| 2025 | CIKM | Extreme Multi-Label Completion for Semantic Document Tagging with Taxonomy-Aware Parallel Learning. | Julien Audiffren, Christophe Broillet, Ljiljana Dolamic, Philippe Cudr-Mauroux |
| 2024 | WWW | Follow the Path: Hierarchy-Aware Extreme Multi-Label Completion for Semantic Text Tagging. | Natalia Ostapuk, Julien Audiffren, Ljiljana Dolamic, Alain Mermoud, Philippe Cudr-Mauroux |
| 2021 | ICML | Dichotomous Optimistic Search to Quantify Human Perception. | Julien Audiffren |
| 2021 | WWW | Wiki2Prop: A Multimodal Approach for Predicting Wikidata Properties from Wikipedia. | Michael Luggen, Julien Audiffren, Djellel Eddine Difallah, Philippe Cudr-Mauroux |
| 2020 | ICASSP | Low Rank Activations for Tensor-Based Convolutional Sparse Coding. | Pierre Humbert, Julien Audiffren, Laurent Oudre, Nicolas Vayatis |
| 2019 | ICTAI | Fusing Vector Space Models for Domain-Specific Applications. | Laura Rettig, Julien Audiffren, Philippe Cudr-Mauroux |
| 2018 | COMPSAC | Model-Space Regularization and Fully Interpretable Algorithms for Postural Control Quantification. | Alice Nicola, Julien Audiffren |
| 2017 | IJCNN | m-Power regularized least squares regression. | Julien Audiffren, Hachem Kadri |
| 2015 | ESANN | Online Learning with Operator-valued Kernels. | Julien Audiffren, Hachem Kadri |
| 2015 | IJCAI | Maximum Entropy Semi-Supervised Inverse Reinforcement Learning. | Julien Audiffren, Michal Valko, Alessandro Lazaric, Mohammad Ghavamzadeh |
| 2013 | ACML | Stability of Multi-Task Kernel Regression Algorithms. | Julien Audiffren, Hachem Kadri |