| 2026 | DaWaK | Evaluating Sustainability in Graph Intelligence. | Pierre-Paul Cavallera, Landy Andriamampianina, Moncef Garouani, Franck Ravat, Jiefu Song, Nathalie Valls-Parlangeau |
| 2026 | IDA | Adaptive Local Kernel for Efficient Active Pairwise Constraint Clustering. | Vincent Blase, Julien Aligon, Moncef Garouani, Isabelle Ader, Olivier Teste |
| 2026 | IDA | Analyzing Shapley Additive Explanations to Understand Anomaly Detection Algorithm Behaviors and Their Complementarity. | Jordan Levy, Paul Saves, Moncef Garouani, Nicolas Verstaevel, Benot Gaudou |
| 2026 | PAKDD | Machine Learning Performance vs Explanation Quality: Can We Have the Best of Both Worlds? | Vronne Yepmo, Julien Aligon, Moncef Garouani, Andr Pninou, Olivier Teste |
| 2025 | CBMI | GeMix: Conditional GAN-Based Mixup for Improved Medical Image Augmentation. | Hugo Carlesso, Maria Eliza Patulea, Moncef Garouani, Radu Tudor Ionescu, Josiane Mothe |
| 2025 | EICS | Explainable Artificial Intelligence in Critical Interactive Systems: Opportunities and Challenges. | Camille Fayollas, Moncef Garouani, Clia Martinie |
| 2025 | ESANN | Multimodal Explainable Automated Diagnosis of Autistic Spectrum Disorder. | Meryem Ben Yahia, Moncef Garouani, Julien Aligon |
| 2025 | ICTAI | From Black-Box Tuning to Guided Optimization via Hyperparameters Interaction Analysis. | Moncef Garouani, Ayah Barhrhouj |
| 2025 | SIGIR | Dense Retrieval for Low Resource languages - the Case of Amharic Language. | Tilahun Yeshambel, Moncef Garouani, Serge Molina, Josiane Mothe |
| 2024 | CoDIT | IoT Sensor Selection in Cyber-Physical Systems: Leveraging Large Language Models as Recommender Systems. | Mohammad Choaib, Moncef Garouani, Mourad Bouneffa, Yasser Mohanna |
| 2024 | ECIR | Can We Predict QPP? An Approach Based on Multivariate Outliers. | Adrian-Gabriel Chifu, Sbastien Djean, Moncef Garouani, Josiane Mothe, Digo Ortiz, Md. Zia Ullah |
| 2024 | ICTAI | Investigating the Duality of Interpretability and Explainability in Machine Learning. | Moncef Garouani, Josiane Mothe, Ayah Barhrhouj, Julien Aligon |
| 2024 | WISE | Model Lake : A New Alternative for Machine Learning Models Management and Governance. | Moncef Garouani, Franck Ravat, Nathalie Valls-Parlangeau |
| 2023 | IDEAL | Unlocking the Black Box: Towards Interactive Explainable Automated Machine Learning. | Moncef Garouani, Mourad Bouneffa |