| 2026 | ESANN | High Performance, Low Reliability: Uncertainty Benchmarking for Tabular Foundation Models. | Jos Lucas De Melo Costa, Fabrice Popineau, Arpad Rimmel, Bich-Lin Doan |
| 2025 | ICLR | T-JEPA: Augmentation-Free Self-Supervised Learning for Tabular Data. | Hugo Thimonier, Jos Lucas De Melo Costa, Fabrice Popineau, Arpad Rimmel, Bich-Lin Doan |
| 2024 | CIKM | Retrieval Augmented Deep Anomaly Detection for Tabular Data. | Hugo Thimonier, Fabrice Popineau, Arpad Rimmel, Bich-Lin Doan |
| 2024 | ICML | Beyond Individual Input for Deep Anomaly Detection on Tabular Data. | Hugo Thimonier, Fabrice Popineau, Arpad Rimmel, Bich-Lin Doan |
| 2023 | INISTA | Benchmarking Robustness of Deep Reinforcement Learning approaches to Online Portfolio Management. | Marc Velay, Bich-Lin Doan, Arpad Rimmel, Fabrice Popineau, Fabrice Daniel |
| 2022 | IJCNN | TracInAD: Measuring Influence for Anomaly Detection. | Hugo Thimonier, Fabrice Popineau, Arpad Rimmel, Bich-Lin Doan, Fabrice Daniel |
| 2020 | IC3K | Filtering a Reference Corpus to Generalize Stylometric Representations. | Julien Hay, Bich-Lin Doan, Fabrice Popineau, Ouassim Ait ElHara |
| 2014 | ECIR | Unsupervised Approach for Identifying Users' Political Orientations. | Youssef Meguebli, Mouna Kacimi, Bich-Lin Doan, Fabrice Popineau |
| 2014 | IC3K | Exploiting Social Debates for Opinion Ranking. | Youssef Meguebli, Mouna Kacimi, Bich-Lin Doan, Fabrice Popineau |
| 2014 | IC3K | Stories Around You - A Two-Stage Personalized News Recommendation. | Youssef Meguebli, Mouna Kacimi, Bich-Lin Doan, Fabrice Popineau |
| 2010 | IC3K | A Context-based Model for Web Query Reformulation. | Ounas Asfari, Bich-Lin Doan, Yolaine Bourda, Jean-Paul Sansonnet |
| 2009 | ECIR | Workshop on Contextual Information Access, Seeking and Retrieval Evaluation. | Bich-Lin Doan, Joemon M. Jose, Massimo Melucci, Lynda Tamine-Lechani |
| 2007 | ICALT | A Semi-Automatic Tool for Personalizing and Reusing Web Learning Resources. | Doina Babu, Bich-Lin Doan, Yolaine Bourda |
| 2007 | SIGIR | A web page topic segmentation algorithm based on visual criteria and content layout. | Idir Chibane, Bich-Lin Doan |
| 2006 | ICALT | An Educational System Based on Several Ontologies. | Bich-Lin Doan, Yolaine Bourda |
| 2006 | ICALT | A Semi-Automatic Tool using Ontology to Extract Learning Objects. | Bich-Lin Doan, Yolaine Bourda, Vasile Dumitrascu |
| 2004 | ICALT | Formalizing for Querying Learning Objects Using OWL. | Nacra Bennacer, Yolaine Bourda, Bich-Lin Doan |
| 2004 | ICALT | Using OWL to Describe Pedagogical Resources. | Bich-Lin Doan, Yolaine Bourda, Nacra Bennacer |
| 2003 | ICALT | The Semantic Web for Learning Resources. | Yolaine Bourda, Bich-Lin Doan |
| 2003 | ICALT | Generating Adaptive Hypermedia with Golog and Conceptual Graphs. | Fabrice Popineau, Yolaine Bourda, Bich-Lin Doan |
| 2002 | ICCE | Taking Benefit of the Structure to Improve the Retrieval of Pedagogical Resources. | Bich-Lin Doan, Yolaine Bourda |
| 1999 | ECIR | Virtual WWW Documents: a Concept to Explicit the Structure of WWW Sites. | Bich-Lin Doan, Michel Beigbeder |