| 2026 | LREC | SWE-QA: A Dataset and Benchmark for Complex Code Understanding. | Lala Elkoussy, Julien Perez |
| 2026 | LREC | HistoriQA-ThirdRepublic: Multi-Hop Question Answering Corpus for Historical Research, Parliamentary Debates from the French Third Republic (1870-1940). | Aurlien Pellet, Marie Anna Puren, Julien Perez |
| 2025 | DSAA | Diffusion for Explainable Unsupervised Anomaly Detection. | Elouan Vincent, Alexandre Dran, Julien Perez, Marc Plantevit, Cline Robardet |
| 2024 | ICRA | SLIM: Skill Learning with Multiple Critics. | David Emukpere, Bingbing Wu, Julien Perez, Jean-Michel Renders |
| 2024 | ICRA | Attention-Based Cloth Manipulation from Model-free Topological Representation. | Kevin Galassi, Bingbing Wu, Julien Perez, Gianluca Palli, Jean-Michel Renders |
| 2023 | ICRA | Safety-Aware Unsupervised Skill Discovery. | Sunin Kim, Jaewoon Kwon, Taeyoon Lee, Younghyo Park, Julien Perez |
| 2021 | EACL | Globalizing BERT-based Transformer Architectures for Long Document Summarization. | Quentin Grail, Julien Perez, ric Gaussier |
| 2021 | ICML | Demonstration-Conditioned Reinforcement Learning for Few-Shot Imitation. | Christopher R. Dance, Julien Perez, Tho Cachet |
| 2021 | ICRA | Learning Reachable Manifold and Inverse Mapping for a Redundant Robot manipulator. | Seungsu Kim, Julien Perez |
| 2020 | ECCV | Learning Visual Representations with Caption Annotations. | Mert Blent Sariyildiz, Julien Perez, Diane Larlus |
| 2019 | FlAIRS | Implicit Discourse Relation Classification with Syntax-Aware Contextualized Word Representations. | Diana Nicoleta Popa, Julien Perez, James Henderson, ric Gaussier |
| 2017 | EACL | A Language-independent and Compositional Model for Personality Trait Recognition from Short Texts. | Fei Liu, Julien Perez, Scott Nowson |
| 2017 | EACL | Gated End-to-End Memory Networks. | Fei Liu, Julien Perez |
| 2017 | EACL | Dialog state tracking, a machine reading approach using Memory Network. | Julien Perez, Fei Liu |
| 2017 | SIGMOD | Hybrid Feature Factored System for Scoring Extracted Passage Relevance in Regulatory Filings. | Denys Proux, Claude Roux, gnes Sndor, Julien Perez |
| 2016 | COLING | A Recurrent and Compositional Model for Personality Trait Recognition from Short Texts. | Fei Liu, Julien Perez, Scott Nowson |
| 2015 | EMNLP | Motivating Personality-aware Machine Translation. | Shachar Mirkin, Scott Nowson, Caroline Brun, Julien Perez |
| 2013 | GLOBECOM | A robust, adaptive and hierarchical knowledge dissemination architecture. | Sami Souihi, Julien Perez, Said Hoceini, Abdelhamid Mellouk |
| 2009 | KDD | Toward autonomic grids: analyzing the job flow with affinity streaming. | Xiangliang Zhang, Cyril Furtlehner, Julien Perez, Ccile Germain-Renaud, Michle Sebag |
| 2008 | CCGRID | Grid Differentiated Services: A Reinforcement Learning Approach. | Julien Perez, Ccile Germain-Renaud, Balzs Kgl, Charles Loomis |