2 code implementations • 5 Mar 2019 • Huijun Wu, Chen Wang, Yuriy Tyshetskiy, Andrew Docherty, Kai Lu, Liming Zhu
Based on this observation, we propose a defense approach which inspects the graph and recovers the potential adversarial perturbations.
1 code implementation • 5 Jan 2019 • Hooman Peiro Sajjad, Andrew Docherty, Yuriy Tyshetskiy
In this work, we propose computationally efficient algorithms for vertex representation learning that extend random walk based methods to dynamic graphs.