Fabrizio Silvestri | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
Attention-likelihood relationship in transformers	International Conference on Learning Representations	2023
Sheaf Hypergraph Networks	Proceedings of the Thirty-seventh Conference on Neural Information Processing Systems - NeurIPS 2023	2023
A graph neural network-based model with Out-of-Distribution Robustness for enhancing Antiretroviral Therapy Outcome Prediction for HIV-1		2023
Combining Distance to Class Centroids and Outlier Discounting for Improved Learning with Noisy Labels		2023
Fauno: The Italian Large Language Model that will leave you senza parole!	IIR 2023	2023
Multimodal Neural Databases	Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval	2023
Graph Learning for Exploratory Query Suggestions in an Instant Search System	Proceedings of the 32nd ACM International Conference on Information and Knowledge Management	2023
Concept Distillation in Graph Neural Networks	World Conference on Explainable Artificial Intelligence	2023
RRAML: Reinforced Retrieval Augmented Machine Learning		2023
Prompt-to-OS (P2OS): Revolutionizing Operating Systems and Human-Computer Interaction with Integrated AI Generative Models	Proceedings of the 2023 IEEE 5th International Conference on Cognitive Machine Intelligence (CogMI)	2023
Preserving Integrity in Online Social Networks	COMMUNICATIONS OF THE ACM	2022
CF-GNNExplainer: Counterfactual Explanations for Graph Neural Networks	The 25th International Conference on Artificial Intelligence and Statistics	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
Explain the Explainer: Interpreting Model-Agnostic Counterfactual Explanations of a Deep Reinforcement Learning Agent	IEEE TRANSACTIONS ON ARTIFICIAL INTELLIGENCE	2022
ReLAX: Reinforcement Learning Agent Explainer for Arbitrary Predictive Models	International Conference on Information and Knowledge Management, Proceedings	2022
Editorial: Human-Interpretable Machine Learning	FRONTIERS IN BIG DATA	2022
FbMultiLingMisinfo: Challenging Large-Scale Multilingual Benchmark for Misinformation Detection	2022 International Joint Conference on Neural Networks (IJCNN)	2022
Detecting and Understanding Harmful Memes: A Survey	Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence	2022
A Survey on Multimodal Disinformation Detection	Proceedings of the 29th International Conference on Computational Linguistics	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

ERC

PE6_7
PE6_10
PE6_11

KET

Big data & computing

Keywords

machine learning

Information Retrieval

Artificial Intelligence (AI)

Databases

Natural Language Processing

Digital libraries,Semantic Web

Progetti di Ricerca

FedSSL: Federated Self-supervised Learning with applications to Automatic Health Diagnosis.