Lorenzo Giusti

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 13

Top Topics

Message Passing

Tertiary Structure

Top Venues

ECCV Workshops (1)

Publications

Lorenzo Giusti
Topological Neural Networks: Mitigating the Bottlenecks of Graph Neural Networks via Higher-Order Interactions. CoRR (2024)
Francesco Ceccarelli, Lorenzo Giusti, Sean B. Holden, Pietro Liò
Integrating Structure and Sequence: Protein Graph Embeddings via GNNs and LLMs. ICPRAM (2024)
Lorenzo Giusti, Teodora Reu, Francesco Ceccarelli, Cristian Bodnar, Pietro Liò
CIN++: Enhancing Topological Message Passing. CoRR (2023)
Francesco Di Giovanni, Lorenzo Giusti, Federico Barbero, Giulia Luise, Pietro Lio, Michael M. Bronstein
On Over-Squashing in Message Passing Neural Networks: The Impact of Width, Depth, and Topology. ICML (2023)
Claudio Battiloro, Lucia Testa, Lorenzo Giusti, Stefania Sardellitti, Paolo Di Lorenzo, Sergio Barbarossa
Generalized Simplicial Attention Neural Networks. CoRR (2023)
Francesco Ceccarelli, Lorenzo Giusti, Sean B. Holden, Pietro Liò
Neural Embeddings for Protein Graphs. CoRR (2023)
Francesco Di Giovanni, Lorenzo Giusti, Federico Barbero, Giulia Luise, Pietro Lio', Michael M. Bronstein
On Over-Squashing in Message Passing Neural Networks: The Impact of Width, Depth, and Topology. CoRR (2023)
Lorenzo Giusti, Claudio Battiloro, Lucia Testa, Paolo Di Lorenzo, Stefania Sardellitti, Sergio Barbarossa
Cell Attention Networks. IJCNN (2023)
Lorenzo Giusti, Claudio Battiloro, Lucia Testa, Paolo Di Lorenzo, Stefania Sardellitti, Sergio Barbarossa
Cell Attention Networks. CoRR (2022)
Lorenzo Giusti, Claudio Battiloro, Paolo Di Lorenzo, Stefania Sardellitti, Sergio Barbarossa
Simplicial Attention Neural Networks. CoRR (2022)
Lorenzo Giusti, Claudio Battiloro, Paolo Di Lorenzo, Sergio Barbarossa
Graph Convolutional Networks With Autoencoder-Based Compression And Multi-Layer Graph Learning. ICASSP (2022)
Lorenzo Giusti, Josue Garcia, Steven Cozine, Darrick Suen, Christina Nguyen, Ryan Alimo
MaRF: Representing Mars as Neural Radiance Fields. ECCV Workshops (1) (2022)
Lorenzo Giusti, Josue Garcia, Steven Cozine, Darrick Suen, Christina Nguyen, Ryan Alimo
MaRF: Representing Mars as Neural Radiance Fields. CoRR (2022)