FbMultiLingMisinfo: Challenging Large-Scale Multilingual Benchmark for Misinformation Detection. - Giorgio Barnabò; Federico Siciliano; Carlos Castillo 001; Stefano Leonardi 001; Preslav Nakov; Giovanni Da San Martino; Fabrizio Silvestri (IJCNN, 2022)

NEWRON: A New Generalization of the Artificial Neuron to Enhance the Interpretability of Neural Networks. - Federico Siciliano; Maria Sofia Bucarelli; Gabriele Tolomei; Fabrizio Silvestri (IJCNN, 2022)

Encoding Concepts in Graph Neural Networks. - Lucie Charlotte Magister; Pietro Barbiero; Dmitry Kazhdan; Federico Siciliano; Gabriele Ciravegna; Fabrizio Silvestri; Pietro Liò; Mateja Jamnik (CoRR, 2022)

RRAML: Reinforced Retrieval Augmented Machine Learning. - Andrea Bacciu; Florin Cuconasu; Federico Siciliano; Fabrizio Silvestri; Nicola Tonellotto; Giovanni Trappolini (DP@AI*IA, 2023)

Leveraging Inter-Rater Agreement for Classification in the Presence of Noisy Labels. - Maria Sofia Bucarelli; Lucas Cassano; Federico Siciliano; Amin Mantrach; Fabrizio Silvestri (CVPR, 2023)

Adversarial Data Poisoning for Fake News Detection: How to Make a Model Misclassify a Target News Without Modifying it. - Federico Siciliano; Luca Maiano; Lorenzo Papa; Federica Baccini; Irene Amerini; Fabrizio Silvestri (PKDD/ECML Workshops (2), 2023)

Integrating Item Relevance in Training Loss for Sequential Recommender Systems. - Andrea Bacciu; Federico Siciliano; Nicola Tonellotto; Fabrizio Silvestri (RecSys, 2023)

Concept Distillation in Graph Neural Networks. - Lucie Charlotte Magister; Pietro Barbiero; Dmitry Kazhdan; Federico Siciliano; Gabriele Ciravegna; Fabrizio Silvestri; Mateja Jamnik; Pietro Liò (xAI (3), 2023)

Investigating the Robustness of Sequential Recommender Systems Against Training Data Perturbations: an Empirical Study. - Filippo Betello; Federico Siciliano; Pushkar Mishra; Fabrizio Silvestri (CoRR, 2023)

Deep active learning for misinformation detection using geometric deep learning. - Giorgio Barnabò; Federico Siciliano; Carlos Castillo 001; Stefano Leonardi 001; Preslav Nakov; Giovanni Da San Martino; Fabrizio Silvestri (Online Soc. Networks Media, 2023)

The CAESAR Project for the ASI Space Weather Infrastructure. - Monica Laurenza; Dario Del Moro; Tommaso Alberti; Roberto Battiston; Simone Benella; Federico Benvenuto; Francesco Berrilli; Igor Bertello; Bruna Bertucci; Lorenzo Biasiotti; Cristina Campi; Vincenzo Carbone; et al. (Remote. Sens., 2023)

Mitigating Extreme Cold Start in Graph-based RecSys through Re-ranking. - Alessandro Sbandi; Federico Siciliano; Fabrizio Silvestri (CIKM, 2024)

Investigating the Robustness of Sequential Recommender Systems Against Training Data Perturbations. - Filippo Betello; Federico Siciliano; Pushkar Mishra; Fabrizio Silvestri (ECIR (2), 2024)

Finite Rank-Biased Overlap (FRBO): A New Measure for Stability in Sequential Recommender Systems. - Filippo Betello; Federico Siciliano; Pushkar Mishra; Fabrizio Silvestri (IIR, 2024)

Rethinking Relevance: How Noise and Distractors Impact Retrieval-Augmented Generation. - Florin Cuconasu; Giovanni Trappolini; Federico Siciliano; Simone Filice; Cesare Campagnano; Yoelle Maarek; Nicola Tonellotto; Fabrizio Silvestri (IIR, 2024)

