Search Results for author: Robin Ru

Found 2 papers, 1 papers with code

Adversarial Attacks on Graph Classifiers via Bayesian Optimisation

1 code implementation NeurIPS 2021 Xingchen Wan, Henry Kenlay, Robin Ru, Arno Blaas, Michael Osborne, Xiaowen Dong

While the majority of the literature focuses on such vulnerability in node-level classification tasks, little effort has been dedicated to analysing adversarial attacks on graph-level classification, an important problem with numerous real-life applications such as biochemistry and social network analysis.

Adversarial Robustness Bayesian Optimisation +1

A Maximum Entropy approach to Massive Graph Spectra

no code implementations19 Dec 2019 Diego Granziol, Robin Ru, Stefan Zohren, Xiaowen Dong, Michael Osborne, Stephen Roberts

Graph spectral techniques for measuring graph similarity, or for learning the cluster number, require kernel smoothing.

Graph Similarity

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