How to Think About Benchmarking Neurosymbolic AI? - Johanna Ott; Arthur Ledaguenel; Céline Hudelot; Mattis Hartwig (NeSy, 2023)

Improving Neural-based Classification with Logical Background Knowledge. - Arthur Ledaguenel; Céline Hudelot; Mostepha Khouadjia (CoRR, 2024)

Complexity of Probabilistic Reasoning for Neurosymbolic Classification Techniques. - Arthur Ledaguenel; Céline Hudelot; Mostepha Khouadjia (CoRR, 2024)

Neurosymbolic Conformal Classification. - Arthur Ledaguenel; Céline Hudelot; Mostepha Khouadjia (CoRR, 2024)

A Complexity Map of Probabilistic Reasoning for Neurosymbolic Classification Techniques. - Arthur Ledaguenel; Céline Hudelot; Mostepha Khouadjia (Math. Comput. Sci., 2025)