Francesco Ferrini

11 papers Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Rethinking GNNs and Missing Features: Challenges, Evaluation and a Robust Solution.
CoRR
Francesco Ferrini, Veronica Lachi, Antonio Longa, Bruno Lepri, Akiyoshi Matono, Andrea Passerini, Xin Liu, Manfred Jaeger
2025 J jnl
A Self-Explainable Heterogeneous GNN for Relational Deep Learning.
Trans. Mach. Learn. Res.
Francesco Ferrini, Antonio Longa, Andrea Passerini, Manfred Jaeger
2025 J jnl
Bridging Theory and Practice in Link Representation with Graph Neural Networks.
CoRR
Veronica Lachi, Francesco Ferrini, Antonio Longa, Bruno Lepri, Andrea Passerini, Manfred Jaeger
2025 J jnl
GNNs Meet Sequence Models Along the Shortest-Path: an Expressive Method for Link Prediction.
CoRR
Francesco Ferrini, Veronica Lachi, Antonio Longa, Bruno Lepri, Andrea Passerini
2024 J jnl
A Self-Explainable Heterogeneous GNN for Relational Deep Learning.
CoRR
Francesco Ferrini, Antonio Longa, Andrea Passerini, Manfred Jaeger
2024 — conf
A Simple and Expressive Graph Neural Network Based Method for Structural Link Representation.
GRaM
Veronica Lachi, Francesco Ferrini, Antonio Longa, Bruno Lepri, Andrea Passerini
2023 — conf
Meta-Path Learning for Multi-Relational Graph Neural Networks.
LoG
Francesco Ferrini, Antonio Longa, Andrea Passerini, Manfred Jaeger
2023 J jnl
Meta-Path Learning for Multi-relational Graph Neural Networks.
CoRR
Francesco Ferrini, Antonio Longa, Andrea Passerini, Manfred Jaeger
2021 J jnl
Energy-Efficient Inference on the Edge Exploiting TinyML Capabilities for UAVs.
CoRR
Wamiq Raza, Anas Osman, Francesco Ferrini, Francesco G. B. De Natale
2016 — conf
Automated 3D immunofluorescence analysis of Dorsal Root Ganglia for the investigation of neural circuit alterations: a preliminary study.
FedCSIS (Position Papers)
Santa Di Cataldo, Simone Tonti, Elisa Ciglieri, Francesco Ferrini, Enrico Macii, Elisa Ficarra, Chiara Salio
2010 J jnl
Evaluation of Three Electronic Noses for Detecting Incipient Wood Decay.
Sensors
Manuela Baietto, Alphus D. Wilson, Daniele Bassi, Francesco Ferrini