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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
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.
portfolio
Portfolio item number 1
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Portfolio item number 2
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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
Recommended citation: Magnini, Matteo, Ciatto, Giovanni, Omicini, Andrea. (2022). "A view to a KILL: knowledge injection via lambda layer", 3261.
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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
Recommended citation: Magnini, Matteo, Ciatto, Giovanni, Omicini, Andrea. (2022). "Bridging Symbolic and Sub-Symbolic AI: Towards Cooperative Transfer Learning in Multi-Agent Systems", 3419.
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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
Recommended citation: Magnini, Matteo, Ciatto, Giovanni, Omicini, Andrea. (2022). "KINS: Knowledge Injection via Network Structuring", 3204.
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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
Recommended citation: Magnini, Matteo, Ciatto, Giovanni, Omicini, Andrea. (2022). "On the Design of PSyKI: A Platform for Symbolic Knowledge Injection into Sub-symbolic Predictors", 13283.
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Knowledge injection of Datalog rules via Neural Network Structuring with KINS
Published in J. Log. Comput., 2023
Recommended citation: Magnini, Matteo, Ciatto, Giovanni, Omicini, Andrea. (2023). "Knowledge injection of Datalog rules via Neural Network Structuring with KINS" J. Log. Comput., 33(8).
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Symbolic knowledge extraction for explainable nutritional recommenders
Published in Comput. Methods Programs Biomed., 2023
Recommended citation: Magnini, Matteo, Ciatto, Giovanni, Cant\"urk, Furkan, Aydogan, Reyhan, Omicini, Andrea. (2023). "Symbolic knowledge extraction for explainable nutritional recommenders" Comput. Methods Programs Biomed., 235.
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Symbolic knowledge injection meets intelligent agents: QoS metrics and experiments
Published in Auton. Agents Multi Agent Syst., 2023
Recommended citation: Agiollo, Andrea, Rafanelli, Andrea, Magnini, Matteo, Ciatto, Giovanni, Omicini, Andrea. (2023). "Symbolic knowledge injection meets intelligent agents: QoS metrics and experiments" Auton. Agents Multi Agent Syst., 37(2).
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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
Recommended citation: Magnini, Matteo, Ozaki, Ana, Squarcialupi, Riccardo. (2024). "Actively Learning Ontologies from LLMs: First Results (Extended Abstract)", 3739.
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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
Recommended citation: Rafanelli, Andrea, Magnini, Matteo, Agiollo, Andrea, Ciatto, Giovanni, Omicini, Andrea. (2024). "An Empirical Study on the Robustness of Knowledge Injection Techniques Against Data Degradation", 3735.
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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
Recommended citation: Aguzzi, Gianluca, Magnini, Matteo, Ferretti, Stefano, Salcuni, Giuseppe Pio, Montagna, Sara. (2024). "Applying Retrieval-Augmented Generation on Open LLMs for a Medical Chatbot Supporting Hypertensive Patients", 3880.
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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
Recommended citation: Magnini, Matteo, Ciatto, Giovanni, Calegari, Roberta, Omicini, Andrea. (2024). "Enforcing Fairness via Constraint Injection with FaUCI", 3808.
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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
Recommended citation: Montagna, Sara, Aguzzi, Gianluca, Ferretti, Stefano, Pengo, Martino Francesco, Klopfenstein, Lorenz Cuno, Ungolo, Michelangelo, Magnini, Matteo. (2024). "LLM-based Solutions for Healthcare Chatbots: a Comparative Analysis".
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Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature Review
Published in ACM Comput. Surv., 2024
Recommended citation: Ciatto, Giovanni, Sabbatini, Federico, Agiollo, Andrea, Magnini, Matteo, Omicini, Andrea. (2024). "Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature Review" ACM Comput. Surv., 56(6).
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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
Recommended citation: Aguzzi, Gianluca, Magnini, Matteo, Pengo, Martino Francesco, Viroli, Mirko, Montagna, Sara. (2025). "A Fine-Tuning Pipeline with Small Conversational Data for Healthcare Chatbot", 15735.
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Large language models as oracles for instantiating ontologies with domain-specific knowledge
Published in Knowl. Based Syst., 2025
Recommended citation: Ciatto, Giovanni, Agiollo, Andrea, Magnini, Matteo, Omicini, Andrea. (2025). "Large language models as oracles for instantiating ontologies with domain-specific knowledge" Knowl. Based Syst., 310.
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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
Recommended citation: Magnini, Matteo, Ciatto, Giovanni, Kuru, Ahmet Emre, Sirocchi, Christel, Montagna, Sara. (2025). "Neuro-Symbolic AI for Supporting Chronic Disease Diagnosis and Monitoring".
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Open-source small language models for personal medical assistant chatbots
Published in Intelligence-Based Medicine, 2025
Recommended citation: Magnini, Matteo, Aguzzi, Gianluca, Montagna, Sara. (2025). "Open-source small language models for personal medical assistant chatbots" Intelligence-Based Medicine, 11.
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Privacy-preserving LLM-based chatbots for hypertensive patient self-management
Published in Smart Health, 2025
Recommended citation: Montagna, Sara, Ferretti, Stefano, Klopfenstein, Lorenz Cuno, Ungolo, Michelangelo, Pengo, Martino Francesco, Aguzzi, Gianluca, Magnini, Matteo. (2025). "Privacy-preserving LLM-based chatbots for hypertensive patient self-management" Smart Health, 36.
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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
Teaching Assistant for ‘Fondamenti di Informatica’
Bachelor's Course, University of Bologna, 2022
Computer architecture, representation of information, algorithms and data structures, C programming language.
Teaching Assistant for 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.
Teaching Assistant for ‘Fondamenti di Informatica’
Bachelor's Course, University of Bologna, 2023
Computer architecture, representation of information, algorithms and data structures, C programming language.
Teaching Assistant for 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.
Teaching Assistant for 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.
Teaching Assistant for ‘Fondamenti di Informatica’
Bachelor's Course, University of Bologna, 2025
Computer architecture, representation of information, algorithms and data structures, C programming language.
Teaching Assistant for 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.