Francesco Ferrini

According to our database, Francesco Ferrini authored at least 9 papers between 2010 and 2026.

Collaborative distances:

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

2026

Rethinking GNNs and Missing Features: Challenges, Evaluation and a Robust Solution.

Francesco Ferrini, Veronica Lachi, Antonio Longa, Bruno Lepri, Akiyoshi Matono, Andrea Passerini, Xin Liu, Manfred Jaeger

CoRR, January, 2026

2025

GNNs Meet Sequence Models Along the Shortest-Path: an Expressive Method for Link Prediction.

Francesco Ferrini, Veronica Lachi, Antonio Longa, Bruno Lepri, Andrea Passerini

CoRR, July, 2025

A Self-Explainable Heterogeneous GNN for Relational Deep Learning.

Francesco Ferrini, Antonio Longa, Andrea Passerini, Manfred Jaeger

Trans. Mach. Learn. Res., 2025

Bridging Theory and Practice in Link Representation with Graph Neural Networks.

Veronica Lachi, Francesco Ferrini, Antonio Longa, Bruno Lepri, Andrea Passerini, Manfred Jaeger

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

A Simple and Expressive Graph Neural Network Based Method for Structural Link Representation.

Veronica Lachi, Francesco Ferrini, Antonio Longa, Bruno Lepri, Andrea Passerini

Proceedings of the Geometry-grounded Representation Learning and Generative Modeling Workshop (GRaM) at ICML 2024, 2024

2023

Meta-Path Learning for Multi-Relational Graph Neural Networks.

Francesco Ferrini, Antonio Longa, Andrea Passerini, Manfred Jaeger

Proceedings of the Learning on Graphs Conference, 27-30 November 2023, Virtual Event., 2023

2021

Energy-Efficient Inference on the Edge Exploiting TinyML Capabilities for UAVs.

Wamiq Raza, Anas Osman, Francesco Ferrini, Francesco G. B. De Natale

CoRR, 2021

2016

Automated 3D immunofluorescence analysis of Dorsal Root Ganglia for the investigation of neural circuit alterations: a preliminary study.

Santa Di Cataldo, Simone Tonti, Elisa Ciglieri, Francesco Ferrini, Enrico Macii, Elisa Ficarra, Chiara Salio

Proceedings of the Position Papers of the 2016 Federated Conference on Computer Science and Information Systems, 2016

2010

Evaluation of Three Electronic Noses for Detecting Incipient Wood Decay.

Manuela Baietto, Alphus D. Wilson, Daniele Bassi, Francesco Ferrini

Sensors, 2010