Domenico Tortorella

27 papers B 6Journal 14Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Randomized Ising models for graph node representation.
Neurocomputing
Maria Grazia Berni, Antonio Brau, Alessio Micheli, Domenico Tortorella
2025 J jnl
Addressing the Scarcity of Benchmarks for Graph XAI.
CoRR
Michele Fontanesi, Alessio Micheli, Marco Podda, Domenico Tortorella
2025 — conf
An Empirical Investigation of Shortcuts in Graph Learning.
GbRPR
Domenico Tortorella, Michele Fontanesi, Alessio Micheli, Marco Podda
2025 J jnl
An empirical evaluation of rewiring approaches in graph neural networks.
Pattern Recognit. Lett.
Alessio Micheli, Domenico Tortorella
2025 J jnl
Bridging XAI and spectral analysis to investigate the inductive biases of deep graph networks.
Mach. Learn.
Michele Fontanesi, Alessio Micheli, Marco Podda, Domenico Tortorella
2025 J jnl
Efficient quantification on large-scale networks.
Mach. Learn.
Alessio Micheli, Alejandro Moreo, Marco Podda, Fabrizio Sebastiani, William Simoni, Domenico Tortorella
2025 — conf
Investigating Time-Scales in Deep Echo State Networks for Natural Language Processing.
ICANN (5)
Corrado Baccheschi, Alessandro Bondielli, Alessandro Lenci, Alessio Micheli, Lucia C. Passaro, Marco Podda, Domenico Tortorella
2025 J jnl
Learning to quantify graph nodes.
CoRR
Alessio Micheli, Alejandro Moreo, Marco Podda, Fabrizio Sebastiani, William Simoni, Domenico Tortorella
2024 — conf
Analyzing Explanations of Deep Graph Networks Through Node Centrality and Connectivity.
DS (1)
Michele Fontanesi, Alessio Micheli, Marco Podda, Domenico Tortorella
2024 B conf
Continual Learning with Graph Reservoirs: Preliminary experiments in graph classification.
ESANN
Domenico Tortorella, Alessio Micheli
2024 — conf
Continuously Deep Recurrent Neural Networks.
ECML/PKDD (7)
Andrea Ceni, Peter Ford Dominey, Claudio Gallicchio, Alessio Micheli, Luca Pedrelli, Domenico Tortorella
2024 J jnl
Designs of graph echo state networks for node classification.
Neurocomputing
Alessio Micheli, Domenico Tortorella
2024 — conf
Onion Echo State Networks - A Preliminary Analysis of Dynamics.
ICANN (10)
Domenico Tortorella, Alessio Micheli
2023 J jnl
Addressing Heterophily in Node Classification with Graph Echo State Networks.
CoRR
Alessio Micheli, Domenico Tortorella
2023 J jnl
Addressing heterophily in node classification with graph echo state networks.
Neurocomputing
Alessio Micheli, Domenico Tortorella
2023 B conf
Entropy Based Regularization Improves Performance in the Forward-Forward Algorithm.
ESANN
Matteo Pardi, Domenico Tortorella, Alessio Micheli
2023 J jnl
Is Rewiring Actually Helpful in Graph Neural Networks?
CoRR
Domenico Tortorella, Alessio Micheli
2023 — conf
Minimum Spanning Set Selection in Graph Kernels.
GbRPR
Domenico Tortorella, Alessio Micheli
2023 B conf
Richness of Node Embeddings in Graph Echo State Networks.
ESANN
Domenico Tortorella, Alessio Micheli
2022 B conf
Beyond Homophily with Graph Echo State Networks.
ESANN
Domenico Tortorella, Alessio Micheli
2022 J jnl
Beyond Homophily with Graph Echo State Networks.
CoRR
Domenico Tortorella, Alessio Micheli
2022 J jnl
Discrete-time dynamic graph echo state networks.
Neurocomputing
Alessio Micheli, Domenico Tortorella
2022 — conf
Hierarchical Dynamics in Deep Echo State Networks.
ICANN (3)
Domenico Tortorella, Claudio Gallicchio, Alessio Micheli
2022 J jnl
Leave Graphs Alone: Addressing Over-Squashing without Rewiring.
CoRR
Domenico Tortorella, Alessio Micheli
2022 B conf
Spectral Bounds for Graph Echo State Network Stability.
IJCNN
Domenico Tortorella, Claudio Gallicchio, Alessio Micheli
2021 B conf
Dynamic Graph Echo State Networks.
ESANN
Domenico Tortorella, Alessio Micheli
2021 J jnl
Dynamic Graph Echo State Networks.
CoRR
Domenico Tortorella, Alessio Micheli