Semi-Supervised Classification with Graph Convolutional Kernel Machines. - Sonny Achten; Francesco Tonin; Panagiotis Patrinos; Johan A. K. Suykens (CoRR, 2023)

Duality in Multi-View Restricted Kernel Machines. - Sonny Achten; Arun Pandey; Hannes De Meulemeester; Bart De Moor; Johan A. K. Suykens (CoRR, 2023)

Unsupervised Neighborhood Propagation Kernel Layers for Semi-supervised Node Classification. - Sonny Achten; Francesco Tonin; Panagiotis Patrinos; Johan A. K. Suykens (AAAI, 2024)

HeNCler: Node Clustering in Heterophilous Graphs through Learned Asymmetric Similarity. - Sonny Achten; Francesco Tonin; Volkan Cevher; Johan A. K. Suykens (CoRR, 2024)

Generative Kernel Spectral Clustering. - David Winant; Sonny Achten; Johan A. K. Suykens (CoRR, 2025)