Yuesheng Xu

1. Computing Highly Oscillatory Integrals
   2015/07/02 by Yunyun Ma, Ma, Yunyun, Yuesheng Xu +1 · 4 citations
   Mathematics · Physics and Astronomy · #Electromagnetic Scattering and Analysis #FOS: Mathematics #Fractional Differential Equations Solutions #Mathematical functions and polynomials #Numerical Analysis (math.NA)
2. Representer Theorems in Banach Spaces: Minimum Norm Interpolation,\n Regularized Learning and Semi-Discrete Inverse Problems
   2020/06/24 by Rui Wang, Wang, Rui, Yuesheng Xu +1 · 2 citations
   Computer Science · Engineering · Mathematics · #41A05 #45Q05 #46A22 #65D10 #FOS: Mathematics #Face and Expression Recognition #Functional Analysis (math.FA) #Image and Signal Denoising Methods #Neural Networks and Applications #Numerical methods in inverse problems #Primary: 68Q32 #Secondary: 46B45 #Sparse and Compressive Sensing Techniques
3. Addressing Spectral Bias of Deep Neural Networks by Multi-Grade Deep Learning
   2024/10/21 by Yuesheng Xu, Fang, Ronglong, Xu, Yuesheng · 6 citations
   Computer Science · Neuroscience · #Anomaly Detection Techniques and Applications #Brain Tumor Detection and Classification #Neural Networks and Applications
4. KcMF: A Knowledge-compliant Framework for Schema and Entity Matching with Fine-tuning-free LLMs
   2024/10/16 by Yuesheng Xu, Xu, Yongqin, Huan Li +5 · 4 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
5. Efficient First Order Methods for Linear Composite Regularizers
   2011/04/07 by Andreas A. Argyriou, Charles A. Micchelli, Argyriou, Andreas +7 · 1 citation
   Computer Science · Mathematics · #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Matrix Theory and Algorithms #Methodology (stat.ME) #Numerical methods in inverse problems #Optimization and Control (math.OC)
6. Wavelet inpainting with the ℓ0 sparse regularization
   2015/03/12 by Lixin Shen, Yuesheng Xu, Xueying Zeng · 1 citation
   Computer Science · Engineering · #Advanced Image Processing Techniques #Image and Signal Denoising Methods #Sparse and Compressive Sensing Techniques
7. Deep Neural Network Solutions for Oscillatory Fredholm Integral Equations
   2024/01/13 by Jie Jiang, Yuesheng Xu, Jiang, Jie +1 · 2 citations
   Mathematics · Computer Science · #Fractional Differential Equations Solutions #Advanced Mathematical Modeling in Engineering #Numerical methods in inverse problems
8. A Fast Convergent Ordered-Subsets Algorithm with Subiteration-Dependent Preconditioners for PET Image Reconstruction
   2021/11/15 by Jianfeng Guo, C. Ross Schmidtlein, Guo, Jianfeng +13 · 1 citation
   Chemistry · Medicine · #Advanced MRI Techniques and Applications #Advanced NMR Techniques and Applications #FOS: Mathematics #FOS: Physical sciences #Medical Imaging Techniques and Applications #Medical Physics (physics.med-ph) #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
9. Successive Affine Learning for Deep Neural Networks
   2023/05/13 by Yuesheng Xu, Xu, Yuesheng · 1 citation
   Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and ELM #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
10. Multi-Grade Deep Learning for Partial Differential Equations with Applications to the Burgers Equation
    2023/09/14 by Yuesheng Xu, Xu, Yuesheng, Taishan Zeng +1 · 1 citation
    Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Model Reduction and Neural Networks #Numerical Analysis (math.NA)