Andrea Cini
9 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (5) πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
π
Grand Slam
π
Keyword Champion
(3)
π₯
Unstoppable
(5)
Conferences
ICLR (2)
ICML (2)
JMLR (2)
NIPS (2)
AAAI (1)
Top co-authors
Keywords
graph neural network
(4)
spatiotemporal forecasting
(3)
node embedding
(2)
graph learning
(1)
attention mechanism
(1)
time series prediction
(1)
time series
(1)
message passing
(1)
temporal-difference learning
(1)
missing data imputation
(1)
recurrent neural network
(1)
weighted estimator
(1)
bias reduction
(1)
score-based learning
(1)
overestimation bia
(1)
spatiotemporal graph
(1)
sparse observation
(1)
scalable architecture
(1)
randomized recurrent neural network
(1)
temporal dynamics
(1)
Papers
Relational Conformal Prediction for Correlated Time Series
ICML 2025
Graph-based Virtual Sensing from Sparse and Partial Multivariate Observations
ICLR 2024
Graph-based Time Series Clustering for End-to-End Hierarchical Forecasting
ICML 2024
Sparse Graph Learning from Spatiotemporal Time Series
JMLR 2023
Taming Local Effects in Graph-based Spatiotemporal Forecasting
NIPS 2023
Scalable Spatiotemporal Graph Neural Networks
AAAI 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
NIPS 2022
Gaussian Approximation for Bias Reduction in Q-Learning
JMLR 2021