Lorenzo Giusti

30 papers A* 1B 2C 4Misc 1Journal 18Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Decoder-Free Supervoxel GNN for Accurate Brain-Tumor Localization in Multi-Modal MRI. CoRR Andrea Protani, Marc Molina Van De Bosch, Lorenzo Giusti, Heloisa Barbosa Da Silva, Paolo Cacace, Albert Sund Aillet, Miguel Ángel González Ballester, Friedhelm Hummel, Luigi Serio
2026	J	`jnl`	Learning Resilient Elections with Adversarial GNNs. CoRR Hao Xiang Li, Yash Shah, Lorenzo Giusti
2025	J	`jnl`	A Secure and Trustworthy Federated Learning Platform as a Service Model for Stroke Management in European Clinical Centers. IEEE Access Diogo Reis Santos, Albert Sund Aillet, Antonio Boiano, Marco Di Gennaro, Riccardo Taiello, Usevalad Milasheuski, Lorenzo Giusti, Matilde Carvalho Costa, Mattia Brambilla, Paolo Cacace, Rodrigo Lopes de Almeida, Simone Buranti, Alessandro E. C. Redondi, Michele Carminati, Monica Nicoli, Sanaz Kianoush, Stefano Savazzi, Stefano Zanero, Luigi Serio
2025	—	`conf`	Decoder-Free Supervoxel GNN for Accurate Brain-Tumor Localization in Multi-modal MRI. GRAIL/RIME@MICCAI Andrea Protani, Marc Molina Van De Bosch, Lorenzo Giusti, Heloisa Barbosa Da Silva, Paolo Cacace, Albert Sund Aillet, Friedhelm Hummel, Luigi Serio
2025	—	`conf`	Federated GNNs for EEG-Based Stroke Assessment. UniReps Andrea Protani, Lorenzo Giusti, Albert Sund Aillet, Simona Sacco, Paolo Manganotti, Lucio Marinelli, Diogo Reis Santos, Pierpaolo Brutti, Pietro Caliandro, Luigi Serio
2025	J	`jnl`	Federation of Agents: A Semantics-Aware Communication Fabric for Large-Scale Agentic AI. CoRR Lorenzo Giusti, Ole Anton Werner, Riccardo Taiello, Matilde Carvalho Costa, Emre Tosun, Andrea Protani, Marc Molina, Rodrigo Lopes de Almeida, Paolo Cacace, Diogo Reis Santos, Luigi Serio
2025	—	`conf`	The Interplay Between Explainability and Differential Privacy in Federated Healthcare. BRIDGE/DeCaF@MICCAI Marc Molina Van De Bosch, Andrea Protani, Riccardo Taiello, Lorenzo Giusti, Matilde Carvalho Costa, Ioannis Stathopoulos, Efstathios P. Efstathopoulos, Diogo Reis Santos, Miguel Ángel González Ballester, Luigi Serio
2024	C	`conf`	A Federated Learning Platform as a Service for Advancing Stroke Management in European Clinical Centers. HealthCom 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	J	`jnl`	A Federated Learning Platform as a Service for Advancing Stroke Management in European Clinical Centers. CoRR 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	J	`jnl`	Explainable Vision Transformers for Vein Biometric Recognition. IEEE Access Rocco Albano, Lorenzo Giusti, Emanuele Maiorana, Patrizio Campisi
2024	C	`conf`	Feasibility Analysis of Federated Neural Networks for Explainable Detection of Atrial Fibrillation. HealthCom Diogo Reis Santos, Andrea Protani, Lorenzo Giusti, Albert Sund Aillet, Pierpaolo Brutti, Luigi Serio
2024	J	`jnl`	Feasibility Analysis of Federated Neural Networks for Explainable Detection of Atrial Fibrillation. CoRR Diogo Reis Santos, Andrea Protani, Lorenzo Giusti, Albert Sund Aillet, Pierpaolo Brutti, Luigi Serio
