Visa Inc.
DYNAMIC GRAPH REPRESENTATION LEARNING VIA ATTENTION NETWORKS

Abstract:

A method includes extracting, by an analysis computer, a plurality of first datasets from a plurality of graph snapshots using a structural self-attention module. The analysis computer can then extract at least a second dataset from the plurality of first datasets using a temporal self-attention module across the plurality of graph snapshots. The analysis computer can then perform graph context prediction with at least the second dataset.