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Department of Computer Science and Engineering

Publications

  • Zaccarini, Mattia; Poltronieri, Filippo; Borsatti, Davide; Cerroni, Walter; Foschini, Luca; Grabarnik, Genady Ya.; Scotece, Domenico; Shwartz, Larisa; Stefanelli, Cesare; Tortonesi, Mauro, Chaos Engineering Based Kubernetes Pod Rescheduling Through Deep Sets and Reinforcement Learning, in: Proceedings of IEEE/IFIP Network Operations and Management Symposium 2025, NOMS 2025, Piscataway, Institute of Electrical and Electronics Engineers Inc., «IEEE/IFIP NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM», 2025, pp. 1 - 7 (atti di: 38th IEEE/IFIP Network Operations and Management Symposium, NOMS 2025, Hilton Hawaiian Village Waikiki Beach Resort, 2005 Kalia Road, usa, 2025) [Contribution to conference proceedings]

  • Conti, Francesco; Garofalo, Angelo; Rossi, Davide; Tagliavini, Giuseppe; Benini, Luca, Open Source Heterogeneous SoCs for Artificial Intelligence: The PULP Platform experience, «IEEE SOLID-STATE CIRCUITS MAGAZINE», 2025, 17, pp. 49 - 60 [Scientific article]

  • Sinigaglia, Mattia; Kiamarzi, Amirhossein; Bertuletti, Marco; Ghionda, Luigi; Orlandi, Mattia; Tedeschi, Riccardo; Di Giampietro, Aurora; Tortorella, Yvan; Bertaccini, Luca; Benatti, Simone; Tagliavini, Giuseppe; Benini, Luca; Conti, Francesco; Rossi, Davide, Maestro: A 302 GFLOPS/W and 19.8GFLOPS RISC-V Vector-Tensor Architecture for Wearable Ultrasound Edge Computing, «IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS», 2025, 72, pp. 1 - 15 [Scientific article]

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

  • 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, «LECTURE NOTES IN COMPUTER SCIENCE», 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]

  • 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

  • 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, «LECTURE NOTES IN COMPUTER SCIENCE», 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]

  • 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, «FRONTIERS IN ARTIFICIAL INTELLIGENCE AND APPLICATIONS», 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

  • 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, «FRONTIERS IN ARTIFICIAL INTELLIGENCE AND APPLICATIONS», 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

  • Cascarano, Pasquale; Loretti, Andrea; Zanuttini, Luca; Giunchi, Daniele; Bovo, Riccardo; Hajahmadi, Shirin; Vallasciani, Giacomo; Martinoni, Matteo; Marfia, Gustavo, See It and Hear It: Multimodal Guidance in MR-Based Neurosurgical Simulation for Skill Retention, in: Proceedings of the 31st ACM Symposium on Virtual Reality Software and Technology, 2025, pp. 1 - 11 (atti di: ACM Symposium on Virtual Reality Software and Technology, Montreal, 12-14 Novembre 2025, doi: https://doi.org/10.1145/3756884.3766034) [Contribution to conference proceedings]

  • Asunis, Luca; Armandi, Vincenzo; Stacchio, Lorenzo; Cascarano, Pasquale; Augello, Giulio; Carradori, Silvano; Loretti, Andrea; Meglioraldi, Jacopo; Vallasciani, Giacomo; Marfia, Gustavo, CRoCs-XR: A Cross-Reality Collaborative Experience for Fashion X-Commerce via Virtual and Augmented Reality, in: 2025 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct), 2025, pp. 1 - 6 (atti di: 2025 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct), Daejeon, South Korea, 8-12 Ottobre 2025) [Contribution to conference proceedings]

  • Garzarella, Silvia; Stacchio, Lorenzo; Cascarano, Pasquale; De Filippo, Allegra; Cervellati, Elena; Marfia, Gustavo, A Large Reconstruction Model Driven Approach to Support Humans in Digitization of Dance Visual Material into 3D environments, in: HAIC 2025 Workshop on Human-AI Collaborative Systems 2025, «CEUR WORKSHOP PROCEEDINGS», 2025, pp. 47 - 56 (atti di: Workshop on Human-AI Collaborative Systems co-located with 28th European Conference on Artificial Intelligence (ECAI 2025), Bologna, Italy, October 25, 2025.) [Contribution to conference proceedings] Open Access

  • Chen, Chu; Cui, Kangning; Cascarano, Pasquale; Tang, Wei; Loli Piccolomini, Elena; Chan, Raymond H., Blind Restoration of High-Resolution Ultrasound Video, in: Medical Image Computing and Computer Assisted Intervention – MICCAI 2025: 28th International Conference, Daejeon, South Korea, September 23–27, 2025, Proceedings, Part III, Springer Science and Business Media Deutschland GmbH, «LECTURE NOTES IN COMPUTER SCIENCE», 2025, 15962, pp. 77 - 87 (atti di: Medical Image Computing and Computer Assisted Intervention – MICCAI 2025, Daejeon, Korea (Republic of), 23-27 Settembre 2025) [Contribution to conference proceedings]

  • Shaiakhmetov, R.; Pianini, D.; D'Angelo, G.; Venusti, V., Streamlining Parameter Tuning in Full-Body Racing Simulators with an Automated Pipeline, in: Fundamentals of Software Engineering. FSEN 2025, GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND, Springer Science and Business Media Deutschland GmbH, «LECTURE NOTES IN COMPUTER SCIENCE», 2025, 15593, pp. 155 - 169 (atti di: 11th IFIP WG 2.2 International Conference on Fundamentals of Software Engineering, FSEN 2025, swe, 2025) [Contribution to conference proceedings] Open Access

  • Asperti, Andrea; Raciti, Gabriele; Ronchieri, Elisabetta; Cesini, Daniele, Machine Learning-Based Anomaly Prediction for Proactive Monitoring in Data Centers: A Case Study on INFN-CNAF, «APPLIED SCIENCES», 2025, 15, pp. 1 - 15 [Scientific article] Open Access

  • Mazzocchetti, Stefano; Cercenelli, Laura; Marcelli, Emanuela, Evaluating Deep Learning Architectures for Real-Time Binary Surgical Tool Segmentation in Minimally Invasive Surgeries, in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Nature Switzerland AG 2026, «LECTURE NOTES IN COMPUTER SCIENCE», 2025, 15743 LNCS, pp. 261 - 271 (atti di: International Conference, XR Salento 2025, Otranto, Italy, June 17–20, 2025) [Contribution to conference proceedings]

  • Sabbioni, Andrea; Corradi, Antonio; Monti, Stefano; Roberto De Rolt, Carlos, From Digital Services to Sustainable Ones: Novel Industry 5.0 Environments Enhanced by Observability, «INFORMATION», 2025, 16, pp. 1 - 23 [Scientific article] Open Access

  • Aimi, A.; Sabbioni, A.; Bujari, A.; Bellavista, P.; Manzoni, P., CLUES: Community-driven LoRa networks Urban sensing Empowered by Smart homes, «IEEE NETWORK», 2025, N/D, pp. 1 - 1 [Scientific article]

  • Lodi, Michael; Martini, Simone, Algoritmi, programmi e linguaggi, «NUOVA SECONDARIA», 2025, Anno XLIII, pp. 80 - 83 [Scientific article]