subgraph2vec: Learning Distributed Representations of Rooted Sub-graphs fromLarge Graphs

This research introduces `subgraph2vec`, a novel method for learning distributed representations of rooted sub-graphs extracted from large graphs. It aims to embed complex graph structures into a lower-dimensional vector space, facilitating various downstream machine learning tasks on graph data.