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08/16/2023
Expressivity of Graph Neural Networks Through the Lens of Adversarial Robustness
We perform the first adversarial robustness study into Graph Neural Netw...
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06/27/2023
Adversarial Training for Graph Neural Networks
Despite its success in the image domain, adversarial training does not (...
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05/01/2023
Revisiting Robustness in Graph Machine Learning
Many works show that node-level predictions of Graph Neural Networks (GN...
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01/02/2023
