Claudio Gallicchio
8 papers · 2018–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird
🏆
Keyword Champion
Venues
Top co-authors
Research topics
Keywords
graph neural network
(3)
message passing
(3)
recurrent neural network
(2)
dynamical system
(2)
ordinary differential equation
(2)
permutation equivariance
(1)
graph representation
(1)
feature learning
(1)
time series forecasting
(1)
embedding learning
(1)
weight sharing
(1)
stability condition
(1)
tree structure
(1)
stability analysis
(1)
fixed point
(1)
sequence classification
(1)
gradient vanishing
(1)
edit distance
(1)
graph classification
(1)
metric learning
(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
Random Oscillators Network for Time Series Processing
AISTATS 2024
Anti-Symmetric DGN: a stable architecture for Deep Graph Networks
ICLR 2023
Fast and Deep Graph Neural Networks
AAAI 2020
Tree Edit Distance Learning via Adaptive Symbol Embeddings
ICML 2018