Per anno
19
presentazioni
/
2021–2024
/
Andrea Agiollo
- We Were Deep in NeSy When LLM Happened (invitata, Large and Small Language Models: stato dell’arte fra limiti e prospettive) — Andrea Omicini (Andrea Omicini, Andrea Agiollo, Giovanni Ciatto, Matteo Magnini)
- Approximating Memorization Using Loss Surface Geometry for Dataset Pruning and Summarization (presentazione, KDD 2024) — Andrea Agiollo (Andrea Agiollo, Kim Young In, Rajiv Khanna)
- An Empirical Study on the Robustness of Knowledge Injection Techniques Against Data Degradation (presentazione, WOA 2024) — Andrea Agiollo (Andrea Rafanelli, Matteo Magnini, Andrea Agiollo, Giovanni Ciatto, Andrea Omicini)
- Embedding AI into Constrained Devices: A Multi-Faceted Approach (dottorato) — Andrea Agiollo (Andrea Agiollo)
- ML-BDI Agents: Vision and Survey (progetto, ENGINES Kick-off Meeting) — Andrea Agiollo (Andrea Agiollo)
- Large Language Models as Oracles for Instantiating Ontologies with Domain-Specific Knowledge (progetto, ENGINES Kick-off Meeting) — Giovanni Ciatto (Giovanni Ciatto, Andrea Agiollo, Matteo Magnini, Andrea Omicini)
- Peer-Reviewed Federated Learning (presentazione, WOA 2023) — Andrea Omicini (Mattia Passeri, Andrea Agiollo, Andrea Omicini)
- Measuring Trustworthiness in Neuro-Symbolic Integration (invitata, FedCSIS 2023) — Andrea Omicini (Andrea Omicini, Andrea Agiollo)
- GNN4IFA: Interest Flooding Attack Detection With Graph Neural Networks (presentazione, EuroS&P 2023) — Andrea Agiollo, Enkeleda Bardhi (Andrea Agiollo, Enkeleda Bardhi, Mauro Conti, Riccardo Lazzeretti, Eleonora Losiouk, Andrea Omicini)
- The Quarrel of Local Post-hoc Explainers for Moral Values Classification in Natural Language Processing (presentazione, EXTRAAMAS 2023@AAMAS 2023) — Andrea Agiollo (Andrea Agiollo, Luciano C. Siebert, Pradeep K. Murukannaiah, Andrea Omicini)
- Resource-Friendly Artificial Intelligence (seminario) — Andrea Agiollo (Andrea Agiollo)
- Towards Quality-of-Service Metrics for Symbolic Knowledge Injection (presentazione, WOA 2022) — Andrea Rafanelli (Andrea Agiollo, Andrea Rafanelli, Andrea Omicini)
- GNN2GNN: Graph Neural Networks to Generate Neural Networks (poster, UAI 2022) — Andrea Agiollo (Andrea Agiollo, Andrea Omicini)
- GNN2GNN: Graph Neural Networks to Generate Neural Networks (presentazione, UAI 2022) — Andrea Agiollo (Andrea Agiollo, Andrea Omicini)
- Embedding Artificial Intelligence into Constrained Devices (presentazione, PhD 1st-year report) — Andrea Agiollo (Andrea Agiollo)
- Graph Neural Networks as the Copula Mundi between Logic and Machine Learning: a Roadmap (presentazione, WOA 2021) — Andrea Agiollo (Andrea Agiollo, Giovanni Ciatto, Andrea Omicini)
- Shallow2Deep: Restraining Neural Networks Opacity through Neural Architecture Search (presentazione, EXTRAAMAS 2021@AAMAS 2021) — Andrea Agiollo (Andrea Agiollo, Giovanni Ciatto, Andrea Omicini)
- Graph Neural Networks - Theory & Applications (interna, Internal Seminar) — Andrea Agiollo (Andrea Agiollo)
- Artificial Intelligence in Embedded Environments (altro tipo, PhD Review - The Research Hub by Electrolux Professional) — Andrea Agiollo (Andrea Agiollo)
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