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Cuiyu He

University College London

Gower Street

London, London WC1E 6BT

United Kingdom

SCHOLARLY PAPERS

5

DOWNLOADS

119

TOTAL CITATIONS

3

Scholarly Papers (5)

1.

Towards Fast Weak Adversarial Training to Solve High Dimensional Parabolic Partial Differential Equations Using Xnode-Wan

Number of pages: 35 Posted: 16 Feb 2022
University College London - Department of Mathematics, University College London, University of Oxford and University College London
Downloads 46 (1,109,210)
Citation 2

Abstract:

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parabolic partial differential equation, generative adversarial network, neural ordinary differential equation, weak adversarial network

2.

Node-Advgan:  Improving the Transferability and Perceptual Similarity of Adversarial Examples by Dynamic-System-Driven Adversarial Generative Model

Number of pages: 35 Posted: 14 Jan 2025
Cuiyu He, Yue Wu and XINHENG XIE
University College London, University of Strathclyde and University of Strathclyde
Downloads 29 (1,345,526)

Abstract:

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NODE-AdvGAN, NODE network, adversarial images, Transferability

3.

NODE-Imgnet: A PDE-Informed Effective and Robust Model for Image Denoising

Number of pages: 29 Posted: 08 Jun 2023
Xinheng Xie, Yue Wu, Hao Ni and Cuiyu He
University of Strathclyde, University of Strathclyde, University College London and University College London
Downloads 29 (1,359,097)
Citation 1

Abstract:

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Image Denoising, NODE network, PDE learning.

4.

Localized Equilibrated Averaging Residual Methods for Conforming Finite Element Methods

Number of pages: 25 Posted: 22 Jan 2026
Cuiyu He
University College London
Downloads 8 (1,561,096)

Abstract:

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POU--EARM, Adaptive Finite Element Method, Equilibrated Flux Recovery, a posteriori Error Estimation.

5.

A Unified Equilibrated Flux Recovery Framework with Robust A Posteriori Error Estimation

Number of pages: 21 Posted: 21 Jan 2026
Cuiyu He
University College London
Downloads 7 (1,566,597)

Abstract:

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ON-EARM, Adaptive Mesh Refinement, Equilibrated Flux Recovery, a posteriori Error Estimation.