Yuesheng Xu - RankMe

128 papers A* 1A 1B 1C 1Journal 120Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Adaptive Multi-Grade Deep Learning for Highly Oscillatory Fredholm Integral Equations of the Second Kind. CoRR Jie Jiang, Yuesheng Xu
2026	J	`jnl`	Adaptive Multi-Grade Deep Learning for Highly Oscillatory Fredholm Integral Equations of the Second Kind. J. Sci. Comput. Jie Jiang, Yuesheng Xu
2026	J	`jnl`	Hypothesis spaces for deep learning. Neural Networks Rui Wang, Yuesheng Xu, Mingsong Yan
2026	J	`jnl`	Multigrade Neural Network Approximation. CoRR Shijun Zhang, Zuowei Shen, Yuesheng Xu
2026	J	`jnl`	Sparsity-Guided Multi-Parameter Selection in ℓ J. Sci. Comput. Qianru Liu, Rui Wang, Yuesheng Xu
2026	J	`jnl`	The Adaptive Solution of High-Frequency Helmholtz Equations via Multi-Grade Deep Learning. CoRR Peiyao Zhao, Rui Wang, Tingting Wu, Yuesheng Xu
2025	J	`jnl`	Computational Advantages of Multi-Grade Deep Learning: Convergence Analysis and Performance Insights. CoRR Ronglong Fang, Yuesheng Xu
2025	J	`jnl`	Online Learning of HTN Methods for integrated LLM-HTN Planning. CoRR Yuesheng Xu, Hector Munoz-Avila
2025	J	`jnl`	Parameter Choices for Sparse Multi-Parameter Regularization with the ℓ CoRR Qianru Liu, Rui Wang, Yuesheng Xu
2024	—	`conf`	A Dynamic Weighting Strategy to Mitigate Worker Node Failure in Distributed Deep Learning. HPEC Yuesheng Xu, Arielle Carr
2024	J	`jnl`	A Dynamic Weighting Strategy to Mitigate Worker Node Failure in Distributed Deep Learning. CoRR Yuesheng Xu, Arielle Carr
2024	J	`jnl`	A duality approach to regularized learning problems in Banach spaces. J. Complex. Raymond Cheng, Rui Wang, Yuesheng Xu
2024	A*	`conf`	Addressing Spectral Bias of Deep Neural Networks by Multi-Grade Deep Learning. NeurIPS Ronglong Fang, Yuesheng Xu
2024	J	`jnl`	Addressing Spectral Bias of Deep Neural Networks by Multi-Grade Deep Learning. CoRR Ronglong Fang, Yuesheng Xu
2024	J	`jnl`	Convergence of deep ReLU networks. Neurocomputing Yuesheng Xu, Haizhang Zhang
2024	J	`jnl`	Deep Neural Network Solutions for Oscillatory Fredholm Integral Equations. CoRR Jie Jiang, Yuesheng Xu
2024	J	`jnl`	Hypothesis Spaces for Deep Learning. CoRR Rui Wang, Yuesheng Xu, Mingsong Yan
2024	J	`jnl`	Incorporating Domain Differential Equations into Graph Convolutional Networks to Lower Generalization Discrepancy. CoRR Yue Sun, Chao Chen, Yuesheng Xu, Sihong Xie, Rick S. Blum, Parv Venkitasubramaniam
2024	J	`jnl`	Inexact Fixed-Point Proximity Algorithm for the ℓ J. Sci. Comput. Ronglong Fang, Yuesheng Xu, Mingsong Yan
2024	J	`jnl`	Sparse Deep Learning Models with the ℓ CoRR Lixin Shen, Rui Wang, Yuesheng Xu, Mingsong Yan
2024	J	`jnl`	Sparse Representer Theorems for Learning in Reproducing Kernel Banach Spaces. J. Mach. Learn. Res. Rui Wang, Yuesheng Xu, Mingsong Yan
2024	J	`jnl`	Uniform Convergence of Deep Neural Networks With Lipschitz Continuous Activation Functions and Variable Widths. IEEE Trans. Inf. Theory Yuesheng Xu, Haizhang Zhang
2023	J	`jnl`	A Duality Approach to Regularized Learning Problems in Banach Spaces. CoRR Raymond Cheng, Rui Wang, Yuesheng Xu
