Research
2025
- “Streaming Federated Learning with Markovian Data” co-authored by Huỳnh Tấn Khiêm, Malcolm Egan, Giovanni Neglia, and Jean-Marie Gorce accepted at NeurIPS 2025 San Diego
- “Cryptarithmetic Playtime” co-authored by Arnaud Malapert, Marie Pelleau, Margaux Schmied, and Davide Fissore accepted at ICTAI 2025 Athens
- “RelationalFactQA: A Benchmark for Evaluating Tabular Fact Retrieval from Large Language Models” co-authored by Dario Satriani, Enzo Veltri, Donatello Santoro, and Paolo Papotti accepted at EurIPS 2025 Copenhagen
- “User Interface and Agent Interface for Online Generation of Knowledge Graph’s Competency Questions and Question-Query Training Sets” co-authored by Yousouf Taghzouti, Franck Michel, Tao Jiang, Louis-Félix Nothias, Fabien Gandon accepted at RAGE-KG 2025 at ISWC 2025
- "Q2Forge: Minting Competency Questions and SPARQL Queries for Question-Answering Over Knowledge Graphs" co-authored by Yousouf Taghzouti, Franck Michel, Tao Jiang, Louis-Félix Nothias, and Fabien Gandon accepted at K-CAP 2025
- "Overcoming the Generalization Limits of SLM Finetuning for Shape-Based Extraction of Datatype and Object Properties" co-authored by Célian Ringwald, Fabien Gandon, Catherine Faron, Franck Michel, and Hanna Abi Akl accepted at K-CAP 2025
- “One-shot active learning for vessel segmentation” co-authored by Daniele Falcetta, Hava Chaptoukaev, Francesco Galati, and Maria A. Zuluaga accepted at MICCAI 2025
- “VesselVerse: A Dataset and Collaborative Framework for Vessel Annotation” co-authored by Daniele Falcetta, Vincenzo Marciano, Kaiyuan Yang, Jon Cleary, Loïc Legris, Massimiliano Domenico Rizzaro, Ioannis Pitsiorlas, Hava Chaptoukaev, Benjamin Lemasson, Bjoern Menze, and Maria A. Zuluaga accepted at MICCAI 2025
- “SQUAB: Evaluating LLM's robustness to Ambiguous and Unanswerable Questions in Semantic Parsing” co-authored by Luca Cagliero, Paolo Papotti, and Simone Papicchio accepted at EMNLP25 Suzhou
- “Refining Attention for Explainable and Noise-Robust Fact-Checking with Transformers” co-authored by Jean-Flavien Bussotti and Paolo Papotti accepted at EMNLP25 Suzhou
- “Logical and Physical Optimizations for SQL Query Execution over Large Language Models” co-authored by Dario Satriani, Enzo Veltri, Donatello Santoro, Sara Rosato, Simone Varriale, and Paolo Papotti accepted at SIGMOD 2025 Berlin
- “No Such Thing as Free Brain Time: For a Pigouvian Tax on Attention Capture” by Hamza Belgroun, Fabien Gandon, and Franck Michel accepted to the AAAI AIES 2025
- "Frugal AI for Automated Cardiac Defibrillation: Balancing Performance & Hardware Constraints" co-authored by Rafael Silva, Caroline Stehlé, Guillaume Pétriat, Pierre-Henri Cadet, Thierry Tibi, and Maxime Sermesant accepted at FIMH 2025
- "Kastor: Fine-tuned Small Language Models for Shape-based Active Relation Extraction" co-authored by Fabien Gandon, Célian Ringwald, Catherine Faron, Franck Michel, and Hanna Abi Akl accepted at ESWC25 Portorož