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2020 – today
- 2024
[j1]Rocco Albano
, Lorenzo Giusti, Emanuele Maiorana, Patrizio Campisi:
Explainable Vision Transformers for Vein Biometric Recognition. IEEE Access 12: 60436-60446 (2024)- [c6]Francesco Ceccarelli, Lorenzo Giusti, Sean B. Holden, Pietro Liò:
Integrating Structure and Sequence: Protein Graph Embeddings via GNNs and LLMs. ICPRAM 2024: 582-593 - [c5]Lorenzo Giusti, Teodora Reu, Francesco Ceccarelli, Cristian Bodnar, Pietro Liò:
Topological Message Passing for Higher - Order and Long - Range Interactions. IJCNN 2024: 1-8 - [i8]Lorenzo Giusti:
Topological Neural Networks: Mitigating the Bottlenecks of Graph Neural Networks via Higher-Order Interactions. CoRR abs/2402.06908 (2024) - 2023
- [c4]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: 7865-7885 - [c3]Lorenzo Giusti, Claudio Battiloro, Lucia Testa, Paolo Di Lorenzo, Stefania Sardellitti, Sergio Barbarossa:
Cell Attention Networks. IJCNN 2023: 1-8 - [i7]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 abs/2302.02941 (2023) - [i6]Lorenzo Giusti, Teodora Reu, Francesco Ceccarelli, Cristian Bodnar, Pietro Liò:
CIN++: Enhancing Topological Message Passing. CoRR abs/2306.03561 (2023) - [i5]Francesco Ceccarelli, Lorenzo Giusti, Sean B. Holden, Pietro Liò:
Neural Embeddings for Protein Graphs. CoRR abs/2306.04667 (2023) - [i4]Claudio Battiloro, Lucia Testa, Lorenzo Giusti, Stefania Sardellitti, Paolo Di Lorenzo, Sergio Barbarossa:
Generalized Simplicial Attention Neural Networks. CoRR abs/2309.02138 (2023) - 2022
- [c2]Lorenzo Giusti, Josue Garcia, Steven Cozine, Darrick Suen, Christina Nguyen, Ryan Alimo:
MaRF: Representing Mars as Neural Radiance Fields. ECCV Workshops (1) 2022: 53-65 - [c1]Lorenzo Giusti, Claudio Battiloro, Paolo Di Lorenzo, Sergio Barbarossa:
Graph Convolutional Networks With Autoencoder-Based Compression And Multi-Layer Graph Learning. ICASSP 2022: 3593-3597 - [i3]Lorenzo Giusti, Claudio Battiloro, Paolo Di Lorenzo, Stefania Sardellitti, Sergio Barbarossa:
Simplicial Attention Neural Networks. CoRR abs/2203.07485 (2022) - [i2]Lorenzo Giusti, Claudio Battiloro, Lucia Testa, Paolo Di Lorenzo, Stefania Sardellitti, Sergio Barbarossa:
Cell Attention Networks. CoRR abs/2209.08179 (2022) - [i1]Lorenzo Giusti, Josue Garcia, Steven Cozine, Darrick Suen, Christina Nguyen, Ryan Alimo:
MaRF: Representing Mars as Neural Radiance Fields. CoRR abs/2212.01672 (2022)
Coauthor Index
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