Antonio Longa
Francesco ferrini,
Veronica Lachi,
Antonio Longa,
Bruno Lepri,
Akiyoshi Matono,
Andrea Passerini
et al.:
Rethinking GNNs and Missing Features: Challenges, Evaluation and a Robust Solution
Proceedings of Machine Learning Research (PMLR) 2026 ARKIV
Lorenzo Epifani,
Antonio Longa,
Alessandro Falcetta,
Filippo Maria Bianchi,
Manuel Roveri
:
When Low Error Misses Events: Training and Evaluating Sparse Time-Series Forecasters
Communications in Computer and Information Science (CCIS) 2026 ARKIV
Vincenzo Marco de Luca,
Antonio Longa,
Giovanna Varni,
Andrea Passerini
:
Actionable Real-Time Modeling of Surgical Team Dynamics via Time-Expanded Interaction Graphs
Antonio Longa,
Marco Rossi,
Francesca Soldan,
Ramon Zambetti,
Andrea Cazzaniga,
Andrea Passerini
:
Fast and accurate node-level hosting capacity estimation in distribution networks using graph neural networks
francesco ferrini,
Veronica Lachi,
Antonio Longa,
bruno lepri,
Matono Akiyoshi,
andrea passerini
et al.:
learning on graph with missing node features
14. Jul 2026 ARKIV
Francesco Ferrini,
Veronica Lachi,
Antonio Longa,
cesare barbera,
andrea pugnana,
andrea passerini
et al.:
On the Global and Local Calibration of Graph Neural Networks
2026 ARKIV
Taraneh Younesian,
Steve Azzolin,
Antonio Longa,
Francesco Ferrini,
Vincenzo Marco De Luca,
Stefano Teso
:
Overcoming Shortcut Learning in Graph Neural Networks through Active Explanation Guidance
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