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Podda, Marco
6 publications
MLJ
2025
Bridging XAI and Spectral Analysis to Investigate the Inductive Biases of Deep Graph Networks
Michele Fontanesi
,
Alessio Micheli
,
Marco Podda
,
Domenico Tortorella
MLJ
2025
Efficient Quantification on Large-Scale Networks
Alessio Micheli
,
Alejandro Moreo
,
Marco Podda
,
Fabrizio Sebastiani
,
William Simoni
,
Domenico Tortorella
NeurIPS
2025
Graph Diffusion That Can Insert and Delete
Matteo Ninniri
,
Marco Podda
,
Davide Bacciu
ECML-PKDD
2024
Classifier-Free Graph Diffusion for Molecular Property Targeting
Matteo Ninniri
,
Marco Podda
,
Davide Bacciu
AISTATS
2020
A Deep Generative Model for Fragment-Based Molecule Generation
Marco Podda
,
Davide Bacciu
,
Alessio Micheli
ICLR
2020
A Fair Comparison of Graph Neural Networks for Graph Classification
Federico Errica
,
Marco Podda
,
Davide Bacciu
,
Alessio Micheli