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A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
About sports
Published:
Luxembourg is by far one of the best places to be if you love sports.
Exploring the Surrounding
Published:
Luxembourg is not a big country. To be honest I believe it is even smaller than Valle d’Aosta (the smallest italian region). Notherless, it has a lot to offer in terms of nature and outdoor activities.
A fresh new start
Published:
The first week in Luxembourg was quite intense under several points of view.
End and Beginning
Published:
I am writing on the train to Venice, to take a flight to my new home: Luxembourg.
publications
A view to a KILL: knowledge injection via lambda layer
Published in Proceedings of the 23rd Workshop "From Objects to Agents", Genova, Italy, September 1-3, 2022, 2022
Authors: Matteo Magnini and Giovanni Ciatto and Andrea Omicini
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Bridging Symbolic and Sub-Symbolic AI: Towards Cooperative Transfer Learning in Multi-Agent Systems
Published in Proceedings of the Discussion Papers - 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022 DP), Udine, Italy, November 28 - December 2, 2022, 2022
Authors: Matteo Magnini and Giovanni Ciatto and Andrea Omicini
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KINS: Knowledge Injection via Network Structuring
Published in Proceedings of the 37th Italian Conference on Computational Logic, Bologna, Italy, June 29 - July 1, 2022, 2022
Authors: Matteo Magnini and Giovanni Ciatto and Andrea Omicini
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On the Design of PSyKI: A Platform for Symbolic Knowledge Injection into Sub-symbolic Predictors
Published in Explainable and Transparent AI and Multi-Agent Systems - 4th International Workshop, EXTRAAMAS 2022, Virtual Event, May 9-10, 2022, Revised Selected Papers, 2022
Authors: Matteo Magnini and Giovanni Ciatto and Andrea Omicini
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A General-Purpose Protocol for Multi-agent Based Explanations
Published in Explainable and Transparent AI and Multi-Agent Systems - 5th International Workshop, EXTRAAMAS 2023, London, UK, May 29, 2023, Revised Selected Papers, 2023
Authors: Giovanni Ciatto and Matteo Magnini and Berk Buzcu and Reyhan Aydogan and Andrea Omicini
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Knowledge injection of Datalog rules via Neural Network Structuring with KINS
Published in J. Log. Comput., 2023
Authors: Matteo Magnini and Giovanni Ciatto and Andrea Omicini
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Symbolic knowledge extraction for explainable nutritional recommenders
Published in Comput. Methods Programs Biomed., 2023
Authors: Matteo Magnini and Giovanni Ciatto and Furkan Cantürk and Reyhan Aydogan and Andrea Omicini
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Symbolic knowledge injection meets intelligent agents: QoS metrics and experiments
Published in Auton. Agents Multi Agent Syst., 2023
Authors: Andrea Agiollo and Andrea Rafanelli and Matteo Magnini and Giovanni Ciatto and Andrea Omicini
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Actively Learning Ontologies from LLMs: First Results (Extended Abstract)
Published in Proceedings of the 37th International Workshop on Description Logics (DL 2024), Bergen, Norway, June 18-21, 2024, 2024
Authors: Matteo Magnini and Ana Ozaki and Riccardo Squarcialupi
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An Empirical Study on the Robustness of Knowledge Injection Techniques Against Data Degradation
Published in Proceedings of the 25th Workshop "From Objects to Agents", Bard (Aosta), Italy, July 8-10, 2024, 2024
Authors: Andrea Rafanelli and Matteo Magnini and Andrea Agiollo and Giovanni Ciatto and Andrea Omicini
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Applying Retrieval-Augmented Generation on Open LLMs for a Medical Chatbot Supporting Hypertensive Patients
Published in Proceedings of the 3rd AIxIA Workshop on Artificial Intelligence For Healthcare (HC@AIxIA 2024) co-located with the 23rd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2024), Bolzano, Italy, 27-28 November 2024, 2024
Authors: Gianluca Aguzzi and Matteo Magnini and Stefano Ferretti and Giuseppe Pio Salcuni and Sara Montagna
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Enforcing Fairness via Constraint Injection with FaUCI
Published in Proceedings of the 2nd Workshop on Fairness and Bias in AI co-located with 27th European Conference on Artificial Intelligence (ECAI 2024), Santiago de Compostela, Spain, October 20th, 2024, 2024
Authors: Matteo Magnini and Giovanni Ciatto and Roberta Calegari and Andrea Omicini
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LLM-based Solutions for Healthcare Chatbots: a Comparative Analysis
Published in IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom 2024 - Workshops, Biarritz, France, March 11-15, 2024, 2024
Authors: Sara Montagna and Gianluca Aguzzi and Stefano Ferretti and Martino Francesco Pengo and Lorenz Cuno Klopfenstein and Michelangelo Ungolo and Matteo Magnini
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Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature Review
Published in ACM Comput. Surv., 2024
Authors: Giovanni Ciatto and Federico Sabbatini and Andrea Agiollo and Matteo Magnini and Andrea Omicini
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A Fine-Tuning Pipeline with Small Conversational Data for Healthcare Chatbot
Published in Artificial Intelligence in Medicine - 23rd International Conference, AIME 2025, Pavia, Italy, June 23-26, 2025, Proceedings, Part II, 2025
Authors: Gianluca Aguzzi and Matteo Magnini and Martino Francesco Pengo and Mirko Viroli and Sara Montagna
