2 papers
cs.LG2026
TwinS-GCN: Spectral conjugate for Spectral Graph Convolutional Networks
Chun Hei Michael Chan, Flavia Petruso, Dimitri Van De Ville
Graph convolutional networks propagate information by repeated local aggregation through a graph shift operator; i.e., a -layer network reaches hops neighborhood. On the one…
eess.SP2026
Topological Signal Processing: An Application-Oriented Tutorial
Flavia Petruso, Maria Giulia Preti, Dimitri Van De Ville
Many modern datasets are large and carry complex structural relationships. Graph-based methods have traditionally been used to represent networked data, modeling individual element…