Daniele Zambon
8 papers · 2020–2025 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (16) π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold
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Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
Venues
Top co-authors
Research topics
Machine Learning
(8)
Deep Learning
(7)
Architectures
(7)
Optimization & Theory
(5)
Core Methods
(4)
Artificial Intelligence
(1)
Computer Science
(1)
Data Science & Analytics
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Core AI
(1)
Foundations
(1)
Mathematics
(1)
Methods
(1)
Keywords
graph neural network
(5)
spatiotemporal forecasting
(2)
node embedding
(2)
graph representation learning
(1)
time series
(1)
message passing
(1)
time series prediction
(1)
distance preservation
(1)
distance metric
(1)
ordinary differential equation
(1)
random feature
(1)
graph isomorphism
(1)
temporal graph
(1)
graph embedding
(1)
graph representation
(1)
kernel function
(1)
graph distance
(1)
partial observation
(1)
irregular sampling
(1)
graph learning
(1)
Papers
Learning Latent Graph Structures and their Uncertainty
ICML 2025
Graph-based Virtual Sensing from Sparse and Partial Multivariate Observations
ICLR 2024
Temporal Graph ODEs for Irregularly-Sampled Time Series
IJCAI 2024
Sparse Graph Learning from Spatiotemporal Time Series
JMLR 2023
Taming Local Effects in Graph-based Spatiotemporal Forecasting
NeurIPS 2023
AZ-whiteness test: a test for signal uncorrelation on spatio-temporal graphs
NeurIPS 2022
Graph Edit Networks
ICLR 2021
Graph Random Neural Features for Distance-Preserving Graph Representations
ICML 2020