Andrea Giuseppe Di Francesco

According to our database, Andrea Giuseppe Di Francesco authored at least 9 papers between 2024 and 2026.

Collaborative distances:

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

2026

A Standardized Framework For Evaluating Gene Expression Generative Models.

Andrea Rubbi, Andrea Giuseppe Di Francesco, Mohammad Lotfollahi, Pietro Liò

CoRR, March, 2026

Retrieval-Augmented Generation for Predicting Cellular Responses to Gene Perturbation.

Andrea Giuseppe Di Francesco, Andrea Rubbi, Pietro Liò

CoRR, March, 2026

2025

Early-Exit Graph Neural Networks.

Andrea Giuseppe Di Francesco, Maria Sofia Bucarelli, Franco Maria Nardini, Raffaele Perego, Nicola Tonellotto, Fabrizio Silvestri

CoRR, May, 2025

IJCNN 2025 Competition: Learning with Noisy Graph Labels.

Farooq Ahmad Wani, Maria Sofia Bucarelli, Giulia Di Teodoro, Andrea Giuseppe Di Francesco

Proceedings of the International Joint Conference on Neural Networks, 2025

GATSY: Graph Attention Network for Music Artist Similarity.

Andrea Giuseppe Di Francesco, Giuliano Giampietro, Indro Spinelli, Danilo Comminiello

Proceedings of the International Joint Conference on Neural Networks, 2025

Link Prediction with Physics-Inspired Graph Neural Networks.

Andrea Giuseppe Di Francesco, Francesco Caso, Maria Sofia Bucarelli, Fabrizio Silvestri

Proceedings of the International Joint Conference on Neural Networks, 2025

2024

Robustness of Graph Classification: failure modes, causes, and noise-resistant loss in Graph Neural Networks.

Farooq Ahmad Wani, Maria Sofia Bucarelli, Andrea Giuseppe Di Francesco, Oleksandr Pryymak, Fabrizio Silvestri

CoRR, 2024

Graph Neural Re-Ranking via Corpus Graph.

Andrea Giuseppe Di Francesco, Christian Giannetti, Nicola Tonellotto, Fabrizio Silvestri

CoRR, 2024

Link Prediction under Heterophily: A Physics-Inspired Graph Neural Network Approach.

Andrea Giuseppe Di Francesco, Francesco Caso, Maria Sofia Bucarelli, Fabrizio Silvestri

CoRR, 2024