Skip to content
conftrace_

Ivan Marisca

5 papers · 2022–2024 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓
๐ŸŒ Conference Polyglot ยท Bronze ๐ŸŒ‰ Interdisciplinary Bridge ยท Bronze ๐Ÿฃ Hot Topic Early Bird ๐Ÿ† Grand Slam

Venues

NeurIPS (2) AAAI (1) ICLR (1) ICML (1)

Top co-authors

Cesare Alippi (5) Andrea Cini (4) Filippo Maria Bianchi (2) Daniele Zambon (1)

Research topics

Deep Learning (5) Architectures (5) Machine Learning (3) Core Methods (3) Data Science & Analytics (2) Methods (2) Artificial Intelligence (1) Core AI (1) Learning Types (1)

Keywords

graph neural network (5) attention mechanism (2) node embedding (2) spatiotemporal forecasting (2) message passing (2) recurrent neural network (1) missing data (1) spatio-temporal representation (1) spatio-temporal graph (1) sparse observation (1) scalable architecture (1) randomized recurrent neural network (1) spatiotemporal time series (1) spatio temporal (1) down-sampling (1) temporal dynamics (1) forecasts (1) time series prediction (1) time series (1) multivariate time series (1)

Papers

Graph-based Forecasting with Missing Data through Spatiotemporal Downsampling ICML 2024 Scalable Spatiotemporal Graph Neural Networks AAAI 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