Federico Siciliano | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
Adversarial Data Poisoning for Fake News Detection: How to Make a Model Misclassify a Target News Without Modifying it	Machine Learning and Principles and Practice of Knowledge Discovery in Databases	2025
Investigating the Robustness of Sequential Recommender Systems Against Training Data Perturbations	ECIR 2024: Advances in Information Retrieval	2024
The Power of Noise: Redefining Retrieval for RAG Systems	SIGIR '24: Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval	2024
Rethinking Relevance: How Noise and Distractors Impact Retrieval-Augmented Generation	Proceedings of the 14th Italian Information Retrieval Workshop (IIR 2024)	2024
Mitigating Extreme Cold Start in Graph-based RecSys through Re-ranking	CIKM '24: Proceedings of the 33rd ACM International Conference on Information and Knowledge Management	2024
Consistent Counterfactual Explanations via Anomaly Control and Data Coherence	IEEE TRANSACTIONS ON ARTIFICIAL INTELLIGENCE	2024
The CAESAR Project for the ASI Space Weather Infrastructure	REMOTE SENSING	2023
Deep active learning for misinformation detection using geometric deep learning	ONLINE SOCIAL NETWORKS AND MEDIA	2023
A Data-Driven Approach to Refine Predictions of Differentiated Thyroid Cancer Outcomes: A Prospective Multicenter Study	THE JOURNAL OF CLINICAL ENDOCRINOLOGY AND METABOLISM	2023
Leveraging Inter-Rater Agreement for Classification in the Presence of Noisy Labels	2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)	2023
Integrating Item Relevance in Training Loss for Sequential Recommender Systems	RecSys '23: Proceedings of the 17th ACM Conference on Recommender Systems	2023
A graph neural network-based model with Out-of-Distribution Robustness for enhancing Antiretroviral Therapy Outcome Prediction for HIV-1		2023
Concept Distillation in Graph Neural Networks	World Conference on Explainable Artificial Intelligence	2023
RRAML: Reinforced Retrieval Augmented Machine Learning		2023
Comparing long short-term memory and convolutional neural networks in {SYM}-H index forecasting	EGU22	2022
NEWRON: A New Generalization of the Artificial Neuron to Enhance the Interpretability of Neural Networks	2022 International Joint Conference on Neural Networks (IJCNN)	2022
FbMultiLingMisinfo: Challenging Large-Scale Multilingual Benchmark for Misinformation Detection	2022 International Joint Conference on Neural Networks (IJCNN)	2022
FbMultiLingMisinfo: Challenging Large-Scale Multilingual Benchmark for Misinformation Detection	International Joint Conference on Neural Networks, {IJCNN} 2022, Padua, Italy, July 18-23, 2022	2022
Leveraging Deep Learning models to assess the temporal validity of Emotional Text Mining procedures	JADT 2022 Proceedings: 16th International Conference on Statistical Analysis of Textual Data	2022
Forecasting SYM‐H Index: A Comparison Between Long Short‐Term Memory and Convolutional Neural Networks	SPACE WEATHER	2021

Progetti di Ricerca

New interpretable generalisation of neural networks structure