AGUZZI, GIANLUCA
AGUZZI, GIANLUCA
DISI - DIPARTIMENTO DI INFORMATICA - SCIENZA E INGEGNERIA
Assegnisti
Decentralized proximity-aware clustering for collective self-federated learning
2026 Domini, D.; Farabegoli, N.; Aguzzi, G.; Viroli, M.; Esterle, L.
FBFL: A Field-Based Coordination Approach for Data Heterogeneity in Federated Learning
2026 Domini, Davide; Aguzzi, Gianluca; Esterle, Lukas; Viroli, Mirko
Low-code design of collective systems with ScaFi-Blocks
2026 Aguzzi, G.; Cerioni, M.; Viroli, M.
On the LLM Robustness in a Simulated Conversational XR Scenario: A Preliminary Semantic Analysis
2026 Braccini, Michele; Aguzzi, Gianluca; Baldini, Paolo; Roli, Andrea
ProFed: A Benchmark for Proximity-Based Non-IID Federated Learning
2026 Domini, Davide; Ingemann, Christian Otte; Aguzzi, Gianluca; Esterle, Lukas; Viroli, Mirko
A Demonstrator for Self-organizing Robot Teams
2025 Aguzzi, G.; Bacchini, L.; Baiardi, M.; Casadei, R.; Cortecchia, A.; Domini, D.; Farabegoli, N.; Pianini, D.; Viroli, M.
A Field-Based Approach for Runtime Replanning in Swarm Robotics Missions
2025 Aguzzi, G.; Baiardi, M.; Cortecchia, A.; Miloradovic, B.; Papadopoulos, A.; Pianini, D.; Viroli, M.
A Fine-Tuning Pipeline with Small Conversational Data for Healthcare Chatbot
2025 Aguzzi, G.; Magnini, M.; Pengo, M. F.; Viroli, M.; Montagna, S.
A Language-based Approach to Macroprogramming for IoT Systems through Large Language Models
2025 Aguzzi, G.; Farabegoli, N.; Viroli, M.
Aggregate Runtime Verification for Emergency Healthcare in Crowded Events
2025 Torta, Gianluca; Aguzzi, Gianluca; Damiani, Ferruccio; Viroli, Mirko
Exploiting GenAI for Plan Generation in BDI Agents
2025 Ciatto, Giovanni; Aguzzi, Gianluca; Battistini, Riccardo; Baiardi, Martina; Burattini, Samuele; Ricci, Alessandro
MacroSwarm: A Field-based Compositional Framework for Swarm Programming
2025 Aguzzi, G.; Casadei, R.; Viroli, M.
MacroSwarm: A scala framework for swarm programming
2025 Aguzzi, G.; Viroli, M.
Neighbor-Based Decentralized Training Strategies for Multi-Agent Reinforcement Learning
2025 Malucelli, N.; Domini, D.; Aguzzi, G.; Viroli, M.
Open-source small language models for personal medical assistant chatbots
2025 Magnini, Matteo; Aguzzi, Gianluca; Montagna, Sara
Privacy-preserving LLM-based chatbots for hypertensive patient self-management
2025 Montagna, Sara; Ferretti, Stefano; Klopfenstein, Lorenz Cuno; Ungolo, Michelangelo; Pengo, Martino Francesco; Aguzzi, Gianluca; Magnini, Matteo
RAG-Enhanced Open SLMs for Hypertension Management Chatbots
2025 Aguzzi, G.; Magnini, M.; Farahmand, A.; Ferretti, S.; Pengo, M. F.; Montagna, S.
Scaling Swarm Coordination with GNNs—How Far Can We Go?
2025 Aguzzi, Gianluca; Domini, Davide; Venturini, Filippo; Viroli, Mirko
SHAC++: A Neural Network to Rule All Differentiable Simulators
2025 Bertolotti, Francesco; Aguzzi, Gianluca; Cazzola, Walter; Viroli, Mirko
Software Engineering for Collective Cyber-Physical Ecosystems
2025 Casadei, Roberto; Aguzzi, Gianluca; Audrito, Giorgio; Damiani, Ferruccio; Pianini, Danilo; Scarso, Giordano; Torta, Gianluca; Viroli, Mirko
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| Decentralized proximity-aware clustering for collective self-federated learning | Domini, D.; Farabegoli, N.; Aguzzi, G.; Viroli, M.; Esterle, L. | 2026-01-01 | INTERNET OF THINGS | - | 1.01 Articolo in rivista | - |
| FBFL: A Field-Based Coordination Approach for Data Heterogeneity in Federated Learning | Domini, Davide; Aguzzi, Gianluca; Esterle, Lukas; Viroli, Mirko | 2026-01-01 | LOGICAL METHODS IN COMPUTER SCIENCE | - | 1.01 Articolo in rivista | 2502.08577.pdf |
| Low-code design of collective systems with ScaFi-Blocks | Aguzzi, G.; Cerioni, M.; Viroli, M. | 2026-01-01 | SCIENCE OF COMPUTER PROGRAMMING | - | 1.01 Articolo in rivista | paper-2024-scp-scafi-blocks.pdf |
| On the LLM Robustness in a Simulated Conversational XR Scenario: A Preliminary Semantic Analysis | Braccini, Michele; Aguzzi, Gianluca; Baldini, Paolo; Roli, Andrea | 2026-01-01 | - | Springer | 4.01 Contributo in Atti di convegno | main-3.pdf |
