Learning Scalable Structural Representations for Link Prediction with Bloom Signatures

Tianyi Zhang, Haoteng Yin, Rongzhe Wei +2

Graph neural networks (GNNs) have shown great potential in learning on graphs, but they are known to perform sub-optimally on link prediction tasks. Existing GNNs are primarily des…