Time-Varying Signals Recovery Via Graph Neural Networks. - Jhon A. Castro-Correa; Jhony H. Giraldo; Anindya Mondal; Mohsen Badiey; Thierry Bouwmans; Fragkiskos D. Malliaros (ICASSP, 2023)

Gegenbauer Graph Neural Networks for Time-Varying Signal Reconstruction. - Jhon A. Castro-Correa; Jhony H. Giraldo; Mohsen Badiey; Fragkiskos D. Malliaros (IEEE Trans. Neural Networks Learn. Syst., 2024)

Higher-Order GNNs Meet Efficiency: Sparse Sobolev Graph Neural Networks. - Jhony H. Giraldo; Aref Einizade; Andjela Todorovic; Jhon A. Castro-Correa; Mohsen Badiey; Thierry Bouwmans; Fragkiskos D. Malliaros (IEEE Trans. Signal Inf. Process. over Networks, 2025)