| 2026 | ECIR | Learned Hallucination Detection in Black-Box LLMs Using Token-Level Entropy Production Rate. | Charles Moslonka, Hicham Randrianarivo, Arthur Garnier, Emmanuel Malherbe |
| 2025 | ECAI | Fairness-Aware Grouping for Continuous Sensitive Variables: Application for Debiasing Face Analysis with Respect to Skin Tone. | Veronika Shilova, Emmanuel Malherbe, Giovanni Palma, Laurent Risser, Jean-Michel Loubes |
| 2023 | ICIAP | Weak Segmentation-Guided GAN for Realistic Color Edition. | Vincent Auriau, Emmanuel Malherbe, Matthieu Perrot |
| 2022 | ACCV | Skin Tone Diagnosis in the Wild: Towards More Robust and Inclusive User Experience Using Oriented Aleatoric Uncertainty. | Emmanuel Malherbe, Michel Remise, Shuai Zhang, Matthieu Perrot |
| 2015 | ICCBR | A Case-Based Approach for Easing Schema Semantic Mapping. | Emmanuel Malherbe, Thomas Iwaszko, Marie-Aude Aufaure |
| 2015 | KES | From a Ranking System to a Confidence Aware Semi-automatic Classifier. | Emmanuel Malherbe, Yves Vanrompay, Marie-Aude Aufaure |
| 2015 | SIGIR | Bringing Order to the Job Market: Efficient Job Offer Categorization in E-Recruitment. | Emmanuel Malherbe, Mario Cataldi, Andrea Ballatore |