Youngmin Ryou

Revisiting Random Walks for Learning on Graphs

2024 · arXiv (Cornell University)

We revisit a simple idea for machine learning on graphs, where a random walk on a graph produces a machine-readable record, and this record is processed by a deep neural network to directly make vertex-level …