Longa, Antonio
Longa, Antonio
Ingegneria e scienza dell'Informaz (29/10/12-)
A Simple and Expressive Graph Neural Network Based Method for Structural Link Representation
2024-01-01 Lachi, Veronica; Ferrini, Francesco; Longa, Antonio; Lepri, Bruno; Passerini, Andrea
A Simple Latent Variable Model for Graph Learning and Inference
2023-01-01 Jaeger, Manfred; Longa, Antonio; Azzolin, Steve; Schulte, Oliver; Passerini, Andrea
An efficient procedure for mining egocentric temporal motifs
2022-01-01 Longa, A.; Cencetti, G.; Lepri, B.; Passerini, A.
Global Explainability of GNNs via Logic Combination of Learned Concepts
2023-01-01 Azzolin, Steve; Longa, Antonio; Barbiero, Pietro; Liò, Pietro; Passerini, Andrea
Global Explainability of GNNs via Logic Combination of Learned Concepts
2023-01-01 Azzolin, Steve; Longa, Antonio; Barbiero, Pietro; Lio, Pietro; Passerini, Andrea
Graph Neural Networks for Temporal Graphs: State of the Art, Open Challenges, and Opportunities
2023-01-01 Longa, Antonio; Lachi, Veronica; Santin, Gabriele; Bianchini, Monica; Lepri, Bruno; Lio, Pietro; Scarselli, Franco; Passerini, Andrea
Meta-Path Learning for Multi-relational Graph Neural Networks
2023-01-01 Ferrini, Francesco; Longa, Antonio; Passerini, Andrea; Jaeger, Manfred
Sheaf Diffusion Goes Nonlinear: Enhancing GNNs with Adaptive Sheaf Laplacians
2024-01-01 Zaghen, Olga; Longa, Antonio; Azzolin, Steve; Telyatnikov, Lev; Passerini, Andrea; Lio`, Pietro
Understanding Social Interactions via Temporal Network Analysis
2023-06-22 Longa, Antonio