CaregiverMatcher: graph neural networks for connecting caregivers of rare disease patients. - Filippo Guerranti; Mirco Mannino; Federica Baccini; Pietro Bongini; Niccolò Pancino; Anna Visibelli; Sara Marziali (KES, 2021)

On the Adversarial Robustness of Graph Contrastive Learning Methods. - Filippo Guerranti; Zinuo Yi; Anna Starovoit; Rafiq Kamel; Simon Geisler; Stephan Günnemann (CoRR, 2023)

SAFT: Structure-Aware Fine-Tuning of LLMs for AMR-to-Text Generation. - Rafiq Kamel; Filippo Guerranti; Simon Geisler; Stephan Günnemann (CoRR, 2025)