HOPPER: Learnable Hop Extraction for Linearized Graph Sequence Models

Isuru Herath, Arin Gopakumar, Sharan Sahu

Graph neural networks typically propagate information through repeated message-passing layers, coupling propagation distance with the number of nonlinear transformations applied. T…