SPERDUTI, ALESSANDRO
SPERDUTI, ALESSANDRO
Dipartimento di Matematica "Tullio Levi-Civita" - DM
D4: Distance diffusion for a truly equivariant molecular design
2026 Cognolato, Samuel; Rigoni, Davide; Ballarini, Marco; Serafini, Luciano; Moro, Stefano; Sperduti, Alessandro
Local Learning with Boosting-based Backpropagation-Free Graph Neural Networks
2026 Pasa, Luca; Frazzetto, Paolo; Navarin, Nicolo; Sperduti, Alessandro
MolVE: An Open-Source Web Platform for Visualizing and Evaluating AI-Designed Molecules to Aid in Prioritization
2026 Rigoni, Davide; Sperduti, Alessandro; Moro, Stefano
On the application of neural networks for structured domains to fMRI data
2026 Donghi, Giovanni; Pasa, Luca; De Filippo De Grazia, Michele; Testolin, Alberto; Zorzi, Marco; Sperduti, Alessandro; Navarin, Nicolò
Enhancing door-to-door waste collection forecasting through ML
2025 Pasa, L.; Angelini, G.; Ballarin, M.; Fedrizzi, P.; Sperduti, A.
Graph Neural Networks for Candidate-Job Matching: An Inductive Learning Approach
2025 Frazzetto, Paolo; Haq, Muhammad Uzair Ul; Fabris, Flavia; Sperduti, Alessandro
Green design in living and bedroom spaces: exploring environmental restorativeness and affective qualities of spaces
2025 Bellini, Silvia; Miola, Laura; Sperduti, Alessandro; Caccaro, Alessia; Pinton, Enrico; Graffeo, Monica; Pazzaglia, Francesca
RGCVAE: relational graph conditioned variational autoencoder for molecule design
2025 Rigoni, D.; Navarin, N.; Sperduti, A.
A unified framework for backpropagation-free soft and hard gated graph neural networks
2024 Pasa, Luca; Navarin, Nicolo; Erb, Wolfgang; Sperduti, Alessandro
Empowering Simple Graph Convolutional Networks
2024 Pasa, L; Navarin, N; Erb, W; Sperduti, A
Investigating over-parameterized randomized graph networks
2024 Donghi, G.; Pasa, L.; Oneto, L.; Gallicchio, C.; Micheli, A.; Anguita, D.; Sperduti, A.; Navarin, N.
Object search by a concept-conditioned object detector
2024 Rigoni, D.; Serafini, L.; Sperduti, A.
TumFlow: An AI Model for Predicting New Anticancer Molecules
2024 Rigoni, Davide; Yaddehige, Sachithra; Bianchi, Nicoletta; Sperduti, Alessandro; Moro, Stefano; Taccioli, Cristian
Aligning and linking entity mentions in image, text, and knowledge base
2022 Dost, S.; Serafini, L.; Rospocher, M.; Ballan, L.; Sperduti, A.
Towards learning trustworthily, automatically, and with guarantees on graphs: An overview
2022 Oneto, L.; Navarin, N.; Biggio, B.; Errica, F.; Micheli, A.; Scarselli, F.; Bianchini, M.; Demetrio, L.; Bongini, P.; Tacchella, A.; Sperduti, A.
Author Correction: Suppression of a SARS-CoV-2 outbreak in the Italian municipality of Vo’ (Nature, (2020), 584, 7821, (425-429), 10.1038/s41586-020-2488-1)
2021 Lavezzo, E.; Franchin, E.; Ciavarella, C.; Cuomo-Dannenburg, G.; Barzon, L.; Del Vecchio, C.; Rossi, L.; Manganelli, R.; Loregian, A.; Navarin, N.; Abate, D.; Sciro, M.; Merigliano, S.; De Canale, E.; Vanuzzo, M. C.; Besutti, V.; Saluzzo, F.; Onelia, F.; Pacenti, M.; Parisi, S. G.; Carretta, G.; Donato, D.; Flor, L.; Cocchio, S.; Masi, G.; Sperduti, A.; Cattarino, L.; Salvador, R.; Nicoletti, M.; Caldart, F.; Castelli, G.; Nieddu, E.; Labella, B.; Fava, L.; Drigo, M.; Gaythorpe, K. A. M.; Ainslie, K. E. C.; Baguelin, M.; Bhatt, S.; Boonyasiri, A.; Boyd, O.; Coupland, H. L.; Cucunuba, Z.; Djafaara, B. A.; van Elsland, S. L.; Fitzjohn, R.; Flaxman, S.; Green, W. D.; Hallett, T.; Hamlet, A.; Haw, D.; Imai, N.; Jeffrey, B.; Knock, E.; Laydon, D. J.; Mellan, T.; Mishra, S.; Nedjati-Gilani, G.; Nouvellet, P.; Okell, L. C.; Parag, K. V.; Riley, S.; Thompson, H. A.; Unwin, H. J. T.; Verity, R.; Vollmer, M. A. C.; Walker, P. G. T.; Walters, C. E.; Wang, H.; Wang, Y.; Watson, O. J.; Whittaker, C.; Whittles, L. K.; Xi, X.; Brazzale, A. R.; Toppo, S.; Trevisan, M.; Baldo, V.; Donnelly, C. A.; Ferguson, N. M.; Dorigatti, I.; Crisanti, A.
Encoding-based memory for recurrent neural networks
2021 Carta, A.; Sperduti, A.; Bacciu, D.
Multiresolution Reservoir Graph Neural Network
2021 Pasa, L.; Navarin, N.; Sperduti, A.
Polynomial-based graph convolutional neural networks for graph classification
2021 Pasa, L.; Navarin, N.; Sperduti, A.
A framework for the definition of complex structured feature spaces
2020 Navarin, N.; Tran, V. D.; Sperduti, A.