| ProFed: A Benchmark for Proximity-Based Non-IID Federated Learning | Domini, Davide; Ingemann, Christian Otte; Aguzzi, Gianluca; Esterle, Lukas; Viroli, Mirko | 2026-01-01 | JOURNAL OF OPEN RESEARCH SOFTWARE | - | 1.01 Articolo in rivista | - |
| A Demonstrator for Self-organizing Robot Teams | Aguzzi, G.; Bacchini, L.; Baiardi, M.; Casadei, R.; Cortecchia, A.; Domini, D.; Farabegoli, N.; P...ianini, D.; Viroli, M. | 2025-01-01 | - | Springer Science and Business Media Deutschland GmbH | 4.01 Contributo in Atti di convegno | paper_26.pdf |
| A Field-Based Approach for Runtime Replanning in Swarm Robotics Missions | Aguzzi, G.; Baiardi, M.; Cortecchia, A.; Miloradovic, B.; Papadopoulos, A.; Pianini, D.; Viroli, M. | 2025-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | paper-2025-acsos-multi-robot-coordination.pdf |
| A Fine-Tuning Pipeline with Small Conversational Data for Healthcare Chatbot | Aguzzi, G.; Magnini, M.; Pengo, M. F.; Viroli, M.; Montagna, S. | 2025-01-01 | - | Springer Science and Business Media Deutschland GmbH | 4.01 Contributo in Atti di convegno | paper_46.pdf |
| A Language-based Approach to Macroprogramming for IoT Systems through Large Language Models | Aguzzi, G.; Farabegoli, N.; Viroli, M. | 2025-01-01 | ACM TRANSACTIONS ON THE INTERNET OF THINGS | - | 1.01 Articolo in rivista | - |
| Aggregate Runtime Verification for Emergency Healthcare in Crowded Events | Torta, Gianluca; Aguzzi, Gianluca; Damiani, Ferruccio; Viroli, Mirko | 2025-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | 2025123283.pdf |
| Exploiting GenAI for Plan Generation in BDI Agents | Ciatto, Giovanni; Aguzzi, Gianluca; Battistini, Riccardo; Baiardi, Martina; Burattini, Samuele; R...icci, Alessandro | 2025-01-01 | - | - | 4.01 Contributo in Atti di convegno | FAIA-413-FAIA251223.pdf |
| MacroSwarm: A Field-based Compositional Framework for Swarm Programming | Aguzzi, G.; Casadei, R.; Viroli, M. | 2025-01-01 | LOGICAL METHODS IN COMPUTER SCIENCE | - | 1.01 Articolo in rivista | 2401.10969v5.pdf |
| MacroSwarm: A scala framework for swarm programming | Aguzzi, G.; Viroli, M. | 2025-01-01 | SCIENCE OF COMPUTER PROGRAMMING | - | 1.01 Articolo in rivista | paper-2023-computer-programming-macro-swarm.pdf |
| Neighbor-Based Decentralized Training Strategies for Multi-Agent Reinforcement Learning | Malucelli, N.; Domini, D.; Aguzzi, G.; Viroli, M. | 2025-01-01 | - | Association for Computing Machinery | 4.01 Contributo in Atti di convegno | 3672608.3707923.pdf |
| Open-source small language models for personal medical assistant chatbots | Magnini, Matteo; Aguzzi, Gianluca; Montagna, Sara | 2025-01-01 | INTELLIGENCE-BASED MEDICINE | - | 1.01 Articolo in rivista | 1-s2.0-S2666521224000644-main-6.pdf |
| Privacy-preserving LLM-based chatbots for hypertensive patient self-management | Montagna, Sara; Ferretti, Stefano; Klopfenstein, Lorenz Cuno; Ungolo, Michelangelo; Pengo, Martin...o Francesco; Aguzzi, Gianluca; Magnini, Matteo | 2025-01-01 | SMART HEALTH | - | 1.01 Articolo in rivista | 1-s2.0-S2352648325000133-main.pdf |
| RAG-Enhanced Open SLMs for Hypertension Management Chatbots | Aguzzi, G.; Magnini, M.; Farahmand, A.; Ferretti, S.; Pengo, M. F.; Montagna, S. | 2025-01-01 | JOURNAL OF MEDICAL SYSTEMS | - | 1.01 Articolo in rivista | s10916-025-02297-7.pdf |
| Scaling Swarm Coordination with GNNs—How Far Can We Go? | Aguzzi, Gianluca; Domini, Davide; Venturini, Filippo; Viroli, Mirko | 2025-01-01 | AI | - | 1.01 Articolo in rivista | ai-06-00282 (1).pdf |
| SHAC++: A Neural Network to Rule All Differentiable Simulators | Bertolotti, Francesco; Aguzzi, Gianluca; Cazzola, Walter; Viroli, Mirko | 2025-01-01 | - | - | 4.01 Contributo in Atti di convegno | FAIA-413-FAIA251138.pdf |
| Software Engineering for Collective Cyber-Physical Ecosystems | Casadei, Roberto; Aguzzi, Gianluca; Audrito, Giorgio; Damiani, Ferruccio; Pianini, Danilo; Scarso..., Giordano; Torta, Gianluca; Viroli, Mirko | 2025-01-01 | ACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY | - | 1.01 Articolo in rivista | paper-2024-se2030-fse-roadmap.pdf |