2023	J	`jnl`	A Non-gradient DG method for second-order Elliptic Equations in the Non-divergence Form. CoRR Weifeng Qiu, Jin Ren, Ke Shi, Yuesheng Xu
2023	J	`jnl`	Multi-Grade Deep Learning for Partial Differential Equations with Applications to the Burgers Equation. CoRR Yuesheng Xu, Taishan Zeng
2023	J	`jnl`	Multi-Grade Deep Learning. CoRR Yuesheng Xu
2023	J	`jnl`	Sparse Representer Theorems for Learning in Reproducing Kernel Banach Spaces. CoRR Rui Wang, Yuesheng Xu, Mingsong Yan
2023	J	`jnl`	Successive Affine Learning for Deep Neural Networks. CoRR Yuesheng Xu
2023	J	`jnl`	Uniform Convergence of Deep Neural Networks with Lipschitz Continuous Activation Functions and Variable Widths. CoRR Yuesheng Xu, Haizhang Zhang
2022	J	`jnl`	A Fast Convergent Ordered-Subsets Algorithm With Subiteration-Dependent Preconditioners for PET Image Reconstruction. IEEE Trans. Medical Imaging Jianfeng Guo, Charles Ross Schmidtlein, Andrzej Król, Si Li, Yizun Lin, Sangtae Ahn, Charles W. Stearns, Yuesheng Xu
2022	J	`jnl`	A Super Fast Algorithm for Estimating Sample Entropy. Entropy Weifeng Liu, Ying Jiang, Yuesheng Xu
2022	J	`jnl`	Convergence of deep convolutional neural networks. Neural Networks Yuesheng Xu, Haizhang Zhang
2022	J	`jnl`	Inverting Incomplete Fourier Transforms by a Sparse Regularization Model and Applications in Seismic Wavefield Modeling. CoRR Tingting Wu, Yuesheng Xu
2022	J	`jnl`	Inverting Incomplete Fourier Transforms by a Sparse Regularization Model and Applications in Seismic Wavefield Modeling. J. Sci. Comput. Tingting Wu, Yuesheng Xu
2022	J	`jnl`	Parameter Choices for Sparse Regularization with the 𝓁 CoRR Qianru Liu, Rui Wang, Yuesheng Xu, Mingsong Yan
2022	J	`jnl`	Sparse Deep Neural Network for Nonlinear Partial Differential Equations. CoRR Yuesheng Xu, Taishan Zeng
2021	J	`jnl`	A Fast Convergent Ordered-Subsets Algorithm with Subiteration-Dependent Preconditioners for PET Image Reconstruction. CoRR Jianfeng Guo, Charles Ross Schmidtlein, Andrzej Król, Si Li, Yizun Lin, Sangtae Ahn, Charles W. Stearns, Yuesheng Xu
2021	—	`conf`	A deblurring/denoising corrected scintigraphic planar image reconstruction model for targeted alpha therapy. Biomedical Applications in Molecular, Structural, and Functional Imaging Charles Ross Schmidtlein, Matthew Maroun, Andrzej Król, Howard C. Gifford, Lisa Bodei, Joseph O'Donoghue, Ida Häggström, Yuesheng Xu, Si Li
2021	J	`jnl`	An L CoRR Waixiang Cao, Junping Wang, Yuesheng Xu
2021	A	`conf`	Certification and Trade-off of Multiple Fairness Criteria in Graph-based Spam Detection. CIKM Kai Burkholder, Kenny Kwock, Yuesheng Xu, Jiaxin Liu, Chao Chen, Sihong Xie
2021	J	`jnl`	Convergence Rate Analysis for Fixed-Point Iterations of Generalized Averaged Nonexpansive Operators. CoRR Yizun Lin, Yuesheng Xu
2021	J	`jnl`	Convergence of Deep Convolutional Neural Networks. CoRR Yuesheng Xu, Haizhang Zhang
2021	J	`jnl`	Convergence of Deep ReLU Networks. CoRR Yuesheng Xu, Haizhang Zhang
2021	J	`jnl`	Fixed-point proximity algorithms solving an incomplete Fourier transform model for seismic wavefield modeling. J. Comput. Appl. Math. Tingting Wu, Lixin Shen, Yuesheng Xu
