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Claudio Gallicchio

9 papers at tracked venues · 5 at CORE A* · active 2024–2025

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Venues

ECML-PKDD ×2ICML ×2AAAI ×1AISTATS ×1ECAI ×1ICLR ×1NeurIPS ×1

Frequent coauthors

Alessio Gravina
×5
Davide Bacciu
×5
Andrea Ceni
×4
Moshe Eliasof
×2
Carola-Bibiane Schönlieb
×2
Bruno Casella
×1
Samuele Fonio
×1
Lorenzo Sciandra
×1
Marco Aldinucci
×1
Mirko Polato
×1
Roberto Esposito
×1
Marco Guiggi
×1

Papers

  1. Fed2RC: Federated Rocket Kernels and Ridge Classifier for Time Series Classification
    ECAI 2025 ·
    Bruno Casella
    ,
    Samuele Fonio
    ,
    Lorenzo Sciandra
    , Claudio Gallicchio,
    Marco Aldinucci
    ,
    Mirko Polato
    ,
    Roberto Esposito
  2. Graph Adaptive Autoregressive Moving Average Models
    ICML 2025 ·
    Moshe Eliasof
    ,
    Alessio Gravina
    ,
    Andrea Ceni
    , Claudio Gallicchio,
    Davide Bacciu
    ,
    Carola-Bibiane Schönlieb
  3. Minimum Complexity Memristive-Friendly Echo State Network
    ECML-PKDD 2025 ·
    Marco Guiggi
    ,
    Andrea Ceni
    , Claudio Gallicchio
  4. On Oversquashing in Graph Neural Networks Through the Lens of Dynamical Systems
    AAAI 2025 ·
    Alessio Gravina
    ,
    Moshe Eliasof
    , Claudio Gallicchio,
    Davide Bacciu
    ,
    Carola-Bibiane Schönlieb
  5. On Vanishing Gradients, Over-Smoothing, and Over-Squashing in GNNs: Bridging Recurrent and Graph Learning
    NeurIPS 2025 ·
    Alvaro Arroyo
    ,
    Alessio Gravina
    ,
    Benjamin Gutteridge
    ,
    Federico Barbero
    , Claudio Gallicchio,
    Xiaowen Dong
    ,
    Michael M. Bronstein
    ,
    Pierre Vandergheynst
  6. Port-Hamiltonian Architectural Bias for Long-Range Propagation in Deep Graph Networks
    ICLR 2025 ·
    Simon Heilig
    ,
    Alessio Gravina
    ,
    Alessandro Trenta
    , Claudio Gallicchio,
    Davide Bacciu
  7. Continuously Deep Recurrent Neural Networks
    ECML-PKDD 2024 ·
    Andrea Ceni
    ,
    Peter Ford Dominey
    , Claudio Gallicchio,
    Alessio Micheli
    ,
    Luca Pedrelli
    ,
    Domenico Tortorella
  8. Long Range Propagation on Continuous-Time Dynamic Graphs
    ICML 2024 ·
    Alessio Gravina
    ,
    Giulio Lovisotto
    , Claudio Gallicchio,
    Davide Bacciu
    ,
    Claas Grohnfeldt
  9. Random Oscillators Network for Time Series Processing
    AISTATS 2024 ·
    Andrea Ceni
    ,
    Andrea Cossu
    ,
    Maximilian W. Stölzle
    ,
    Jingyue Liu
    ,
    Cosimo Della Santina
    ,
    Davide Bacciu
    , Claudio Gallicchio