Filtration-Based Representation Learning for Temporal Graphs

Samrik Chowdhury, Siddharth Pritam, Rohit Roy +1

In this work, we introduce a filtration on temporal graphs based on $\hat{I}´$-temporal motifs (recurrent subgraphs), yielding a multi-scale representation of temporal structure. Our tem…