Andrea Cini
9 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird 🏆 Grand Slam
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Deep Learning
(8)
Architectures
(8)
Machine Learning
(7)
Core Methods
(6)
Data Science & Analytics
(3)
Methods · Data Science & Analytics
(3)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Core AI
(1)
Learning Types
(1)
Methods · Reinforcement Learning
(1)
Keywords
graph neural network
(6)
spatiotemporal forecasting
(3)
node embedding
(2)
message passing
(2)
graph learning
(1)
attention mechanism
(1)
temporal dynamics
(1)
time series
(1)
function approximation
(1)
time series prediction
(1)
graph-based clustering
(1)
quantile regression
(1)
time series forecasting
(1)
hierarchical structure
(1)
missing data imputation
(1)
multivariate time series
(1)
recurrent neural network
(1)
graph representation
(1)
prediction interval
(1)
probabilistic inference
(1)
Papers
Relational Conformal Prediction for Correlated Time Series
ICML 2025
Graph-based Time Series Clustering for End-to-End Hierarchical Forecasting
ICML 2024
Graph-based Virtual Sensing from Sparse and Partial Multivariate Observations
ICLR 2024
Scalable Spatiotemporal Graph Neural Networks
AAAI 2023
Sparse Graph Learning from Spatiotemporal Time Series
JMLR 2023
Taming Local Effects in Graph-based Spatiotemporal Forecasting
NeurIPS 2023
Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks
ICLR 2022
Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations
NeurIPS 2022
Gaussian Approximation for Bias Reduction in Q-Learning
JMLR 2021