Learning Role-based Graph Embeddings

Nesreen K. Ahmed, Ryan Rossi, John Boaz Lee +4

Random walks are at the heart of many existing network embedding methods. However, such algorithms have many limitations that arise from the use of random walks, e.g., the features…