2021	J	`jnl`	Regularization in a functional reproducing kernel Hilbert space. J. Complex. Rui Wang, Yuesheng Xu
2021	J	`jnl`	Representer Theorems in Banach Spaces: Minimum Norm Interpolation, Regularized Learning and Semi-Discrete Inverse Problems. J. Mach. Learn. Res. Rui Wang, Yuesheng Xu
2021	J	`jnl`	Synthesis of Mammogram From Digital Breast Tomosynthesis Using Deep Convolutional Neural Network With Gradient Guided cGANs. IEEE Trans. Medical Imaging Gongfa Jiang, Jun Wei, Yuesheng Xu, Zilong He, Hui Zeng, Jiefang Wu, Genggeng Qin, Weiguo Chen, Yao Lu
2020	J	`jnl`	Multiplicative Noise Removal: Nonlocal Low-Rank Model and Its Proximal Alternating Reweighted Minimization Algorithm. CoRR Xiaoxia Liu, Jian Lu, Lixin Shen, Chen Xu, Yuesheng Xu
2020	J	`jnl`	Multiplicative Noise Removal: Nonlocal Low-Rank Model and Its Proximal Alternating Reweighted Minimization Algorithm. SIAM J. Imaging Sci. Xiaoxia Liu, Jian Lu, Lixin Shen, Chen Xu, Yuesheng Xu
2019	J	`jnl`	A Higher-Order Polynomial Method for SPECT Reconstruction. IEEE Trans. Medical Imaging Ying Jiang, Si Li, Yuesheng Xu
2019	J	`jnl`	A Krasnoselskii-Mann Algorithm With an Improved EM Preconditioner for PET Image Reconstruction. IEEE Trans. Medical Imaging Yizun Lin, Charles Ross Schmidtlein, Qia Li, Si Li, Yuesheng Xu
2019	J	`jnl`	A Two-Step Fixed-Point Proximity Algorithm for a Class of Non-differentiable Optimization Models in Machine Learning. J. Sci. Comput. Zheng Li, Guohui Song, Yuesheng Xu
2019	J	`jnl`	Computing Integrals Involved the Gaussian Function with a Small Standard Deviation. J. Sci. Comput. Yunyun Ma, Yuesheng Xu
2019	J	`jnl`	Dynamic PET cardiac and parametric image reconstruction: a fixed-point proximity gradient approach using patch-based DCT and tensor SVD regularization. CoRR Ida Häggström, Yizun Lin, Si Li, Andrzej Król, Yuesheng Xu, Charles Ross Schmidtlein
2019	—	`conf`	Synthesize Mammogram from Digital Breast Tomosynthesis with Gradient Guided cGANs. MICCAI (6) Gongfa Jiang, Yao Lu, Jun Wei, Yuesheng Xu
2018	J	`jnl`	A Fully Discrete Fast Fourier-Galerkin Method Solving a Boundary Integral Equation for the Biharmonic Equation. J. Sci. Comput. Ying Jiang, Bo Wang, Yuesheng Xu
2018	J	`jnl`	Computing highly oscillatory integrals. Math. Comput. Yunyun Ma, Yuesheng Xu
2017	J	`jnl`	A fast discrete spectral method for stochastic partial differential equations. Adv. Comput. Math. Yanzhao Cao, Ying Jiang, Yuesheng Xu
2017	J	`jnl`	H-BLAST: a fast protein sequence alignment toolkit on heterogeneous computers with GPUs. Bioinform. Weicai Ye, Ying Chen, Yongdong Zhang, Yuesheng Xu
2017	J	`jnl`	Two-Step Fixed-Point Proximity Algorithms for Multi-block Separable Convex Problems. J. Sci. Comput. Qia Li, Yuesheng Xu, Na Zhang
2016	J	`jnl`	Minimizing Compositions of Functions Using Proximity Algorithms with Application in Image Deblurring. Frontiers Appl. Math. Stat. Feishe Chen, Lixin Shen, Bruce W. Suter, Yuesheng Xu
2015	J	`jnl`	A construction of higher-order finite volume methods. Math. Comput. Zhongying Chen, Yuesheng Xu, Yuanyuan Zhang
