Bianchi, Filippo Maria

9 publications

ICLR 2025 MaxCutPool: Differentiable Feature-Aware Maxcut for Pooling in Graph Neural Networks Carlo Abate, Filippo Maria Bianchi

TMLR 2025 On Time Series Clustering with Graph Neural Networks Jonas Berg Hansen, Andrea Cini, Filippo Maria Bianchi

ICML 2025 Relational Conformal Prediction for Correlated Time Series Andrea Cini, Alexander Jenkins, Danilo Mandic, Cesare Alippi, Filippo Maria Bianchi

ICML 2024 Graph-Based Forecasting with Missing Data Through Spatiotemporal Downsampling Ivan Marisca, Cesare Alippi, Filippo Maria Bianchi

AAAI 2023 Scalable Spatiotemporal Graph Neural Networks Andrea Cini, Ivan Marisca, Filippo Maria Bianchi, Cesare Alippi

NeurIPS 2023 The Expressive Power of Pooling in Graph Neural Networks Filippo Maria Bianchi, Veronica Lachi

ICML 2023 Total Variation Graph Neural Networks Jonas Berg Hansen, Filippo Maria Bianchi

NeurIPSW 2022 Scalable Spatiotemporal Graph Neural Networks Andrea Cini, Ivan Marisca, Filippo Maria Bianchi, Cesare Alippi

ICML 2020 Spectral Clustering with Graph Neural Networks for Graph Pooling Filippo Maria Bianchi, Daniele Grattarola, Cesare Alippi