Andrea Agiollo

According to our database, Andrea Agiollo authored at least 19 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

From large language models to small logic programs: building global explanations from disagreeing local post-hoc explainers.

Andrea Agiollo, Luciano Cavalcante Siebert, Pradeep K. Murukannaiah, Andrea Omicini

Auton. Agents Multi Agent Syst., December, 2024

Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature Review.

Giovanni Ciatto, Federico Sabbatini, Andrea Agiollo, Matteo Magnini, Andrea Omicini

ACM Comput. Surv., June, 2024

Anonymous Federated Learning via Named-Data Networking.

Andrea Agiollo, Enkeleda Bardhi, Mauro Conti, Nicolò Dal Fabbro, Riccardo Lazzeretti

Future Gener. Comput. Syst., March, 2024

EneA-FL: Energy-aware orchestration for serverless federated learning.

Andrea Agiollo, Paolo Bellavista, Matteo Mendula, Andrea Omicini

Future Gener. Comput. Syst., 2024

Large language models as oracles for instantiating ontologies with domain-specific knowledge.

Giovanni Ciatto, Andrea Agiollo, Matteo Magnini, Andrea Omicini

CoRR, 2024

An Empirical Study on the Robustness of Knowledge Injection Techniques Against Data Degradation.

Andrea Rafanelli, Matteo Magnini, Andrea Agiollo, Giovanni Ciatto, Andrea Omicini

Proceedings of the 25th Workshop "From Objects to Agents", 2024

Approximating Memorization Using Loss Surface Geometry for Dataset Pruning and Summarization.

Andrea Agiollo, Young In Kim, Rajiv Khanna

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023

Symbolic knowledge injection meets intelligent agents: QoS metrics and experiments.

Andrea Agiollo, Andrea Rafanelli, Matteo Magnini, Giovanni Ciatto, Andrea Omicini

Auton. Agents Multi Agent Syst., October, 2023

Peer-Reviewed Federated Learning.

Mattia Passeri, Andrea Agiollo, Andrea Omicini

Proceedings of the 24th Workshop "From Objects to Agents", 2023

Measuring Trustworthiness in Neuro-Symbolic Integration.

Andrea Agiollo, Andrea Omicini

Proceedings of the 18th Conference on Computer Science and Intelligence Systems, 2023

The Quarrel of Local Post-hoc Explainers for Moral Values Classification in Natural Language Processing.

Andrea Agiollo, Luciano Cavalcante Siebert, Pradeep Kumar Murukannaiah, Andrea Omicini

Proceedings of the Explainable and Transparent AI and Multi-Agent Systems, 2023

GNN4IFA: Interest Flooding Attack Detection With Graph Neural Networks.

Andrea Agiollo, Enkeleda Bardhi, Mauro Conti, Riccardo Lazzeretti, Eleonora Losiouk, Andrea Omicini

Proceedings of the 8th IEEE European Symposium on Security and Privacy, 2023

DETONAR-Light: An IoT Network Intrusion Detection Using DETONAR without a Sniffer Network.

Victoria Bull, Niclas Finne, Andrea Agiollo, Pallavi Kaliyar, Luca Pajola, Thiemo Voigt, Mauro Conti

Proceedings of the Computer Security. ESORICS 2023 International Workshops, 2023

2022

Towards quality-of-service metrics for symbolic knowledge injection.

Andrea Agiollo, Andrea Rafanelli, Andrea Omicini

Proceedings of the 23rd Workshop "From Objects to Agents", 2022

GNN2GNN: Graph neural networks to generate neural networks.

Andrea Agiollo, Andrea Omicini

Proceedings of the Uncertainty in Artificial Intelligence, 2022

2021

DETONAR: Detection of Routing Attacks in RPL-Based IoT.

Andrea Agiollo, Mauro Conti, Pallavi Kaliyar, Tsung-Nan Lin, Luca Pajola

IEEE Trans. Netw. Serv. Manag., 2021

Graph Neural Networks as the Copula Mundi between Logic and Machine Learning: a Roadmap.

Andrea Agiollo, Giovanni Ciatto, Andrea Omicini

Proceedings of the 22nd Workshop "From Objects to Agents", 2021

Shallow2Deep: Restraining Neural Networks Opacity Through Neural Architecture Search.

Andrea Agiollo, Giovanni Ciatto, Andrea Omicini

Proceedings of the Explainable and Transparent AI and Multi-Agent Systems, 2021

2019

Region Merging Driven by Deep Learning for RGB-D Segmentation and Labeling.

Umberto Michieli, Maria Camporese, Andrea Agiollo, Giampaolo Pagnutti, Pietro Zanuttigh

Proceedings of the 13th International Conference on Distributed Smart Cameras, 2019