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Davide Bacciu

Full Professor, University of Pisa

4 papers at NeurIPS 2025

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Poster Session 1

2 papers
Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Deferring Concept Bottleneck Models: Learning to Defer Interventions to Inaccurate Experts
#1012 · Andrea Pugnana, Riccardo Massidda, Francesco Giannini, Pietro Barbiero, Mateo Espinosa Zarlenga, Roberto Pellungrini, Gabriele Dominici, Fosca Giannotti, Davide Bacciu
SONAR: Long-Range Graph Propagation Through Information Waves
#3817 · Alessandro Trenta, Alessio Gravina, Davide Bacciu

Poster Session 5

2 papers
Friday, December 5, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Return of ChebNet: Understanding and Improving an Overlooked GNN on Long Range Tasks
#3816 Spotlight · Ali Hariri, Alvaro Arroyo, Alessio Gravina, Moshe Eliasof, Carola-Bibiane Schönlieb, Davide Bacciu, Xiaowen Dong, Kamyar Azizzadenesheli, Pierre Vandergheynst
Graph Diffusion that can Insert and Delete
#3618 · Matteo Ninniri, Marco Podda, Davide Bacciu

We develop a discrete graph diffusion denoising model that dynamically grows or shrinks a chemical graph during generation.