Graph Learning Should Move Beyond Restrictive Views of Spectral and Message-Passing GNNs

Antonis Vasileiou, Juan Cervino, Pascal Frossard +7

Graph neural networks (GNNs) are commonly divided into message-passing neural networks (MPNNs) and spectral GNNs, reflecting two largely separate research traditions in machine lea…