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.
1 code implementation • 29 Jan 2018 • Natalia Ruemmele, Yuriy Tyshetskiy, Alex Collins
Relational data sources are still one of the most popular ways to store enterprise or Web data, however, the issue with relational schema is the lack of a well-defined semantic description.