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Actively Learning EL Terminologies from Large Language Models
Published in ECAI 2025, 2025
Authors: Magnini, Matteo and Squarcialupi, Riccardo and Sterri, Martin T. and Ozaki, Ana
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Automated Machine Learning to Enhance Knowledge Retrieval in Retrieval-Augmented Generation Pipelines
Published in Artificial Intelligence for Healthcare, and Hybrid Models for Coupling Deductive and Inductive Reasoning - First International Joint Conference, HC@AIxIA+HYDRA 2025, Bologna, Italy, October 25-26, 2025, Proceedings, 2025
Authors: Matteo Magnini and Gianluca Aguzzi and Leonardo Sanna and Simone Magnolini and Patrizio Bellan and Mauro Dragoni and Sara Montagna
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Large language models as oracles for instantiating ontologies with domain-specific knowledge
Published in Knowl. Based Syst., 2025
Authors: Giovanni Ciatto and Andrea Agiollo and Matteo Magnini and Andrea Omicini
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Neuro-Symbolic AI for Supporting Chronic Disease Diagnosis and Monitoring
Published in IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom 2025 - Workshops, Washington DC, USA, March 17-21, 2025, 2025
Authors: Matteo Magnini and Giovanni Ciatto and Ahmet Emre Kuru and Christel Sirocchi and Sara Montagna
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Open-source small language models for personal medical assistant chatbots
Published in Intelligence-Based Medicine, 2025
Authors: Matteo Magnini and Gianluca Aguzzi and Sara Montagna
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Privacy-preserving LLM-based chatbots for hypertensive patient self-management
Published in Smart Health, 2025
Authors: Sara Montagna and Stefano Ferretti and Lorenz Cuno Klopfenstein and Michelangelo Ungolo and Martino Francesco Pengo and Gianluca Aguzzi and Matteo Magnini
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RAG-Enhanced Open SLMs for Hypertension Management Chatbots
Published in J. Medical Syst., 2025
Authors: Gianluca Aguzzi and Matteo Magnini and Aqila Farahmand and Stefano Ferretti and Martino Francesco Pengo and Sara Montagna
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Intelligent Agents from Symbolic to Neurosymbolic Systems: The Quest for Integration
Published in The Agents Journey: Twenty-Five Years of Multi-agent Systems, 2026
Authors: Agiollo, Andrea and Calegari, Roberta and Ciatto, Giovanni and Magnini, Matteo and Omicini, Andrea and Sabbatini, Federico
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Performant and Small: Can We Have Both? SLMs on Mobile Devices for Healthcare Chatbots
Published in IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom 2026 - Workshops, Pisa, Italy, March 16-20, 2026, 2026
Authors: Aqila Farahmand and Sara Montagna and Alessandro Bogliolo and Stefano Ferretti and Matteo Magnini
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Unfair Inequality in Education: A Benchmark for AI-Fairness Research
Published in Scientific Data, 2026
Authors: Joseph Giovanelli and Matteo Magnini and Giovanni Ciatto and Angel S. Marrero and Andrea Borghesi and Gustavo A. Marrero and Roberta Calegari
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students
talks
On the Design of PSyKI: a Platform for Symbolic Knowledge Injection into Sub-Symbolic Predictors
Published:
Dive into Symbolic Knowledge Extraction & Injection: gentle introduction and technologies
Published:
Bridging Symbolic and Sub-Symbolic AI: Towards Cooperative Transfer Learning in Multi-Agent Systems
Published:
Large Language Models as Oracles for Instantiating Ontologies with Domain-Specific Knowledge
Published:
An Empirical Study on the Robustness of Knowledge Injection Techniques Against Data Degradation
Published:
teaching
Fondamenti di Informatica
Bachelor's Course, University of Bologna, 2022
Computer architecture, representation of information, algorithms and data structures, C programming language.
Distributed Systems
Master's Course, University of Bologna, 2022
Asynchronous programming, distributed principles and architectures, consensus algorithms, ReSTfull web-services, containers, agent-based technologies and middlewares.
Fondamenti di Informatica
Bachelor's Course, University of Bologna, 2023
Computer architecture, representation of information, algorithms and data structures, C programming language.
Distributed Systems
Master's Course, University of Bologna, 2023
Asynchronous programming, distributed principles and architectures, consensus algorithms, ReSTfull web-services, containers, agent-based technologies and middlewares.
Distributed Systems
Master's Course, University of Bologna, 2024
Asynchronous programming, distributed principles and architectures, consensus algorithms, ReSTfull web-services, containers, agent-based technologies and middlewares.
Fondamenti di Informatica
Bachelor's Course, University of Bologna, 2025
Computer architecture, representation of information, algorithms and data structures, C programming language.
Distributed Systems
Master's Course, University of Bologna, 2025
Asynchronous programming, distributed principles and architectures, consensus algorithms, ReSTfull web-services, containers, agent-based technologies and middlewares.
Intelligent Systems 2
Bachelor's Course, University of Luxembourg, 2026
Understand how logics are used for knowledge representation and reasoning, to model uncertainty, multi-agent systems, defeasibility or causality.
Selected Topics in Artificial Intelligence
Master's Course, University of Luxembourg, 2026
Provide an overview of the contemporary AI landscape and selected advanced topics, with a focus on current research trends.