2024	J	`jnl`	Federated GNNs for EEG-Based Stroke Assessment. CoRR Andrea Protani, Lorenzo Giusti, Albert Sund Aillet, Simona Sacco, Paolo Manganotti, Lucio Marinelli, Diogo Reis Santos, Pierpaolo Brutti, Pietro Caliandro, Luigi Serio
2024	J	`jnl`	Generalized Simplicial Attention Neural Networks. IEEE Trans. Signal Inf. Process. over Networks Claudio Battiloro, Lucia Testa, Lorenzo Giusti, Stefania Sardellitti, Paolo Di Lorenzo, Sergio Barbarossa
2024	C	`conf`	Integrating Structure and Sequence: Protein Graph Embeddings via GNNs and LLMs. ICPRAM Francesco Ceccarelli, Lorenzo Giusti, Sean B. Holden, Pietro Liò
2024	B	`conf`	Topological Message Passing for Higher - Order and Long - Range Interactions. IJCNN Lorenzo Giusti, Teodora Reu, Francesco Ceccarelli, Cristian Bodnar, Pietro Liò
2024	J	`jnl`	Topological Neural Networks: Mitigating the Bottlenecks of Graph Neural Networks via Higher-Order Interactions. CoRR Lorenzo Giusti
2024	C	`conf`	Towards Explainable Graph Neural Networks for Neurological Evaluation on EEG Signals. HealthCom 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	J	`jnl`	Towards Explainable Graph Neural Networks for Neurological Evaluation on EEG Signals. CoRR 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
2023	J	`jnl`	CIN++: Enhancing Topological Message Passing. CoRR Lorenzo Giusti, Teodora Reu, Francesco Ceccarelli, Cristian Bodnar, Pietro Liò
2023	B	`conf`	Cell Attention Networks. IJCNN Lorenzo Giusti, Claudio Battiloro, Lucia Testa, Paolo Di Lorenzo, Stefania Sardellitti, Sergio Barbarossa
2023	J	`jnl`	Generalized Simplicial Attention Neural Networks. CoRR Claudio Battiloro, Lucia Testa, Lorenzo Giusti, Stefania Sardellitti, Paolo Di Lorenzo, Sergio Barbarossa
2023	J	`jnl`	Neural Embeddings for Protein Graphs. CoRR Francesco Ceccarelli, Lorenzo Giusti, Sean B. Holden, Pietro Liò
2023	A*	`conf`	On Over-Squashing in Message Passing Neural Networks: The Impact of Width, Depth, and Topology. ICML Francesco Di Giovanni, Lorenzo Giusti, Federico Barbero, Giulia Luise, Pietro Lio, Michael M. Bronstein
2023	J	`jnl`	On Over-Squashing in Message Passing Neural Networks: The Impact of Width, Depth, and Topology. CoRR Francesco Di Giovanni, Lorenzo Giusti, Federico Barbero, Giulia Luise, Pietro Lio', Michael M. Bronstein
2022	J	`jnl`	Cell Attention Networks. CoRR Lorenzo Giusti, Claudio Battiloro, Lucia Testa, Paolo Di Lorenzo, Stefania Sardellitti, Sergio Barbarossa
2022	Misc	`conf`	Graph Convolutional Networks With Autoencoder-Based Compression And Multi-Layer Graph Learning. ICASSP Lorenzo Giusti, Claudio Battiloro, Paolo Di Lorenzo, Sergio Barbarossa
2022	—	`conf`	MaRF: Representing Mars as Neural Radiance Fields. ECCV Workshops (1) Lorenzo Giusti, Josue Garcia, Steven Cozine, Darrick Suen, Christina Nguyen, Ryan Alimo
2022	J	`jnl`	MaRF: Representing Mars as Neural Radiance Fields. CoRR Lorenzo Giusti, Josue Garcia, Steven Cozine, Darrick Suen, Christina Nguyen, Ryan Alimo
2022	J	`jnl`	Simplicial Attention Neural Networks. CoRR Lorenzo Giusti, Claudio Battiloro, Paolo Di Lorenzo, Stefania Sardellitti, Sergio Barbarossa