Lorenzo Giusti

According to our database¹, Lorenzo Giusti authored at least 10 papers between 2022 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

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2024

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

[BibT_eX]

[DOI]

Lorenzo Giusti

CoRR, 2024

Integrating Structure and Sequence: Protein Graph Embeddings via GNNs and LLMs.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024

2023

Generalized Simplicial Attention Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2023

Neural Embeddings for Protein Graphs.

[BibT_eX]

[DOI]

CoRR, 2023

CIN++: Enhancing Topological Message Passing.

[BibT_eX]

[DOI]

CoRR, 2023

Cell Attention Networks.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Francesco Di Giovanni

Proceedings of the International Conference on Machine Learning, 2023

2022

Simplicial Attention Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2022

Graph Convolutional Networks With Autoencoder-Based Compression And Multi-Layer Graph Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

MaRF: Representing Mars as Neural Radiance Fields.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Lorenzo Giusti

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