Publications

Ho, Shuyuan Mary; Prandini, Marco; Callegati, Franco; Chakraborty, Shayok; Juzek, Thomas Stephan; And Liu, Yue, DEFENDING REALITY: HUMAN-AI COLLABORATION TO UNVEIL DEEPFAKE INFORMATION MANIPULATION, in: SAIS 2025 Proceedings, 2025, pp. 1 - 6 (atti di: Southern Association for Information Systems Conference, Tampa, FL, USA, March 13-15, 2025) [Contribution to conference proceedings]

Fantazzini, Stefano; Frisoni, Giacomo; Moro, Gianluca; Ragazzi, Luca; Ciccioni, Mario; Sartori, Claudio, Magic Mirror on the Wall, Which Is the Fairest Prompt of All? A Survey on Automatic Prompt Learning, in: 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy – Including 14th Conference on Prestigious Applications of Intelligent Systems (PAIS 2025), 2025, pp. 4444 - 4451 (atti di: The 28th European Conference on Artificial Intelligence (ECAI-2025), Bologna, October 25-30, 2025) [Contribution to conference proceedings]

Frisoni, Giacomo; Fuschi, Marcello; Moro, Gianluca, Predicting Protein Functions with Ensemble Deep Learning and Protein Language Models, in: 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy – Including 14th Conference on Prestigious Applications of Intelligent Systems (PAIS 2025), 2025, pp. 5139 - 5142 (atti di: 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy – Including 14th Conference on Prestigious Applications of Intelligent Systems (PAIS 2025), Bologna, October 25-30, 2025) [Contribution to conference proceedings]

Cocchieri, Alessio; Martínez Galindo, Marcos; Frisoni, Giacomo; Moro, Gianluca; Sartori, Claudio; Tagliavini, Giuseppe, ZeroNER: Fueling Zero-Shot Named Entity Recognition via Entity Type Descriptions, in: Findings of the Association for Computational Linguistics: ACL 2025, 2025, pp. 15594 - 15616 (atti di: The 63rd Annual Meeting of the Association for Computational Linguistics, Vienna, Austria, July 27–August 1st, 2025) [Contribution to conference proceedings]

Delvecchio, Giovanni Pio; Molfetta, Lorenzo; Moro, Gianluca, Neuro-Symbolic Artificial Intelligence: A Task-Directed Survey in the Black-Box Models Era, in: Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025, pp. 10418 - 10426 (atti di: Thirty-Fourth International Joint Conference on Artificial Intelligence (IJCAI-25), Montreal, Canada, August 16-22, 2025) [Contribution to conference proceedings]

Moro, Gianluca; Magnani, Leonardo David Matteo; Ragazzi, Luca, Legal Lay Summarization: Exploring Methods and Data Generation with Large Language Models, «ARTIFICIAL INTELLIGENCE REVIEW», 2025, 58, pp. 1 - 37 [Scientific article]

Italiani, Paolo; Moro, Gianluca; Ragazzi, Luca, Clash-of-Leges: A Bilingual Dataset for Conflict Detection and Explanation in Statutory Law, «EXPERT SYSTEMS WITH APPLICATIONS», 2025, 299, pp. 1 - 38 [Scientific article]

Italiani, Paolo; Ragazzi, Luca; Moro, Gianluca, Read Between the Tokens: Differentiable Text Pruning via Perturbed Top-k Selection, «IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING», 2025, 33, pp. 1 - 10 [Scientific article]

Frisoni, Giacomo; Ragazzi, Luca; Cohen, David; Moro, Gianluca; Carbonaro, Antonella; Sartori, Claudio, Abstractive Summarization through the Prism of Decoding Strategies, «NEURAL NETWORKS», 2025, 195, pp. 1 - 57 [Scientific article]

Roccetti, M.; Cacciapuoti, G., Beyond the Gold Standard: Linear Regression and Poisson GLM Yield Identical Mortality Trends and Deaths Counts for COVID-19 in Italy: 2021–2025, «COMPUTATION», 2025, 13, pp. 1 - 32 [Scientific article]

Francobaldi, Matteo; Lombardi, Michele, SMLE: Safe Machine Learning via Embedded Overapproximation, in: Proceedings of the AAAI Conference on Artificial Intelligence, Association for the Advancement of Artificial Intelligence, «PROCEEDINGS OF THE ... AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE», 2025, 39, pp. 27286 - 27294 (atti di: 39th Annual AAAI Conference on Artificial Intelligence, AAAI 2025, usa, 2025) [Contribution to conference proceedings]

Zhang, Yingqian; Guns, Tias; Lombardi, Michele; De Causmaecker, Patrick, Data science meets optimization II, in: Data science meets optimization II, VAN GODEWIJCKSTRAAT 30, 3311 GZ DORDRECHT, NETHERLANDS, Springer Science and Business Media Deutschland GmbH, 2025, pp. 343 - 345 [Preface]

Signorelli, Gaetano; Lombardi, Michele, Constrained Machine Learning Through Hyperspherical Representation, in: Lecture Notes in Computer Science, GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND, Springer Science and Business Media Deutschland GmbH, «LECTURE NOTES IN COMPUTER SCIENCE», 2025, 15763 LNCS, pp. 209 - 217 (atti di: 22nd International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, CPAIOR 2025, aus, 2025) [Contribution to conference proceedings]

Melis, Andrea; Giovine, Andrea; Rinieri, Lorenzo, Time-Sensitive Networking Digital Twin for STRIDE-based security testing, «EURASIP JOURNAL ON INFORMATION SECURITY», 2025, 2025, pp. 1 - 16 [Scientific article]

De Marchi, Alberto; Gigli, Lorenzo; Melis, Andrea; Sciullo, Luca; Vitali, Fabio, Supporting Resilient, Ethical, and Verifiable Anonymous Identities Through Blockchains, in: 22nd International Conference on Security and Cryptography, 2025, pp. 777 - 782 (atti di: 22nd International Conference on Security and Cryptography, Bilbao, 11 Giugno 2025) [Contribution to conference proceedings]

Ferretti, S; D'Angelo, G; Ghini, V; Tomasone, Mb, Detecting Smart Contract Vulnerabilities using Transformers and LLMs, in: IEEE Annual Conference on Pervasive Computing and Communications Workshops (PerCom), 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA, IEEE COMPUTER SOC, 2025, pp. 7 - 12 (atti di: 2025 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2025, USA, 2025) [Contribution to conference proceedings]

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]

Zayene, M. A.; Basly, H.; Franco, A.; Dridi, B.; Sayadi, F. E., Alzheimer's disease detection via human activity recognition and temporal segmentation in untrimmed videos, «NEUROCOMPUTING», 2025, 653, pp. 1 - 23 [Scientific article]

Botazzo Rozendo, G.; Dadi, M.; Franco, A.; Lumini, A., Cattle weight estimation using 2D side-view images and estimated depth-based 3D modeling, «SMART AGRICULTURAL TECHNOLOGY», 2025, 12, pp. 1 - 13 [Scientific article]

Borghi, G.; Franco, A.; Di Domenico, N.; Maltoni, D., TONO: A Synthetic Dataset for Face Image Compliance to ISO/ICAO Standard, in: Lecture Notes in Computer Science, Berlin, Springer-Verlag, «LECTURE NOTES IN COMPUTER SCIENCE», 2025, 15642, pp. 1 - 18 (atti di: 18th European Conference on Computer Vision, ECCV 2024, Milano, 2024) [Contribution to conference proceedings]