| The power of noise: Redefining retrieval for rag systems F Cuconasu, G Trappolini, F Siciliano, S Filice, C Campagnano, Y Maarek, ... Proceedings of the 47th International ACM SIGIR Conference on Research and …, 2024 | 88 | 2024 |
| Forecasting SYM‐H Index: A Comparison Between Long Short‐Term Memory and Convolutional Neural Networks F Siciliano, G Consolini, R Tozzi, M Gentili, F Giannattasio, P De Michelis Space Weather 19 (2), e2020SW002589, 2021 | 49 | 2021 |
| Concept Distillation in Graph Neural Networks LC Magister, P Barbiero, D Kazhdan, F Siciliano, G Ciravegna, F Silvestri, ... World Conference on Explainable Artificial Intelligence, 233-255, 2023 | 30* | 2023 |
| A data-driven approach to refine predictions of differentiated thyroid cancer outcomes: a prospective multicenter study G Grani, M Gentili, F Siciliano, D Albano, V Zilioli, S Morelli, E Puxeddu, ... The Journal of Clinical Endocrinology & Metabolism 108 (8), 1921-1928, 2023 | 17 | 2023 |
| FbMultiLingMisinfo: Challenging Large-Scale Multilingual Benchmark for Misinformation Detection G Barnabò, F Siciliano, C Castillo, S Leonardi, P Nakov, ... 2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022 | 14 | 2022 |
| Leveraging Inter-Rater Agreement for Classification in the Presence of Noisy Labels MS Bucarelli, L Cassano, F Siciliano, A Mantrach, F Silvestri Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 13 | 2023 |
| RRAML: Reinforced Retrieval Augmented Machine Learning A Bacciu, F Cuconasu, F Siciliano, F Silvestri, N Tonellotto, G Trappolini CEUR WORKSHOP PROCEEDINGS 3537, 29--37, 2023 | 10 | 2023 |
| Deep active learning for misinformation detection using geometric deep learning G Barnabò, F Siciliano, C Castillo, S Leonardi, P Nakov, ... Online Social Networks and Media 33, 100244, 2023 | 10 | 2023 |
| Newron: a new generalization of the artificial neuron to enhance the interpretability of neural networks F Siciliano, MS Bucarelli, G Tolomei, F Silvestri 2022 International Joint Conference on Neural Networks (IJCNN), 01-17, 2022 | 10 | 2022 |
| Investigating the Robustness of Sequential Recommender Systems Against Training Data Perturbations F Betello, F Siciliano, P Mishra, F Silvestri European Conference on Information Retrieval, 205-220, 2024 | 9* | 2024 |
| Integrating Item Relevance in Training Loss for Sequential Recommender Systems F Siciliano, A Bacciu, N Tonellotto, F Silvestri Proceedings of the 17th ACM Conference on Recommender Systems, 1114–1119, 2023 | 9 | 2023 |
| The CAESAR Project for the ASI Space Weather Infrastructure M Laurenza, D Del Moro, T Alberti, R Battiston, S Benella, F Benvenuto, ... Remote Sensing 15 (2), 346, 2023 | 8 | 2023 |
| A Reproducible Analysis of Sequential Recommender Systems F Betello, A Purificato, F Siciliano, G Trappolini, A Bacciu, N Tonellotto, ... arXiv preprint arXiv:2408.03873, 2024 | 3 | 2024 |
| IR-RAG@ SIGIR24: Information Retrieval's Role in RAG Systems F Petroni, F Siciliano, F Silvestri, G Trappolini Proceedings of the 47th International ACM SIGIR Conference on Research and …, 2024 | 3 | 2024 |
| Human-in-the-Loop Personalized Counterfactual Recourse C Abrate, F Siciliano, F Bonchi, F Silvestri World Conference on Explainable Artificial Intelligence, 18-38, 2024 | 2 | 2024 |
| Sheaf4Rec: Sheaf Neural Networks for Graph-based Recommender Systems A Purificato, G Cassarà, F Siciliano, P Liò, F Silvestri arXiv preprint arXiv:2304.09097, 2023 | 2 | 2023 |
| A graph neural network-based model with Out-of-Distribution Robustness for enhancing Antiretroviral Therapy Outcome Prediction for HIV-1 G Di Teodoro, F Siciliano, V Guarrasi, AM Vandamme, V Ghisetti, ... arXiv preprint arXiv:2312.17506, 2023 | 1 | 2023 |
| Adversarial Data Poisoning for Fake News Detection: How to Make a Model Misclassify a Target News without Modifying It F Siciliano, L Maiano, L Papa, F Baccini, I Amerini, F Silvestri arXiv preprint arXiv:2312.15228, 2023 | 1 | 2023 |
| Leveraging Deep Learning models to assess the temporal validity of Emotional Text Mining procedures F Greco, A Polli, F Siciliano JADT 2022 Proceedings: 16th International Conference on Statistical Analysis …, 2022 | 1 | 2022 |
| Consistent Counterfactual Explanations via Anomaly Control and Data Coherence M Movin, F Siciliano, R Ferreira, F Silvestri, G Tolomei IEEE Transactions on Artificial Intelligence, 2024 | | 2024 |
Fabrizio SilvestriSapienza, University of RomeVerified email at uniroma1.it
