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.
Digital proximity tracing on empirical contact networks for pandemic control
2021-01-01 Cencetti, G.; Santin, G.; Longa, A.; Pigani, E.; Barrat, A.; Cattuto, C.; Lehmann, S.; Salathé, M.; Lepri, B.
Emotion Analysis Using Multilayered Networks for Graphical Representation of Tweets
2022-01-01 Nguyen, Anna; Longa, Antonio; Luca, Massimiliano; Kaul, Joe; Lopez, Gabriel
Explaining the Explainers in Graph Neural Networks: a Comparative Study
2024-01-01 Longa, Antonio; Azzolin, Steve; Santin, Gabriele; Cencetti, Giulia; Lio, Pietro; Lepri, Bruno; Passerini, Andrea
Generating fine-grained surrogate temporal networks
2024-01-01 Longa, A.; Cencetti, G.; Lehmann, S.; Passerini, A.; Lepri, B.
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
Putting Context in Context: the Impact of Discussion Structure on Text Classification
2024-01-01 Penzo, Nicolò; Longa, Antonio; Lepri, Bruno; Tonelli, Sara; Guerini, Marco
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
TEP-GNN: Accurate Execution Time Prediction of Functional Tests Using Graph Neural Networks
2022-01-01 Samoaa, Hazem Peter; Longa, Antonio; Mohamad, Mazen; Chehreghani, Morteza Haghir; Leitner, Philipp
Understanding Social Interactions via Temporal Network Analysis
2023-06-22 Longa, Antonio