Per Sort

20 talks / Matteo Magnini

talks • invited talks • seminars • lectures • tutorials • project presentations • poster presentations

talks

AGE-ML: Agentic Architecture for Data-Centric AutoML (ADBIS 2026, 29/09/2026) — Matteo Francia (Mattia Matteini, Matteo Magnini, Matteo Francia, Giovanni Ciatto, Andrea Omicini)
Enforcing Fairness via Constraint Injection with FaUCI (AEQUITAS 2024, 20/10/2024) — Matteo Magnini (Matteo Magnini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini)
An Empirical Study on the Robustness of Knowledge Injection Techniques Against Data Degradation (WOA 2024, 09/07/2024) — Andrea Agiollo (Andrea Rafanelli, Matteo Magnini, Andrea Agiollo, Giovanni Ciatto, Andrea Omicini)
Actively Learning Ontologies from LLMs: First Results (DL 2024, 20/06/2024) — Matteo Magnini (Matteo Magnini, Ana Ozaki, Riccardo Squarcialupi)
Mitigating Intersectional Fairness: a Practical Approach with FaUCI (AIMMES 2024, 20/03/2024) — Matteo Magnini (Matteo Magnini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini)
Symbolic Transfer Learning through Knowledge Manipulation Methods (KR 2023 Doctoral Consortium @ KR 2023, 05/09/2023) — Matteo Magnini (Matteo Magnini)
A General-Purpose Protocol for Multi-Agent based Explanations (EXTRAAMAS 2023 @ AAMAS 2023, 29/05/2023) — Giovanni Ciatto (Giovanni Ciatto, Matteo Magnini, Berk Buzcu, Reyhan Aydoğan, Andrea Omicini)
Bridging Symbolic and Sub-Symbolic AI: Towards Cooperative Transfer Learning in Multi-Agent Systems (AIxIA 2022, 29/11/2022) — Matteo Magnini (Matteo Magnini, Giovanni Ciatto, Andrea Omicini)
A view to a KILL: Knowledge Injection via Lambda Layer (WOA 2022, 01/09/2022) — Matteo Magnini (Matteo Magnini, Giovanni Ciatto, Andrea Omicini)
KINS: Knowledge Injection via Network Structuring (CILC 2022, 01/07/2022) — Matteo Magnini (Matteo Magnini, Giovanni Ciatto, Andrea Omicini)
On the Design of PSyKI: a Platform for Symbolic Knowledge Injection into Sub-Symbolic Predictors (EXTRAAMAS 2022 @ AAMAS 2022, 09/05/2022) — Matteo Magnini (Matteo Magnini, Giovanni Ciatto, Andrea Omicini)

11 talks • top • index • bottom

invited talks

We Were Deep in NeSy When LLM Happened (Large and Small Language Models: stato dell’arte fra limiti e prospettive, 27/09/2024) — Andrea Omicini (Andrea Omicini, Andrea Agiollo, Giovanni Ciatto, Matteo Magnini)

1 invited talk • top • index • bottom

seminars

Dive into Symbolic Knowledge Extraction & Injection: gentle introduction and technologies (KDD Lab reading group 2022, University of Pisa, 07/10/2022) — Matteo Magnini (Matteo Magnini, Giovanni Ciatto)

1 seminar • top • index • bottom

lectures

eXplainable Artificial Intelligence (XAI): A Gentle Introduction (ASAI-ER 2023, 27/07/2023) — Matteo Magnini (Matteo Magnini, Giovanni Ciatto, Andrea Omicini)
eXplainable Artificial Intelligence (XAI): A Gentle Introduction (Programma formativo BBS “BPER – Data Analytics”, 05/05/2023) — Andrea Omicini, Giovanni Ciatto, Matteo Magnini (Matteo Magnini, Giovanni Ciatto, Andrea Omicini)

2 lectures • top • index • bottom

tutorials

Symbolic Knowledge Extraction via PSyKE. A Tutorial (PRIMA 2022, 16/11/2022) — Giovanni Ciatto (Giovanni Ciatto, Matteo Magnini, Federico Sabbatini)
Symbolic Knowledge Injection via PSyKI. A Tutorial (PRIMA 2022, 16/11/2022) — Giovanni Ciatto (Giovanni Ciatto, Matteo Magnini)

2 tutorials • top • index • bottom

project presentations

Large Language Models as Oracles for Instantiating Ontologies with Domain-Specific Knowledge (ENGINES Kick-off Meeting, 20/06/2024) — Giovanni Ciatto (Giovanni Ciatto, Andrea Agiollo, Matteo Magnini, Andrea Omicini)
SKI: Symbolic Knowledge Injection, state of the art and research perspectives (EXPECTATION Meeting, 09/06/2022) — Matteo Magnini (Matteo Magnini, Giovanni Ciatto, Andrea Omicini)

2 project presentations • top • index • bottom

poster presentations

Actively Learning EL Terminologies from Large Language Models (ECAI-2025, 27/10/2025) — Matteo Magnini (Matteo Magnini, Riccardo Squarcialupi, Martin Tunge Sterri, Ana Ozaki)

1 poster presentation • top • index • bottom