Singular Boundary Integral Equations. SIAM J. Numer. Anal. 46 (4) (2008)
Charles A. Micchelli, Yuesheng Xu, Haizhang Zhang
On translation invariant operators which preserve the B-spline recurrence. Adv. Comput. Math. 28 (2) (2008)
Yao Lu, Lixin Shen, Yuesheng Xu
Multi-Parameter Regularization Methods for High-Resolution Image Reconstruction With Displacement Errors. IEEE Trans. Circuits Syst. I Regul. Pap. (8) (2007)
Qiuhui Chen, Charles A. Micchelli, Yuesheng Xu
On the matrix completion problem for multivariate filter bank construction. Adv. Comput. Math. 26 (1-3) (2007)
Yuesheng Xu, Haizhang Zhang
Refinable Kernels. J. Mach. Learn. Res. 8 (2007)
Zhongying Chen, Bin Wu, Yuesheng Xu
Multilevel augmentation methods for differential equations. Adv. Comput. Math. 24 (1-4) (2006)
Qiuhui Chen, Norden E. Huang, Sherman D. Riemenschneider, Yuesheng Xu
A B-spline approach for empirical mode decompositions. Adv. Comput. Math. 24 (1-4) (2006)
Reinhold Schneider, Yuesheng Xu, Aihui Zhou
An analysis of discontinuous Galerkin methods for elliptic problems. Adv. Comput. Math. 25 (1-3) (2006)
Charles A. Micchelli, Yuesheng Xu, Haizhang Zhang
Universal Kernels. J. Mach. Learn. Res. 7 (2006)
Song-Tao Liu, Yuesheng Xu
Galerkin Methods Based on Hermite Splines for Singular Perturbation Problems. SIAM J. Numer. Anal. 43 (6) (2006)
Wei Wu, Guorui Feng, Zhengxue Li, Yuesheng Xu
Deterministic convergence of an online gradient method for BP neural networks. IEEE Trans. Neural Networks 16 (3) (2005)
Weifu Fang, Yi Wang, Yuesheng Xu
An Implementation of Fast Wavelet Galerkin Methods for Integral Equations of the Second Kind. J. Sci. Comput. 20 (2) (2004)
Wei Wu, Zhengxue Li, Guorui Feng, Naimin Zhang, Dong Nan, Zhiqiong Shao, Jie Yang, Liqing Zhang, Yuesheng Xu
Recent Developments on Convergence of Online Gradient Methods for Neural Network Training. ISNN (1) (2004)
Yuesheng Xu, Han-lin Chen, Qingsong Zou
Limit Values of Derivatives of the Cauchy Integrals and Computation of the Logarithmic Potentials. Computing 73 (4) (2004)
Qiuhui Chen, Yuesheng Xu
The Cascade Algorithm for the Numerical Computation of Refinable Functions. Adv. Comput. Math. 20 (1-3) (2004)

Yuesheng Xu.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Yuesheng Xu