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Xianghua XIE

Swansea University

College of Law

Singleton Park

Swansea , SA2 8PP

United Kingdom

SCHOLARLY PAPERS

4

DOWNLOADS

274

TOTAL CITATIONS

0

Scholarly Papers (4)

1.

Face Reenactment with Generative Landmark Guidance

Number of pages: 10 Posted: 06 Aug 2022
Chen Hu, Xianghua XIE and Lin Wu
Swansea University, Swansea University and Swansea University
Downloads 119 (604,538)

Abstract:

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face reenactment, GAN, style transfer, facial landmarks.

2.

A2d2c: Adaptive Attention-Driven Dynamic Convolution - Bridging Attention and Local Features Adaption

Number of pages: 34 Posted: 08 Apr 2025
Durham University, Durham University, Durham University, Durham University, Swansea University and Durham University
Downloads 79 (816,709)

Abstract:

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Attention, Dynamic convolution, Local features.

3.

A Survey on Vulnerability of Federated Learning: A Learning Algorithm Perspective

Number of pages: 24 Posted: 28 Sep 2023
Xianghua XIE, Chen Hu, Hanchi Ren and Jingjing Deng
Swansea University, Swansea University, Swansea University and Durham University
Downloads 44 (1,133,231)

Abstract:

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federated learning, Deep learning, Model Vulnerability, Privacy Preserving

4.

Jacobian Norm with Selective Input Gradient Regularization for Improved and Interpretable Adversarial Defense

Number of pages: 33 Posted: 18 May 2023
Anhui University, Swansea University, The University of Western Australia, The University of Western Australia, Swansea University and Henan University of Urban Construction
Downloads 32 (1,290,922)

Abstract:

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Selective Input Gradient Regularization, Jacobian
Normalisation, adversarial robustness