TORTORELLA, DOMENICO Statistiche
TORTORELLA, DOMENICO
DIPARTIMENTO DI INFORMATICA
An empirical evaluation of rewiring approaches in graph neural networks
2025-01-01 Micheli, Alessio; Tortorella, Domenico
An Empirical Investigation of Shortcuts in Graph Learning
2025-01-01 Tortorella, Domenico; Fontanesi, Michele; Micheli, Alessio; Podda, Marco
Analyzing Explanations of Deep Graph Networks Through Node Centrality and Connectivity
2025-01-01 Fontanesi, Michele; Micheli, Alessio; Podda, Marco; Tortorella, Domenico
Bridging XAI and spectral analysis to investigate the inductive biases of deep graph networks
2025-01-01 Fontanesi, Michele; Micheli, Alessio; Podda, Marco; Tortorella, Domenico
Efficient quantification on large-scale networks
2025-01-01 Micheli, Alessio; Moreo, Alejandro; Podda, Marco; Sebastiani, Fabrizio; Simoni, William; Tortorella, Domenico
Encoding Graph Topology with Randomized Ising Models
2025-01-01 Tortorella, Domenico; Brau, Antonio; Micheli, Alessio
Investigating Time-Scales in Deep Echo State Networks for Natural Language Processing
2025-01-01 Baccheschi, Corrado; Bondielli, Alessandro; Lenci, Alessandro; Micheli, Alessio; Passaro, Lucia; Podda, Marco; Tortorella, Domenico
Robustness in Protein-Protein Interaction Networks: A Link Prediction Approach
2025-01-01 Dipalma, Alessandro; Tortorella, Domenico; Micheli, Alessio
Continual Learning with Graph Reservoirs: Preliminary experiments in graph classification
2024-01-01 Tortorella, Domenico; Micheli, Alessio
Continuously Deep Recurrent Neural Networks
2024-01-01 Ceni, Andrea; Ford Dominey, Peter; Gallicchio, Claudio; Micheli, Alessio; Pedrelli, Luca; Tortorella, Domenico
Designs of graph echo state networks for node classification
2024-01-01 Micheli, Alessio; Tortorella, Domenico
Onion Echo State Networks: A Preliminary Analysis of Dynamics
2024-01-01 Tortorella, Domenico; Micheli, Alessio
Addressing heterophily in node classification with graph echo state networks
2023-01-01 Micheli, A.; Tortorella, D.
Entropy Based Regularization Improves Performance in the Forward-Forward Algorithm
2023-01-01 Pardi, Matteo; Tortorella, Domenico; Micheli, Alessio
Minimum Spanning Set Selection in Graph Kernels
2023-01-01 Tortorella, D.; Micheli, A.
Richness of Node Embeddings in Graph Echo State Networks
2023-01-01 Tortorella, Domenico; Micheli, Alessio
Beyond Homophily with Graph Echo State Networks
2022-01-01 Tortorella, Domenico; Micheli, Alessio
Discrete-time dynamic graph echo state networks
2022-01-01 Micheli, A.; Tortorella, D.
Hierarchical Dynamics in Deep Echo State Networks
2022-01-01 Tortorella, D.; Gallicchio, C.; Micheli, A.
Leave Graphs Alone: Addressing Over-Squashing without Rewiring
2022-01-01 Tortorella, D.; Micheli, A.
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| An empirical evaluation of rewiring approaches in graph neural networks | 1-gen-2025 | Micheli, Alessio; Tortorella, Domenico | |
| An Empirical Investigation of Shortcuts in Graph Learning | 1-gen-2025 | Tortorella, Domenico; Fontanesi, Michele; Micheli, Alessio; Podda, Marco | |
| Analyzing Explanations of Deep Graph Networks Through Node Centrality and Connectivity | 1-gen-2025 | Fontanesi, Michele; Micheli, Alessio; Podda, Marco; Tortorella, Domenico | |
| Bridging XAI and spectral analysis to investigate the inductive biases of deep graph networks | 1-gen-2025 | Fontanesi, Michele; Micheli, Alessio; Podda, Marco; Tortorella, Domenico | |
| Efficient quantification on large-scale networks | 1-gen-2025 | Micheli, Alessio; Moreo, Alejandro; Podda, Marco; Sebastiani, Fabrizio; Simoni, William; Tortorella, Domenico | |
| Encoding Graph Topology with Randomized Ising Models | 1-gen-2025 | Tortorella, Domenico; Brau, Antonio; Micheli, Alessio | |
| Investigating Time-Scales in Deep Echo State Networks for Natural Language Processing | 1-gen-2025 | Baccheschi, Corrado; Bondielli, Alessandro; Lenci, Alessandro; Micheli, Alessio; Passaro, Lucia; Podda, Marco; Tortorella, Domenico | |
| Robustness in Protein-Protein Interaction Networks: A Link Prediction Approach | 1-gen-2025 | Dipalma, Alessandro; Tortorella, Domenico; Micheli, Alessio | |
| Continual Learning with Graph Reservoirs: Preliminary experiments in graph classification | 1-gen-2024 | Tortorella, Domenico; Micheli, Alessio | |
| Continuously Deep Recurrent Neural Networks | 1-gen-2024 | Ceni, Andrea; Ford Dominey, Peter; Gallicchio, Claudio; Micheli, Alessio; Pedrelli, Luca; Tortorella, Domenico | |
| Designs of graph echo state networks for node classification | 1-gen-2024 | Micheli, Alessio; Tortorella, Domenico | |
| Onion Echo State Networks: A Preliminary Analysis of Dynamics | 1-gen-2024 | Tortorella, Domenico; Micheli, Alessio | |
| Addressing heterophily in node classification with graph echo state networks | 1-gen-2023 | Micheli, A.; Tortorella, D. | |
| Entropy Based Regularization Improves Performance in the Forward-Forward Algorithm | 1-gen-2023 | Pardi, Matteo; Tortorella, Domenico; Micheli, Alessio | |
| Minimum Spanning Set Selection in Graph Kernels | 1-gen-2023 | Tortorella, D.; Micheli, A. | |
| Richness of Node Embeddings in Graph Echo State Networks | 1-gen-2023 | Tortorella, Domenico; Micheli, Alessio | |
| Beyond Homophily with Graph Echo State Networks | 1-gen-2022 | Tortorella, Domenico; Micheli, Alessio | |
| Discrete-time dynamic graph echo state networks | 1-gen-2022 | Micheli, A.; Tortorella, D. | |
| Hierarchical Dynamics in Deep Echo State Networks | 1-gen-2022 | Tortorella, D.; Gallicchio, C.; Micheli, A. | |
| Leave Graphs Alone: Addressing Over-Squashing without Rewiring | 1-gen-2022 | Tortorella, D.; Micheli, A. |