Alessio Gravina

8 papers at tracked venues · 7 at CORE A* · active 2024–2025

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Venues

NeurIPS ×3 ICML ×2 AAAI ×1 ICLR ×1 IJCAI ×1

Frequent coauthors

Davide Bacciu

×7

Claudio Gallicchio

×5

Moshe Eliasof

×3

Carola-Bibiane Schönlieb

×3

Alvaro Arroyo

×2

Xiaowen Dong

×2

Pierre Vandergheynst

×2

Alessandro Trenta

×2

Andrea Ceni

×1

Benjamin Gutteridge

×1

Federico Barbero

×1

Michael M. Bronstein

×1

Papers

Graph Adaptive Autoregressive Moving Average Models
ICML 2025 ·
Moshe Eliasof
, Alessio Gravina,
Andrea Ceni
,
Claudio Gallicchio
,
Davide Bacciu
,
Carola-Bibiane Schönlieb
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
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
Port-Hamiltonian Architectural Bias for Long-Range Propagation in Deep Graph Networks
ICLR 2025 ·
Simon Heilig
, Alessio Gravina,
Alessandro Trenta
,
Claudio Gallicchio
,
Davide Bacciu
Return of ChebNet: Understanding and Improving an Overlooked GNN on Long Range Tasks
NeurIPS 2025 ·
Ali Hariri
,
Alvaro Arroyo
, Alessio Gravina,
Moshe Eliasof
,
Carola-Bibiane Schönlieb
,
Davide Bacciu
,
Xiaowen Dong
,
Kamyar Azizzadenesheli
,
Pierre Vandergheynst
SONAR: Long-Range Graph Propagation Through Information Waves
NeurIPS 2025 ·
Alessandro Trenta
, Alessio Gravina,
Davide Bacciu
Long Range Propagation on Continuous-Time Dynamic Graphs
ICML 2024 · Alessio Gravina,
Giulio Lovisotto
,
Claudio Gallicchio
,
Davide Bacciu
,
Claas Grohnfeldt
Temporal Graph ODEs for Irregularly-Sampled Time Series
IJCAI 2024 · Alessio Gravina,
Daniele Zambon
,
Davide Bacciu
,
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