Fixed Aggregation Features Can Rival GNNs

Celia Rubio-Madrigal, Rebekka Burkholz

Published: 22 Sept 2025, Last Modified: 03 Jan 2026WiML @ NeurIPS 2025EveryoneRevisionsBibTeXCC BY 4.0
Keywords: deep learning, graph neural networks, node classification, kolmogorov-arnold representation, tabular learning, fixed aggregation
Submission Number: 206