2015	J	`jnl`	A fast and accurate algorithm for ℓ EURASIP J. Adv. Signal Process. Feishe Chen, Lixin Shen, Bruce W. Suter, Yuesheng Xu
2015	J	`jnl`	Multi-step fixed-point proximity algorithms for solving a class of optimization problems arising from image processing. Adv. Comput. Math. Qia Li, Lixin Shen, Yuesheng Xu, Na Zhang
2014	J	`jnl`	A Fast Fourier-Galerkin Method Solving a Boundary Integral Equation for the Biharmonic Equation. SIAM J. Numer. Anal. Ying Jiang, Bo Wang, Yuesheng Xu
2014	J	`jnl`	Fast computation of the multidimensional discrete Fourier transform and discrete backward Fourier transform on sparse grids. Math. Comput. Ying Jiang, Yuesheng Xu
2014	J	`jnl`	Higher-order finite volume methods II: Inf-sup condition and uniform local ellipticity. J. Comput. Appl. Math. Zhongying Chen, Yuesheng Xu, Yuanyuan Zhang
2014	J	`jnl`	Nesterov's algorithm solving dual formulation for compressed sensing. J. Comput. Appl. Math. Feishe Chen, Lixin Shen, Bruce Wilsey Suter, Yuesheng Xu
2014	J	`jnl`	Orthogonal polynomial expansions on sparse grids. J. Complex. Yanzhao Cao, Ying Jiang, Yuesheng Xu
2014	J	`jnl`	Reprint of "Nesterov's algorithm solving dual formulation for compressed sensing". J. Comput. Appl. Math. Feishe Chen, Lixin Shen, Bruce Wilsey Suter, Yuesheng Xu
2013	J	`jnl`	Fast Fourier-Galerkin Methods for Nonlinear Boundary Integral Equations. J. Sci. Comput. Xiangling Chen, Rui Wang, Yuesheng Xu
2013	J	`jnl`	Finite rank kernels for multi-task learning. Adv. Comput. Math. Jianqiang Liu, Charles A. Micchelli, Rui Wang, Yuesheng Xu
2013	J	`jnl`	On computing with the Hilbert spline transform. Adv. Comput. Math. Charles A. Micchelli, Yuesheng Xu, Bo Yu
2013	J	`jnl`	Proximity algorithms for the L1/TV image denoising model. Adv. Comput. Math. Charles A. Micchelli, Lixin Shen, Yuesheng Xu, Xueying Zeng
2012	J	`jnl`	Higher-order finite volume methods for elliptic boundary value problems. Adv. Comput. Math. Zhongying Chen, Junfeng Wu, Yuesheng Xu
2012	J	`jnl`	Multilevel preconditioning for the finite volume method. Math. Comput. Yonghai Li, Shi Shu, Yuesheng Xu, Qingsong Zou
2012	J	`jnl`	Preface. Adv. Comput. Math. Yuesheng Xu, Hongqi Yang
2012	J	`jnl`	Refinement of Operator-valued Reproducing Kernels. J. Mach. Learn. Res. Haizhang Zhang, Yuesheng Xu, Qinghui Zhang
2011	J	`jnl`	A Fast Algorithm for Computing Sample Entropy. Adv. Data Sci. Adapt. Anal. Ying Jiang, Dong Mao, Yuesheng Xu
2011	J	`jnl`	B-spline quasi-interpolation on sparse grids. J. Complex. Ying Jiang, Yuesheng Xu
2011	J	`jnl`	Efficient First Order Methods for Linear Composite Regularizers CoRR Andreas Argyriou, Charles A. Micchelli, Massimiliano Pontil, Lixin Shen, Yuesheng Xu
2011	J	`jnl`	Fast Multilevel Augmentation Methods for Nonlinear Boundary Integral Equations. SIAM J. Numer. Anal. Xiangling Chen, Zhongying Chen, Bin Wu, Yuesheng Xu
2011	J	`jnl`	Hierarchical entropy analysis for biological signals. J. Comput. Appl. Math. Ying Jiang, Chung-Kang Peng, Yuesheng Xu
2011	J	`jnl`	Refinement of Operator-valued Reproducing Kernels CoRR Yuesheng Xu, Haizhang Zhang, Qinghui Zhang
