Alessio Gravina

Venues

Frequent coauthors

Papers

1. Graph Adaptive Autoregressive Moving Average Models
   ICML 2025 ·

   Moshe Eliasof

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2. On Oversquashing in Graph Neural Networks Through the Lens of Dynamical Systems
   AAAI 2025 · Alessio Gravina
3. On Vanishing Gradients, Over-Smoothing, and Over-Squashing in GNNs: Bridging Recurrent and Graph Learning
   NeurIPS 2025 ·

   Alvaro Arroyo

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4. Port-Hamiltonian Architectural Bias for Long-Range Propagation in Deep Graph Networks
   ICLR 2025 ·

   Simon Heilig

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5. Return of ChebNet: Understanding and Improving an Overlooked GNN on Long Range Tasks
   NeurIPS 2025 ·

   Ali Hariri

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6. SONAR: Long-Range Graph Propagation Through Information Waves
   NeurIPS 2025 ·

   Alessandro Trenta

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7. Long Range Propagation on Continuous-Time Dynamic Graphs
   ICML 2024 · Alessio Gravina
8. Temporal Graph ODEs for Irregularly-Sampled Time Series
   IJCAI 2024 · Alessio Gravina