Line Graph Vietoris-Rips Persistence Diagram for Topological Graph Representation Learning

Jaesun Shin, Eunjoo Jeon, Taewon Cho +2

While message passing graph neural networks result in informative node embeddings, they may suffer from describing the topological properties of graphs. To this end, node filtratio…