Claudio Gallicchio
8 papers · 2018–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🏃 Academic Marathon (7) 🐝 Cross-Pollinator (12)
🗺️
Taxonomy Completionist
(18)
Conferences
ICML (3)
AAAI (2)
ICLR (2)
AISTATS (1)
Top co-authors
Keywords
recurrent neural network
(2)
graph neural network
(2)
dynamical system
(2)
graph classification
(1)
embedding learning
(1)
sequence classification
(1)
stability analysis
(1)
message passing
(1)
time series forecasting
(1)
weight sharing
(1)
stability condition
(1)
tree structure
(1)
fixed point
(1)
edit distance
(1)
information flow
(1)
sparse network
(1)
random oscillator
(1)
chaotic time series
(1)
antisymmetric parameterization
(1)
class discrimination
(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