Zhijie Luo

SAC-Net: Structure-Aware Collaborative Network for Graph Similarity Computation

Abstract Graph Similarity Computation (GSC) is a core task in graph analysis. However, current mainstream GNN-based similarity models still suffer from two fundamental bottlenecks. First, constrained by the inherent mechanism of recursive local aggregation, namely the 1-Weisfeile...