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Alessio Gravina
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Year
Anti-Symmetric DGN: a stable architecture for Deep Graph Networks
A Gravina, D Bacciu, C Gallicchio
Proceedings of the Eleventh International Conference on Learning …, 2022
362022
From random to predictive: a context-specific interaction framework improves selection of drug protein–protein interactions for unknown drug pathways
JL Wilson, A Gravina, K Grimes
Integrative Biology 14 (1), 13-24, 2022
82022
Cross Attention for Selection-based Question Answering.
A Gravina, F Rossetto, S Severini, G Attardi
NL4AI@ AI* IA, 53-62, 2018
72018
Deep Graph Networks for Drug Repurposing with Multi-Protein Targets
D Bacciu, F Errica, A Gravina, L Madeddu, M Podda, G Stilo
IEEE Transactions on Emerging Topics in Computing, 2023
42023
Controlling astrocyte-mediated synaptic pruning signals for schizophrenia drug repurposing with deep graph networks
A Gravina, JL Wilson, D Bacciu, KJ Grimes, C Priami
PLoS computational biology 18 (5), e1009531, 2022
42022
Deep learning for dynamic graphs: models and benchmarks
A Gravina, D Bacciu
IEEE Transactions on Neural Networks and Learning Systems, 2024
32024
Hidden Markov Models for Temporal Graph Representation Learning
F Errica, A Gravina, D Bacciu, A Micheli
European Symposium on Artificial Neural Networks (ESANN), 2023
32023
Anomaly Detection in Continuous-Time Temporal Provenance Graphs
J Reha, G Lovisotto, M Russo, A Gravina, C Grohnfeldt
Temporal Graph Learning Workshop@ NeurIPS 2023, 2023
12023
A Comparative Study of Models for Answer Sentence Selection.
F Rossetto, A Gravina, S Severini, G Attardi
CLiC-it, 2019
12019
Long Range Propagation on Continuous-Time Dynamic Graphs
A Gravina, G Lovisotto, C Gallicchio, D Bacciu, C Grohnfeldt
arXiv preprint arXiv:2406.02740, 2024
2024
Injecting Hamiltonian Architectural Bias into Deep Graph Networks for Long-Range Propagation
S Heilig, A Gravina, A Trenta, C Gallicchio, D Bacciu
arXiv preprint arXiv:2405.17163, 2024
2024
Tackling Graph Oversquashing by Global and Local Non-Dissipativity
A Gravina, M Eliasof, C Gallicchio, D Bacciu, CB Schönlieb
arXiv preprint arXiv:2405.01009, 2024
2024
Temporal Graph ODEs for Irregularly-Sampled Time Series
A Gravina, D Zambon, D Bacciu, C Alippi
arXiv preprint arXiv:2404.19508, 2024
2024
Continuous-Time Temporal Graph Learning on Provenance Graphs
J Reha, G Lovisotto, M Russo, A Gravina, C Grohnfeldt
2023 IEEE International Conference on Data Mining Workshops (ICDMW), 1131-1140, 2023
2023
Effective Non-Dissipative Propagation for Continuous-Time Dynamic Graphs
A Gravina, G Lovisotto, C Gallicchio, D Bacciu, C Grohnfeldt
Temporal Graph Learning Workshop@ NeurIPS 2023, 2023
2023
A Comparative Study of Models for Answer Sentence Selection
A Gravina, F Rossetto, S Severini, G Attardi
Proceedings of the Sixth Italian Conference on Computational Linguistics, 2019
2019
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Articles 1–16