Scholar

Yuesheng Xu

Google Scholar ID: sOkv66IAAAAJ

Professor of Data Science & Math, Old Dominion University; Professor Emeritus, Syracuse University

numerical analysisapproximation theorymachine learningimage/signal processing

Google Scholar↗

Citations & Impact

All-time

Citations

3,821

H-index

26

i10-index

81

Publications

20

Co-authors

24

list available

Publications

7 items

MG-SpaIR: Multi-grade Sparse-guided Implicit Representation for Training-Data-Free Image Restoration

2026

Cited

0

Oracle Supervision Transfers for Hyperparameter Prediction in Model-Based Image Denoising

2026

Cited

0

Geometric Layer-wise Approximation Rates for Deep Networks

2026

Cited

0

Multigrade Neural Network Approximation

2026

Cited

0

Online Learning of HTN Methods for integrated LLM-HTN Planning

2025

Cited

0

Computational Advantages of Multi-Grade Deep Learning: Convergence Analysis and Performance Insights

2025

Cited

0

Hypothesis Spaces for Deep Learning

arXiv.org · 2024

Cited

1

Co-authors

4 total

Professor of Mathematics, Syracuse University

Professor of Mathematics, Auburn University

Senior Research Scientist, ParaTools, Inc.; St John’s University

National University of Singapore