Yuesheng Xu

Yuesheng Xu

Old Dominion University

H-index: 48

North America-United States

About Yuesheng Xu

Yuesheng Xu, With an exceptional h-index of 48 and a recent h-index of 25 (since 2020), a distinguished researcher at Old Dominion University, specializes in the field of numerical analysis, approximation theory, machine learning, image/signal processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Deep Neural Network Solutions for Oscillatory Fredholm Integral Equations

Sparse Representer Theorems for Learning in Reproducing Kernel Banach Spaces

Inexact FPPA for the Sparse Regularization Problem

A duality approach to regularized learning problems in Banach spaces

Hypothesis Spaces for Deep Learning

Convergence of deep ReLU networks

Special Issue on functional analysis, approximation theory and numerical analysis (FAATNA20> 22)

Sparse machine learning in Banach spaces

Yuesheng Xu Information

University

Position

Professor of Data Science & Math ; Professor Emeritus Syracuse University

Citations(all)

8182

Citations(since 2020)

3021

Cited By

6318

hIndex(all)

48

hIndex(since 2020)

25

i10Index(all)

134

i10Index(since 2020)

68

Email

University Profile Page

Old Dominion University

Google Scholar

View Google Scholar Profile

Yuesheng Xu Skills & Research Interests

numerical analysis

approximation theory

machine learning

image/signal processing

Top articles of Yuesheng Xu

Title

Journal

Author(s)

Publication Date

Deep Neural Network Solutions for Oscillatory Fredholm Integral Equations

arXiv preprint arXiv:2401.07003

Jie Jiang

Yuesheng Xu

2024/1/13

Sparse Representer Theorems for Learning in Reproducing Kernel Banach Spaces

Journal of Machine Learning Research

Rui Wang

Yuesheng Xu

Mingsong Yan

2024

Inexact FPPA for the Sparse Regularization Problem

arXiv preprint arXiv:2404.17689

Ronglong Fang

Yuesheng Xu

Mingsong Yan

2024/4/26

A duality approach to regularized learning problems in Banach spaces

Journal of Complexity

Raymond Cheng

Rui Wang

Yuesheng Xu

2024/4/1

Hypothesis Spaces for Deep Learning

arXiv preprint arXiv:2403.03353

Rui Wang

Yuesheng Xu

Mingsong Yan

2024/3/5

Convergence of deep ReLU networks

Neurocomputing

Yuesheng Xu

Haizhang Zhang

2024/2/28

Special Issue on functional analysis, approximation theory and numerical analysis (FAATNA20> 22)

Applied Numerical Mathematics

Maria Carmela De Bonis

Concetta Laurita

Incoronata Notarangelo

Donatella Occorsio

Maria Grazia Russo

...

2023

Sparse machine learning in Banach spaces

Yuesheng Xu

2023/5/1

Sparse regularization with the norm

Analysis and Applications

Yuesheng Xu

2023/7/23

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

arXiv preprint arXiv:2302.05014

Weifeng Qiu

Jin Ren

Ke Shi

Yuesheng Xu

2023/2/10

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

arXiv preprint arXiv:2306.01692

Yuesheng Xu

Haizhang Zhang

2023/6/2

Fast Multiscale Functional Estimation in Optimal EMG Placement for Robotic Prosthesis Controllers

Journal of Integral Equations and Applications

Jin Ren

Guohui Song

Lucia Tabacu

Yuesheng Xu

2023/10/1

Multi‐scale cascaded networks for synthesis of mammogram to decrease intensity distortion and increase model‐based perceptual similarity

Medical Physics

Gongfa Jiang

Zilong He

Yuanpin Zhou

Jun Wei

Yuesheng Xu

...

2023/2

Engineering and Evaluation of a Novel Stable Epoxy-based 225Ac Phantom Set for Quantitative Imaging

Charles Schmidtlein

Edward Fung

Daniel Thorek

Diane Abou

Harry Marquis

...

2023/6/1

Multi-grade deep learning for partial differential equations with applications to the burgers equation

arXiv preprint arXiv:2309.07401

Yuesheng Xu

Taishan Zeng

2023/9/14

A Novel Model-Based Planar Reconstruction Method for Accurate Activity Distribution Estimation for 225Ac-PSMA Targeted Alpha Therapy

Charles Schmidtlein

Jin Ren

Andrzej Krol

Joseph O'Donoghue

Howard Gifford

...

2023/6/1

Multi-grade deep learning

arXiv preprint arXiv:2302.00150

Yuesheng Xu

2023/2/1

Parameter choices for sparse regularization with the norm

Inverse Problems

Qianru Liu

Rui Wang

Yuesheng Xu

Mingsong Yan

2023/1/3

Successive affine learning for deep neural networks

arXiv preprint arXiv:2305.07996

Yuesheng Xu

2023/5/13

Advances in Computational Mathematics

Zhongying Chen

Yueshen Li

Charles Micchelli

Yuesheng Xu

2023/8/25

See List of Professors in Yuesheng Xu University(Old Dominion University)

Co-Authors

H-index: 88
Chung-Kang Peng

Chung-Kang Peng

Harvard University

H-index: 83
Norden E. Huang

Norden E. Huang

National Central University

H-index: 40
Hermann Brunner

Hermann Brunner

Hong Kong Baptist University

H-index: 40
Professor Dr. Reinhold Schneider

Professor Dr. Reinhold Schneider

Technische Universität Berlin

H-index: 37
Dao-Qing Dai

Dao-Qing Dai

Sun Yat-Sen University

H-index: 32
Lixin Shen

Lixin Shen

Syracuse University

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