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2404.17947
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Bounding the Expected Robustness of Graph Neural Networks Subject to Node Feature Attacks
27 April 2024
Yassine Abbahaddou
Sofiane Ennadir
J. Lutzeyer
Michalis Vazirgiannis
Henrik Bostrom
AAML
OOD
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Papers citing
"Bounding the Expected Robustness of Graph Neural Networks Subject to Node Feature Attacks"
5 / 5 papers shown
Title
A Simple and Yet Fairly Effective Defense for Graph Neural Networks
Sofiane Ennadir
Yassine Abbahaddou
J. Lutzeyer
Michalis Vazirgiannis
Henrik Bostrom
AAML
24
11
0
21 Feb 2024
Revisiting Robustness in Graph Machine Learning
Lukas Gosch
Daniel Sturm
Simon Geisler
Stephan Günnemann
AAML
OOD
61
21
0
01 May 2023
Orthogonal Graph Neural Networks
Kai Guo
Kaixiong Zhou
Xia Hu
Yu Li
Yi Chang
Xin Wang
41
34
0
23 Sep 2021
Elastic Graph Neural Networks
Xiaorui Liu
W. Jin
Yao Ma
Yaxin Li
Hua Liu
Yiqi Wang
Ming Yan
Jiliang Tang
84
106
0
05 Jul 2021
Fast and accurate optimization on the orthogonal manifold without retraction
Pierre Ablin
Gabriel Peyré
40
26
0
15 Feb 2021
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