Per Year

19 publications / 2019–2025 / Andrea Agiollo

2025 • 2024 • 2023 • 2022 • 2021 • 2019

Large language models as oracles for instantiating ontologies with domain-specific knowledge (Knowledge-Based Systems) — Giovanni Ciatto, Andrea Agiollo, Matteo Magnini, Andrea Omicini

1 publication / 2025 • top • index • bottom

Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature Review (ACM Computing Surveys) — Giovanni Ciatto, Federico Sabbatini, Andrea Agiollo, Matteo Magnini, Andrea Omicini
From Large Language Models to Small Logic Programs: Building Global Explanations from Disagreeing Local Post-hoc Explainers (Autonomous Agents and Multi-Agent Systems) — Andrea Agiollo, Luciano Cavalcante Siebert, Pradeep Kumar Murukannaiah, Andrea Omicini
Anonymous Federated Learning via Named-Data Networking (Future Generation Computer Systems) — Andrea Agiollo, Enkeleda Bardhi, Mauro Conti, Nicolò Dal Fabbro, Riccardo Lazzeretti
EneA-FL: Energy-aware Orchestration for Serverless Federated Learning (Future Generation Computer Systems) — Andrea Agiollo, Paolo Bellavista, Matteo Mendula, Andrea Omicini
An Empirical Study on the Robustness of Knowledge Injection Techniques Against Data Degradation (WOA 2024) — Andrea Rafanelli, Matteo Magnini, Andrea Agiollo, Giovanni Ciatto, Andrea Omicini
Approximating Memorization Using Loss Surface Geometry for Dataset Pruning and Summarization (KDD 2024) — Andrea Agiollo, Young In Kim, Rajiv Khanna

6 publications / 2024 • top • index • bottom

GNN4IFA: Interest Flooding Attack Detection With Graph Neural Networks (EuroS&P 2023) — Andrea Agiollo, Enkeleda Bardhi, Mauro Conti, Riccardo Lazzeretti, Eleonora Losiouk, Andrea Omicini
Measuring Trustworthiness in Neuro-Symbolic Integration (FedCSIS 2023) — Andrea Agiollo, Andrea Omicini
Peer-Reviewed Federated Learning (WOA 2023) — Mattia Passeri, Andrea Agiollo, Andrea Omicini
The Quarrel of Local Post-hoc Explainers for Moral Values Classification in Natural Language Processing (EXTRAAMAS 2023@AAMAS 2023) — Andrea Agiollo, Luciano C. Siebert, Pradeep K. Murukannaiah, Andrea Omicini
Symbolic Knowledge Injection meets Intelligent Agents: QoS metrics and experiments (Autonomous Agents and Multi-Agent Systems) — Andrea Agiollo, Andrea Rafanelli, Matteo Magnini, Giovanni Ciatto, Andrea Omicini

5 publications / 2023 • top • index • bottom

Towards Quality-of-Service Metrics for Symbolic Knowledge Injection (WOA 2022) — Andrea Agiollo, Andrea Rafanelli, Andrea Omicini
GNN2GNN: Graph Neural Networks to Generate Neural Networks (UAI 2022) — Andrea Agiollo, Andrea Omicini

2 publications / 2022 • top • index • bottom

Shallow2Deep: Restraining Neural Networks Opacity through Neural Architecture Search (EXTRAAMAS 2021@AAMAS 2021) — Andrea Agiollo, Giovanni Ciatto, Andrea Omicini
Load Classification: A Case Study for Applying Neural Networks in Hyper-Constrained Embedded Devices (Applied Sciences) — Andrea Agiollo, Andrea Omicini
DETONAR: Detection of Routing Attacks in RPL-based IoT (article in journal) — Andrea Agiollo, Mauro Conti, Pallavi Kaliyar, TsungNan Lin, Luca Pajola
Graph Neural Networks as the Copula Mundi between Logic and Machine Learning: A Roadmap (WOA 2021) — Andrea Agiollo, Giovanni Ciatto, Andrea Omicini

4 publications / 2021 • top • index • bottom

Region Merging Driven by Deep Learning for RGB-D Segmentation and Labeling (paper in proceedings) — Umberto Michieli, Maria Camporese, Andrea Agiollo, Giampaolo Pagnutti, Pietro Zanuttigh

1 publication / 2019 • top • index • bottom

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