Alessio Gravina
6 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
Top co-authors
Research topics
Keywords
ordinary differential equation
(3)
message passing
(3)
graph neural network
(2)
permutation equivariance
(1)
dynamical system
(1)
gradient vanishing
(1)
temporal graph
(1)
irregular sampling
(1)
information flow
(1)
graph stream
(1)
long-range dependencies
(1)
spatio-temporal information
(1)
neural network
(1)
antisymmetric parameterization
(1)
continuous-time dynamic graph
(1)
long-range modeling
(1)
port-hamiltonian system
(1)
deep graph network
(1)
information conservation
(1)
long-range propagation
(1)
Papers
Graph Adaptive Autoregressive Moving Average Models
ICML 2025
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
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