Foto del docente

Gianluca Aguzzi

Adjunct professor

Department of Computer Science and Engineering

Research fellow

Department of Computer Science and Engineering

Publications

Aguzzi, G.; Cerioni, M.; Viroli, M., Low-code design of collective systems with ScaFi-Blocks, «SCIENCE OF COMPUTER PROGRAMMING», 2026, 247, Article number: 103356 , pp. 1 - 9 [Scientific article]

Aguzzi, G.; Bacchini, L.; Baiardi, M.; Casadei, R.; Cortecchia, A.; Domini, D.; Farabegoli, N.; Pianini, D.; Viroli, M., A Demonstrator for Self-organizing Robot Teams, in: Coordination Models and Languages. COORDINATION 2025, GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND, Springer Science and Business Media Deutschland GmbH, 2025, 15731, pp. 230 - 244 (atti di: 27th IFIP WG 6.1 International Conference on Coordination Models and Languages, COORDINATION 2025, Held as Part of the 20th International Federated Conference on Distributed Computing Techniques, DisCoTec 2025, Francia, Lille, June 17–19, 2025) [Contribution to conference proceedings]

Aguzzi, G.; Magnini, M.; Pengo, M. F.; Viroli, M.; Montagna, S., A Fine-Tuning Pipeline with Small Conversational Data for Healthcare Chatbot, in: Artificial Intelligence in Medicine. AIME 2025, GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND, Springer Science and Business Media Deutschland GmbH, 2025, 15735, pp. 1 - 5 (atti di: 23rd International Conference on Artificial Intelligence in Medicine, AIME 2025, Pavia, Italy, June 23–26, 2025) [Contribution to conference proceedings]

Torta, Gianluca; Aguzzi, Gianluca; Damiani, Ferruccio; Viroli, Mirko, Aggregate Runtime Verification for Emergency Healthcare in Crowded Events, in: ICHMS 2025 - 5th IEEE International Conference on Human-Machine Systems: AI and Large Language Models: Transforming Human-Machine Interactions, Institute of Electrical and Electronics Engineers Inc., 2025, pp. 315 - 318 (atti di: 5th IEEE International Conference on Human-Machine Systems, ICHMS 2025, Marriott Downtown Abu Dhabi, are, 26-28 May 2025) [Contribution to conference proceedings]

Ciatto, Giovanni; Aguzzi, Gianluca; Battistini, Riccardo; Baiardi, Martina; Burattini, Samuele; Ricci, Alessandro, Exploiting GenAI for Plan Generation in BDI Agents, in: ECAI 2025. 28th European Conference on Artificial Intelligence: 25-30 October 2025, Bologna, Italy, 2025, 413, pp. 3495 - 3502 (atti di: ECAI 2025: 28th European Conference on Artificial Intelligence, Bologna, Ottobre, 25 - 30) [Contribution to conference proceedings]Open Access

Aguzzi, G.; Casadei, R.; Viroli, M., MacroSwarm: A Field-based Compositional Framework for Swarm Programming, «LOGICAL METHODS IN COMPUTER SCIENCE», 2025, 21, Article number: 13 , pp. 1 - 48 [Scientific article]Open Access

Aguzzi, G.; Viroli, M., MacroSwarm: A scala framework for swarm programming, «SCIENCE OF COMPUTER PROGRAMMING», 2025, 239, Article number: 103182 , pp. 1 - 8 [Scientific article]Open Access

Malucelli, N.; Domini, D.; Aguzzi, G.; Viroli, M., Neighbor-Based Decentralized Training Strategies for Multi-Agent Reinforcement Learning, in: SAC '25: Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing, 1601 Broadway, 10th Floor, NEW YORK, NY, UNITED STATES, Association for Computing Machinery, 2025, pp. 1250 - 1257 (atti di: SAC '25. Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing, Catania, 31 March 2025- 4 April 2025) [Contribution to conference proceedings]Open Access

Magnini, Matteo; Aguzzi, Gianluca; Montagna, Sara, Open-source small language models for personal medical assistant chatbots, «INTELLIGENCE-BASED MEDICINE», 2025, 11, Article number: 100197 , pp. 1 - 9 [Scientific article]Open Access

Montagna, Sara; Ferretti, Stefano; Klopfenstein, Lorenz Cuno; Ungolo, Michelangelo; Pengo, Martino Francesco; Aguzzi, Gianluca; Magnini, Matteo, Privacy-preserving LLM-based chatbots for hypertensive patient self-management, «SMART HEALTH», 2025, 36, Article number: 100552 , pp. 1 - 13 [Scientific article]Open Access

Aguzzi, Gianluca; Domini, Davide; Venturini, Filippo; Viroli, Mirko, Scaling Swarm Coordination with GNNs—How Far Can We Go?, «AI», 2025, 6, pp. 1 - 25 [Scientific article]

Bertolotti, Francesco; Aguzzi, Gianluca; Cazzola, Walter; Viroli, Mirko, SHAC++: A Neural Network to Rule All Differentiable Simulators, in: ECAI 2025. 28th European Conference on Artificial Intelligence: 25-30 October 2025, Bologna, Italy, 2025, 413, pp. 2818 - 2825 (atti di: ECAI 2025: 28th European Conference on Artificial Intelligence, Bologna, Ottobre, 25 - 30) [Contribution to conference proceedings]Open Access

Casadei, Roberto; Aguzzi, Gianluca; Audrito, Giorgio; Damiani, Ferruccio; Pianini, Danilo; Scarso, Giordano; Torta, Gianluca; Viroli, Mirko, Software Engineering for Collective Cyber-Physical Ecosystems, «ACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY», 2025, 34, Article number: 153 , pp. 1 - 40 [Scientific article]Open Access

Domini, D.; Aguzzi, G.; Pianini, D.; Viroli, M., A Reusable Simulation Pipeline for Many-Agent Reinforcement Learning, in: 2024 28th International Symposium on Distributed Simulation and Real Time Applications (DS-RT), 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA, IEEE COMPUTER SOC, 2024, pp. 83 - 90 (atti di: International Symposium on Distributed Simulation and Real Time Applications (DS-RT), Urbino, 7th - 9th October) [Contribution to conference proceedings]

Aguzzi, G.; Magnini, M.; Salcuni, G. P.; Ferretti, S.; Montagna, S., Applying Retrieval-Augmented Generation on Open LLMs for a Medical Chatbot Supporting Hypertensive Patients, in: Proceedings of the 3rd AIxIA Workshop on Artificial Intelligence ForHealthcare (HC@AIxIA 2024) co-located with the 23rd InternationalConference of the Italian Association for Artificial Intelligence(AIxIA 2024), Bolzano, Italy, 27-28 November 2024, CEUR-WS.org, 2024, 3880, pp. 189 - 201 (atti di: 3rd AIxIA Workshop on Artificial Intelligence ForHealthcare (HC@AIxIA 2024) co-located with the 23rd InternationalConference of the Italian Association for Artificial Intelligence(AIxIA 2024), Bolzano, Italy, 27-28 November 2024) [Contribution to conference proceedings]Open Access

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