Alessandro Bicciato

According to our database, Alessandro Bicciato authored at least 8 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Graph Kernel Neural Networks.

Luca Cosmo, Giorgia Minello, Alessandro Bicciato, Michael M. Bronstein, Emanuele Rodolà, Luca Rossi, Andrea Torsello

IEEE Trans. Neural Networks Learn. Syst., April, 2025

Generating Graphs via Spectral Diffusion.

Giorgia Minello, Alessandro Bicciato, Luca Rossi, Andrea Torsello, Luca Cosmo

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

GNN-LoFI: A novel graph neural network through localized feature-based histogram intersection.

Alessandro Bicciato, Luca Cosmo, Giorgia Minello, Luca Rossi, Andrea Torsello

Pattern Recognit., April, 2024

Graph Generation via Spectral Diffusion.

Giorgia Minello, Alessandro Bicciato, Luca Rossi, Andrea Torsello, Luca Cosmo

CoRR, 2024

LESI-GNN: An Interpretable Graph Neural Network Based on Local Structures Embedding.

Giorgia Minello, Lingfeng Zhang, Alessandro Bicciato, Luca Rossi, Andrea Torsello, Luca Cosmo

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2024

Mixture of Variational Graph Autoencoders.

Alessandro Bicciato, Edwin R. Hancock, Richard C. Wilson, Andrea Torsello

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2024

2022

Classifying Me Softly: A Novel Graph Neural Network Based on Features Soft-Alignment.

Alessandro Bicciato, Luca Cosmo, Giorgia Minello, Luca Rossi, Andrea Torsello

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2022

GAMS: Graph Augmentation with Module Swapping.

Alessandro Bicciato, Andrea Torsello

Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods, 2022