conftrace_

Alessio Gravina

6 papers · 2023–2025 · 4 conferences · across top CS/AI conferences

Achievements

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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (9)

Conferences

ICLR (2) ICML (2) AAAI (1) IJCAI (1)

Top co-authors

Davide Bacciu (6) Claudio Gallicchio (5) Carola-Bibiane Schönlieb (2) Moshe Eliasof (2) Claas Grohnfeldt (1) Daniele Zambon (1) Simon Heilig (1) Alessandro Trenta (1) Cesare Alippi (1) Andrea Ceni (1)

Keywords

feature learning (1) graph representation learning (1) message passing (1) dynamical system (1) temporal graph (1) ordinary differential equation (1) irregular sampling (1) information flow (1) graph stream (1) graph neural network (1) antisymmetric parameterization (1)

Papers

On Oversquashing in Graph Neural Networks Through the Lens of Dynamical Systems AAAI 2025 Port-Hamiltonian Architectural Bias for Long-Range Propagation in Deep Graph Networks ICLR 2025 Graph Adaptive Autoregressive Moving Average Models ICML 2025 Long Range Propagation on Continuous-Time Dynamic Graphs ICML 2024 Temporal Graph ODEs for Irregularly-Sampled Time Series IJCAI 2024 Anti-Symmetric DGN: a stable architecture for Deep Graph Networks ICLR 2023