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.
no code implementations • 19 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.