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Yunfei Yang

Orcid: 0000-0001-7231-4816

Affiliations:
  • Sun Yat-sen University, School of Mathematics, Zhuhai, China
  • Hong Kong University of Science and Technology, Department of Mathematics, Hong Kong (PhD 2022)
  • Huawei Technologies, Shenzhen, China (2020 - 2022)


According to our database1, Yunfei Yang authored at least 13 papers between 2020 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2025
Universality and Approximation Bounds for Echo State Networks With Random Weights.
[BibTeX]
[DOI]
Zhen Li
,
Yunfei Yang
IEEE Trans. Neural Networks Learn. Syst., February, 2025

On the Rates of Convergence for Learning with Convolutional Neural Networks.
[BibTeX]
[DOI]
Yunfei Yang
,
Han Feng
,
Ding-Xuan Zhou
SIAM J. Math. Data Sci., 2025

2024
Nonparametric Regression Using Over-parameterized Shallow ReLU Neural Networks.
[BibTeX]
[DOI]
Yunfei Yang
,
Ding-Xuan Zhou
J. Mach. Learn. Res., 2024

2023
Optimal rates of approximation by shallow ReLU<sup>k</sup> neural networks and applications to nonparametric regression.
[BibTeX]
[DOI]
Yunfei Yang
,
Ding-Xuan Zhou
CoRR, 2023

Convergence Analysis of the Deep Galerkin Method for Weak Solutions.
[BibTeX]
[DOI]
Yuling Jiao
,
Yanming Lai
,
Yang Wang
,
Haizhao Yang
,
Yunfei Yang
CoRR, 2023

2022
Approximation in shift-invariant spaces with deep ReLU neural networks.
[BibTeX]
[DOI]
Yunfei Yang
,
Zhen Li
,
Yang Wang
Neural Networks, 2022

On the capacity of deep generative networks for approximating distributions.
[BibTeX]
[DOI]
Yunfei Yang
,
Zhen Li
,
Yang Wang
Neural Networks, 2022

An Error Analysis of Generative Adversarial Networks for Learning Distributions.
[BibTeX]
[DOI]
Jian Huang
,
Yuling Jiao
,
Zhen Li
,
Shiao Liu
,
Yang Wang
,
Yunfei Yang
J. Mach. Learn. Res., 2022

Approximation bounds for norm constrained neural networks with applications to regression and GANs.
[BibTeX]
[DOI]
Yuling Jiao
,
Yang Wang
,
Yunfei Yang
CoRR, 2022

2021
Error Analysis of Deep Ritz Methods for Elliptic Equations.
[BibTeX]
[DOI]
Yuling Jiao
,
Yanming Lai
,
Yisu Luo
,
Yang Wang
,
Yunfei Yang
CoRR, 2021

Exponential Approximation of Band-limited Signals from Nonuniform Sampling.
[BibTeX]
[DOI]
Yunfei Yang
,
Haizhang Zhang
CoRR, 2021

Non-asymptotic Error Bounds for Bidirectional GANs.
[BibTeX]
[DOI]
Shiao Liu
,
Yunfei Yang
,
Jian Huang
,
Yuling Jiao
,
Yang Wang
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020
Approximation in shift-invariant spaces with deep ReLU neural networks.
[BibTeX]
[DOI]
Yunfei Yang
,
Yang Wang
CoRR, 2020


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