Roles are sets of structurally similar nodes that are more similar to no...
Networks evolve continuously over time with the addition, deletion, and
...
Following the success of deep convolutional networks in various vision a...
Graph-structured data arise naturally in many different application doma...
Random walks are at the heart of many existing network embedding methods...
Graphs (networks) are ubiquitous and allow us to model entities (nodes) ...
Graph classification is a problem with practical applications in many
di...
Random walks are at the heart of many existing deep learning algorithms ...
The widespread adoption of smartphones in recent years has made it possi...