2 papers
cs.LG2025
Kolmogorov-Arnold Graph Neural Networks
Gianluca De Carlo, Andrea Mastropietro, Aris Anagnostopoulos
Graph neural networks (GNNs) excel in learning from network-like data but often lack interpretability, making their application challenging in domains requiring transparent decisio…
cs.LG2025
VitaGraph: Building a Knowledge Graph for Biologically Relevant Learning Tasks
Francesco Madeddu, Lucia Testa, Gianluca De Carlo +5
The intrinsic complexity of human biology presents ongoing challenges to scientific understanding. Researchers collaborate across disciplines to expand our knowledge of the biologi…