Tongzhou Liao

Greener GRASS: Enhancing GNNs with Encoding, Rewiring, and Attention

Graph Neural Networks (GNNs) have become important tools for machine learning on graph-structured data. In this paper, we explore the synergistic combination of graph encoding, graph rewiring, and graph attention, by introducing Graph Attention with Stochastic Structures (GRASS), a novel GNN archite…