A two-stage GAN for high-resolution retinal image generation and segmentation P Andreini, G Ciano, S Bonechi, C Graziani, V Lachi, A Mecocci, A Sodi, ... Electronics 11 (1), 60, 2021 | 51 | 2021 |
Graph neural networks for temporal graphs: State of the art, open challenges, and opportunities A Longa, V Lachi, G Santin, M Bianchini, B Lepri, P Lio, F Scarselli, ... arXiv preprint arXiv:2302.01018, 2023 | 45 | 2023 |
The expressive power of pooling in graph neural networks FM Bianchi, V Lachi Advances in neural information processing systems 36, 2024 | 22 | 2024 |
A mixed statistical and machine learning approach for the analysis of multimodal trail making test data N Pancino, C Graziani, V Lachi, ML Sampoli, E Ștefǎnescu, M Bianchini, ... Mathematics 9 (24), 3159, 2021 | 7 | 2021 |
Weisfeiler–Lehman goes dynamic: An analysis of the expressive power of graph neural networks for attributed and dynamic graphs S Beddar-Wiesing, GA D’Inverno, C Graziani, V Lachi, A Moallemy-Oureh, ... Neural Networks 173, 106213, 2024 | 5 | 2024 |
Impact of the covid 19 outbreaks on the italian twitter vaccination debat: a network based analysis V Lachi, GM Dimitri, A Di Stefano, P Liò, M Bianchini, C Mocenni arXiv preprint arXiv:2306.02838, 2023 | 5 | 2023 |
A neural network approach for the analysis of reproducible ribo–seq profiles G Giacomini, C Graziani, V Lachi, P Bongini, N Pancino, M Bianchini, ... Algorithms 15 (8), 274, 2022 | 5 | 2022 |
Temporal Graph Processing and Pooling in Graph Neural Networks V Lachi Università degli Studi di Siena, 2024 | | 2024 |
Point-Wise Ribosome Translation Speed Prediction with Recurrent Neural Networks P Bongini, N Pancino, V Lachi, C Graziani, G Giacomini, P Andreini, ... Mathematics 12 (3), 465, 2024 | | 2024 |
Graph Pooling Provably Improves Expressivity V Lachi, A Moallemy-Oureh, A Roth, P Welke NeurIPS 2023 Workshop: New Frontiers in Graph Learning, 2023 | | 2023 |
Multi-stage Synthetic Image Generation for the Semantic Segmentation of Medical Images P Andreini, S Bonechi, G Ciano, C Graziani, V Lachi, N Nikoloulopoulou, ... Artificial Intelligence and Machine Learning for Healthcare: Vol. 1: Image …, 2022 | | 2022 |
Blinking Rate Comparison Between Patients with Chronic Pain and Parkinson's Disease E Stefanescu, N Pancino, C Graziani, V Lachi, M Sampoli, G Dimitri, ... EUROPEAN JOURNAL OF NEUROLOGY 29, 669-669, 2022 | | 2022 |
A Simple and Expressive Graph Neural Network Based Method for Structural Link Representation V Lachi, F Ferrini, A Longa, B Lepri, A Passerini ICML 2024 Workshop on Geometry-grounded Representation Learning and …, 0 | | |
On the Extension of the Weisfeiler-Lehman Hierarchy by WL Tests for Arbitrary Graphs S Beddar-Wiesing, GA D'Inverno, C Graziani, V Lachi, A Moallemy-Oureh 18th International Workshop on Mining and Learning with Graphs, 0 | | |