Integrating Local and Global Interpretability for Deep Concept-Based Reasoning Models. - David Debot; Giuseppe Marra (ECCV Workshops (21), 2024)

Interpretable Concept-Based Memory Reasoning. - David Debot; Pietro Barbiero; Francesco Giannini; Gabriele Ciravegna; Michelangelo Diligenti; Giuseppe Marra (NeurIPS, 2024)

Neurosymbolic Reinforcement Learning: Playing MiniHack with Probabilistic Logic Shields. - David Debot; Gabriele Venturato; Giuseppe Marra; Luc De Raedt (AAAI, 2025)

Neural Interpretable Reasoning. - Pietro Barbiero; Giuseppe Marra; Gabriele Ciravegna; David Debot; Francesco De Santis; Michelangelo Diligenti; Mateo Espinosa Zarlenga; Francesco Giannini (CoRR, 2025)

Neurosymbolic Object-Centric Learning with Distant Supervision. - Stefano Colamonaco; David Debot; Giuseppe Marra (CoRR, 2025)

Interpretable Hierarchical Concept Reasoning through Attention-Guided Graph Learning. - David Debot; Pietro Barbiero; Gabriele Dominici; Giuseppe Marra (CoRR, 2025)