2010	J	`jnl`	Approximation of high-dimensional kernel matrices by multilevel circulant matrices. J. Complex. Guohui Song, Yuesheng Xu
2010	J	`jnl`	Fast Fourier-Galerkin methods for solving singular boundary integral equations: Numerical integration and precondition. J. Comput. Appl. Math. Ying Jiang, Yuesheng Xu
2010	J	`jnl`	Fast discrete algorithms for sparse Fourier expansions of high dimensional functions. J. Complex. Ying Jiang, Yuesheng Xu
2010	J	`jnl`	Orthonormal bases with nonlinear phases. Adv. Comput. Math. Tao Qian, Rui Wang, Yuesheng Xu, Haizhang Zhang
2009	J	`jnl`	A Fast Collocation Method for Eigen-Problems of Weakly Singular Integral Operators. J. Sci. Comput. Zhongying Chen, Gnaneshwar Nelakanti, Yuesheng Xu, Yongdong Zhang
2009	J	`jnl`	A Fast Collocation Method for Solving Stochastic Integral Equations. SIAM J. Numer. Anal. Yanzhao Cao, Bin Wu, Yuesheng Xu
2009	J	`jnl`	Fast Multilevel Augmentation Methods for Solving Hammerstein Equations. SIAM J. Numer. Anal. Zhongying Chen, Bin Wu, Yuesheng Xu
2009	J	`jnl`	Fast Nonlinear Fourier Expansions. Adv. Data Sci. Adapt. Anal. Rui Wang, Yuesheng Xu, Haizhang Zhang
2009	J	`jnl`	Multiparameter regularization for Volterra kernel identification via multiscale collocation methods. Adv. Comput. Math. Marty Brenner, Ying Jiang, Yuesheng Xu
2009	J	`jnl`	Optimal learning of bandlimited functions from localized sampling. J. Complex. Charles A. Micchelli, Yuesheng Xu, Haizhang Zhang
2009	J	`jnl`	Preface. Adv. Comput. Math. Lixin Shen, Yuesheng Xu
2009	J	`jnl`	Recent Mathematical Developments on Empirical Mode Decomposition. Adv. Data Sci. Adapt. Anal. Yuesheng Xu, Haizhang Zhang
2009	J	`jnl`	Refinement of Reproducing Kernels. J. Mach. Learn. Res. Yuesheng Xu, Haizhang Zhang
2009	J	`jnl`	Reproducing Kernel Banach Spaces for Machine Learning. J. Mach. Learn. Res. Haizhang Zhang, Yuesheng Xu, Jun Zhang
2009	B	`conf`	Reproducing kernel Banach spaces for machine learning. IJCNN Haizhang Zhang, Yuesheng Xu, Jun Zhang
2008	J	`jnl`	A Fast Fourier-Galerkin Method for Solving Singular Boundary Integral Equations. SIAM J. Numer. Anal. Haotao Cai, Yuesheng Xu
2008	C	`conf`	Initial Experiences with the BEC Parallel Programming Environment. ISPDC Mike Heroux, Zhaofang Wen, Junfeng Wu, Yuesheng Xu
2008	J	`jnl`	On translation invariant operators which preserve the B-spline recurrence. Adv. Comput. Math. Charles A. Micchelli, Yuesheng Xu, Haizhang Zhang
2007	J	`jnl`	Multi-Parameter Regularization Methods for High-Resolution Image Reconstruction With Displacement Errors. IEEE Trans. Circuits Syst. I Regul. Pap. Yao Lu, Lixin Shen, Yuesheng Xu
2007	J	`jnl`	On the matrix completion problem for multivariate filter bank construction. Adv. Comput. Math. Qiuhui Chen, Charles A. Micchelli, Yuesheng Xu
2007	J	`jnl`	Refinable Kernels. J. Mach. Learn. Res. Yuesheng Xu, Haizhang Zhang
2006	J	`jnl`	A B-spline approach for empirical mode decompositions. Adv. Comput. Math. Qiuhui Chen, Norden E. Huang, Sherman D. Riemenschneider, Yuesheng Xu
2006	J	`jnl`	An analysis of discontinuous Galerkin methods for elliptic problems. Adv. Comput. Math. Reinhold Schneider, Yuesheng Xu, Aihui Zhou