RobustRecSys @ RecSys2024: Design, Evaluation and Deployment of Robust Recommender Systems. - Valerio Guarrasi; Federico Siciliano; Fabrizio Silvestri (RecSys, 2024)

Robust Solutions for Ranking Variability in Recommender Systems. - Bonifacio Marco Francomano; Federico Siciliano; Fabrizio Silvestri (RobustRecSys@RecSys, 2024)

Robust Training of Sequential Recommender Systems with Missing Input Data. - Federico Siciliano; Shoval Lagziel; Iftah Gamzu; Gabriele Tolomei (RobustRecSys@RecSys, 2024)

The Power of Noise: Redefining Retrieval for RAG Systems. - Florin Cuconasu; Giovanni Trappolini; Federico Siciliano; Simone Filice; Cesare Campagnano; Yoelle Maarek; Nicola Tonellotto; Fabrizio Silvestri (SIGIR, 2024)

IR-RAG @ SIGIR24: Information Retrieval's Role in RAG Systems. - Fabio Petroni; Federico Siciliano; Fabrizio Silvestri; Giovanni Trappolini (SIGIR, 2024)

Human-in-the-Loop Personalized Counterfactual Recourse. - Carlo Abrate; Federico Siciliano; Francesco Bonchi; Fabrizio Silvestri (xAI (3), 2024)

A Theoretical Analysis of Recommendation Loss Functions under Negative Sampling. - Giulia Di Teodoro; Federico Siciliano; Nicola Tonellotto; Fabrizio Silvestri (CoRR, 2024)

Static Pruning in Dense Retrieval using Matrix Decomposition. - Federico Siciliano; Francesca Pezzuti; Nicola Tonellotto; Fabrizio Silvestri (CoRR, 2024)

Report on the 1st Workshop on Information Retrieval's Role in RAG Systems (IR-RAG 2024) at SIGIR 2024. - Fabio Petroni; Federico Siciliano; Fabrizio Silvestri; Giovanni Trappolini (SIGIR Forum, 2024)

IR-RAG @SIGIR25: The Second Edition of the Workshop on Information Retrieval's Role in RAG Systems. - Negar Arabzadeh; Ziheng Chen; Fabio Petroni; Federico Siciliano; Fabrizio Silvestri; Giovanni Trappolini (SIGIR, 2025)

A Reproducible Analysis of Sequential Recommender Systems. - Filippo Betello; Antonio Purificato; Federico Siciliano; Giovanni Trappolini; Andrea Bacciu; Nicola Tonellotto; Fabrizio Silvestri (IEEE Access, 2025)

Quantized Auto Encoder-Based Anomaly Detection for Multivariate Time Series Data in 5G Networks. - Giovanni Trappolini; Antonio Purificato; Federico Siciliano; Luigi D'Addona; Anna Maria Spagnolo; Domenico Dato; Fabrizio Silvestri (IEEE Access, 2025)

A graph neural network-based model with out-of-distribution robustness for enhancing antiretroviral therapy outcome prediction for HIV-1. - Giulia Di Teodoro; Federico Siciliano; Valerio Guarrasi; Anne-Mieke Vandamme; Valeria Ghisetti; Anders Sönnerborg; Maurizio Zazzi; Fabrizio Silvestri; Laura Palagi (Comput. Medical Imaging Graph., 2025)

Consistent Counterfactual Explanations via Anomaly Control and Data Coherence. - Maria Movin; Federico Siciliano; Rui Ferreira; Fabrizio Silvestri; Gabriele Tolomei (IEEE Trans. Artif. Intell., 2025)

A Systematic Replicability and Comparative Study of BSARec and SASRec for Sequential Recommendation. - Chiara D'Ercoli; Giulia Di Teodoro; Federico Siciliano (CoRR, 2025)