Ivan Marisca
5 papers · 2022–2024 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)
🏆
Grand Slam
Conferences
NIPS (2)
AAAI (1)
ICLR (1)
ICML (1)
Keywords
graph neural network
(3)
node embedding
(2)
spatiotemporal forecasting
(2)
time series
(1)
message passing
(1)
missing data imputation
(1)
recurrent neural network
(1)
spatiotemporal graph
(1)
sparse observation
(1)
scalable architecture
(1)
randomized recurrent neural network
(1)
temporal dynamics
(1)
spatiotemporal time series
(1)
attention mechanism
(1)
time series prediction
(1)
Papers
Graph-based Forecasting with Missing Data through Spatiotemporal Downsampling
ICML 2024
Taming Local Effects in Graph-based Spatiotemporal Forecasting
NIPS 2023
Scalable Spatiotemporal Graph Neural Networks
AAAI 2023
Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations
NIPS 2022
Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks
ICLR 2022