2006	J	`jnl`	Galerkin Methods Based on Hermite Splines for Singular Perturbation Problems. SIAM J. Numer. Anal. Song-Tao Liu, Yuesheng Xu
2006	J	`jnl`	Multilevel augmentation methods for differential equations. Adv. Comput. Math. Zhongying Chen, Bin Wu, Yuesheng Xu
2006	J	`jnl`	Universal Kernels. J. Mach. Learn. Res. Charles A. Micchelli, Yuesheng Xu, Haizhang Zhang
2005	J	`jnl`	Deterministic convergence of an online gradient method for BP neural networks. IEEE Trans. Neural Networks Wei Wu, Guorui Feng, Zhengxue Li, Yuesheng Xu
2004	J	`jnl`	An Implementation of Fast Wavelet Galerkin Methods for Integral Equations of the Second Kind. J. Sci. Comput. Weifu Fang, Yi Wang, Yuesheng Xu
2004	J	`jnl`	Limit Values of Derivatives of the Cauchy Integrals and Computation of the Logarithmic Potentials. Computing Yuesheng Xu, Han-Lin Chen, Qingsong Zou
2004	—	`conf`	Recent Developments on Convergence of Online Gradient Methods for Neural Network Training. ISNN (1) Wei Wu, Zhengxue Li, Guorui Feng, Naimin Zhang, Dong Nan, Zhiqiong Shao, Jie Yang, Liqing Zhang, Yuesheng Xu
2004	J	`jnl`	The Cascade Algorithm for the Numerical Computation of Refinable Functions. Adv. Comput. Math. Qiuhui Chen, Yuesheng Xu
2003	J	`jnl`	A Hybrid Collocation Method for Volterra Integral Equations with Weakly Singular Kernels. SIAM J. Numer. Anal. Yanzhao Cao, Terry Herdman, Yuesheng Xu
2003	J	`jnl`	Adaptive Wavelet Methods for Elliptic Operator Equations with Nonlinear Terms. Adv. Comput. Math. Yuesheng Xu, Qingsong Zou
2003	J	`jnl`	Multivariate Filter Banks Having Matrix Factorizations. SIAM J. Matrix Anal. Appl. Qiuhui Chen, Charles A. Micchelli, Silong Peng, Yuesheng Xu
2002	J	`jnl`	Discrete Wavelet Petrov-Galerkin Methods. Adv. Comput. Math. Zhongying Chen, Charles A. Micchelli, Yuesheng Xu
2002	J	`jnl`	Fast Collocation Methods for Second Kind Integral Equations. SIAM J. Numer. Anal. Zhongying Chen, Charles A. Micchelli, Yuesheng Xu
2000	J	`jnl`	Nonlinear functionals of wavelet expansions - adaptive reconstruction and fast evaluation. Numerische Mathematik Wolfgang Dahmen, Reinhold Schneider, Yuesheng Xu
1999	J	`jnl`	A construction of interpolating wavelets on invariant sets. Math. Comput. Zhongying Chen, Charles A. Micchelli, Yuesheng Xu
1997	J	`jnl`	Distances between oriented curves in geometric modeling. Adv. Comput. Math. Przemyslaw Bogacki, Stanley E. Weinstein, Yuesheng Xu
1997	J	`jnl`	Reconstruction and Decomposition Algorithms for Biorthogonal Multiwavelets. Multidimens. Syst. Signal Process. Charles A. Micchelli, Yuesheng Xu
1997	J	`jnl`	The Petrov-Galerkin method for second kind integral equations II: multiwavelet schemes. Adv. Comput. Math. Zhongying Chen, Charles A. Micchelli, Yuesheng Xu
1996	J	`jnl`	An extrapolation method for a class of boundary integral equations. Math. Comput. Yuesheng Xu, Yunhe Zhao
1996	J	`jnl`	Derivative corrections for quadrature formulas. Adv. Comput. Math. William F. Ford, Yuesheng Xu, Yunhe Zhao
1995	J	`jnl`	Degree reduction of Bézier curves by uniform approximation with endpoint interpolation. Comput. Aided Des. Przemyslaw Bogacki, Stanley E. Weinstein, Yuesheng Xu