Lorenzo Giusti
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
11
Venues
7
Active years
2022–2025
Best venue rank
A*
Where they publish
Papers
11 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | MICCAI | The Interplay Between Explainability and Differential Privacy in Federated Healthcare. | Marc Molina Van De Bosch, Andrea Protani, Riccardo Taiello, Lorenzo Giusti, Matilde Carvalho Costa, Ioannis Stathopoulos, Efstathios P. Efstathopoulos, Diogo Reis Santos, Miguel ngel Gonzlez Ballester, Luigi Serio |
| 2025 | MICCAI | Decoder-Free Supervoxel GNN for Accurate Brain-Tumor Localization in Multi-modal MRI. | Andrea Protani, Marc Molina Van De Bosch, Lorenzo Giusti, Heloisa Barbosa Da Silva, Paolo Cacace, Albert Sund Aillet, Friedhelm Hummel, Luigi Serio |
| 2024 | HealthCom | Towards Explainable Graph Neural Networks for Neurological Evaluation on EEG Signals. | Andrea Protani, Lorenzo Giusti, Chiara Iacovelli, Albert Sund Aillet, Diogo Reis Santos, Giuseppe Reale, Aurelia Zauli, Marco Moci, Marta Garbuglia, Pierpaolo Brutti, Pietro Caliandro, Luigi Serio |
| 2024 | HealthCom | A Federated Learning Platform as a Service for Advancing Stroke Management in European Clinical Centers. | Diogo Reis Santos, Albert Sund Aillet, Antonio Boiano, Usevalad Milasheuski, Lorenzo Giusti, Marco Di Gennaro, Sanaz Kianoush, Luca Barbieri, Monica Nicoli, Michele Carminati, Alessandro E. C. Redondi, Stefano Savazzi, Luigi Serio |
| 2024 | HealthCom | Feasibility Analysis of Federated Neural Networks for Explainable Detection of Atrial Fibrillation. | Diogo Reis Santos, Andrea Protani, Lorenzo Giusti, Albert Sund Aillet, Pierpaolo Brutti, Luigi Serio |
| 2024 | IJCNN | Topological Message Passing for Higher - Order and Long - Range Interactions. | Lorenzo Giusti, Teodora Reu, Francesco Ceccarelli, Cristian Bodnar, Pietro Li |
| 2024 | ICPRAM | Integrating Structure and Sequence: Protein Graph Embeddings via GNNs and LLMs. | Francesco Ceccarelli, Lorenzo Giusti, Sean B. Holden, Pietro Li |
| 2023 | ICML | On Over-Squashing in Message Passing Neural Networks: The Impact of Width, Depth, and Topology. | Francesco Di Giovanni, Lorenzo Giusti, Federico Barbero, Giulia Luise, Pietro Lio, Michael M. Bronstein |
| 2023 | IJCNN | Cell Attention Networks. | Lorenzo Giusti, Claudio Battiloro, Lucia Testa, Paolo Di Lorenzo, Stefania Sardellitti, Sergio Barbarossa |
| 2022 | ECCV | MaRF: Representing Mars as Neural Radiance Fields. | Lorenzo Giusti, Josue Garcia, Steven Cozine, Darrick Suen, Christina Nguyen, Ryan Alimo |
| 2022 | ICASSP | Graph Convolutional Networks With Autoencoder-Based Compression And Multi-Layer Graph Learning. | Lorenzo Giusti, Claudio Battiloro, Paolo Di Lorenzo, Sergio Barbarossa |