Lorenzo Giusti

According to our database1, Lorenzo Giusti authored at least 16 papers between 2022 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

2022
2023
2024
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Legend:

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In proceedings 
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Links

On csauthors.net:

Bibliography

2024
Generalized Simplicial Attention Neural Networks.
IEEE Trans. Signal Inf. Process. over Networks, 2024

Federated GNNs for EEG-Based Stroke Assessment.
CoRR, 2024

Feasibility Analysis of Federated Neural Networks for Explainable Detection of Atrial Fibrillation.
CoRR, 2024

A Federated Learning Platform as a Service for Advancing Stroke Management in European Clinical Centers.
CoRR, 2024

Towards Explainable Graph Neural Networks for Neurological Evaluation on EEG Signals.
CoRR, 2024

Topological Neural Networks: Mitigating the Bottlenecks of Graph Neural Networks via Higher-Order Interactions.
CoRR, 2024

Explainable Vision Transformers for Vein Biometric Recognition.
IEEE Access, 2024

Topological Message Passing for Higher - Order and Long - Range Interactions.
Proceedings of the International Joint Conference on Neural Networks, 2024

Integrating Structure and Sequence: Protein Graph Embeddings via GNNs and LLMs.
Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024

2023
Neural Embeddings for Protein Graphs.
CoRR, 2023

CIN++: Enhancing Topological Message Passing.
CoRR, 2023

Cell Attention Networks.
Proceedings of the International Joint Conference on Neural Networks, 2023

On Over-Squashing in Message Passing Neural Networks: The Impact of Width, Depth, and Topology.
Proceedings of the International Conference on Machine Learning, 2023

2022
Simplicial Attention Neural Networks.
CoRR, 2022

Graph Convolutional Networks With Autoencoder-Based Compression And Multi-Layer Graph Learning.
Proceedings of the IEEE International Conference on Acoustics, 2022

MaRF: Representing Mars as Neural Radiance Fields.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022


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