| 2025 | ICLR | Efficient Active Imitation Learning with Random Network Distillation. | Emilien Bir, Anthony Kobanda, Ludovic Denoyer, Rmy Portelas |
| 2025 | IJCNN | Navigation With QPHIL: Quantizing Planner for Hierarchical Implicit Q-Learning. | Alexi Canesse, Mathieu Petitbois, Ludovic Denoyer, Sylvain Lamprier, Rmy Portelas |
| 2023 | ICLR | Building a Subspace of Policies for Scalable Continual Learning. | Jean-Baptiste Gaya, Thang Doan, Lucas Caccia, Laure Soulier, Ludovic Denoyer, Roberta Raileanu |
| 2022 | BMVC | Can I see an Example? Active Learning the Long Tail of Attributes and Relations. | Tyler L. Hayes, Maximilian Nickel, Christopher Kanan, Ludovic Denoyer, Arthur Szlam |
| 2022 | ICLR | Learning a subspace of policies for online adaptation in Reinforcement Learning. | Jean-Baptiste Gaya, Laure Soulier, Ludovic Denoyer |
| 2022 | ICLR | Direct then Diffuse: Incremental Unsupervised Skill Discovery for State Covering and Goal Reaching. | Pierre-Alexandre Kamienny, Jean Tarbouriech, Sylvain Lamprier, Alessandro Lazaric, Ludovic Denoyer |
| 2022 | SIGIR | Interactive Query Clarification and Refinement via User Simulation. | Pierre Erbacher, Ludovic Denoyer, Laure Soulier |
| 2022 | UAI | Temporal abstractions-augmented temporally contrastive learning: An alternative to the Laplacian in RL. | Akram Erraqabi, Marlos C. Machado, Mingde Zhao, Sainbayar Sukhbaatar, Alessandro Lazaric, Ludovic Denoyer, Yoshua Bengio |
| 2021 | ICLR | Efficient Continual Learning with Modular Networks and Task-Driven Priors. | Tom Veniat, Ludovic Denoyer, Marc'Aurelio Ranzato |
| 2021 | IJCNN | Concept Matching for Low-Resource Classification. | Federico Errica, Fabrizio Silvestri, Bora Edizel, Ludovic Denoyer, Fabio Petroni, Vassilis Plachouras, Sebastian Riedel |
| 2021 | SIGIR | State of the Art of User Simulation Approaches for Conversational Information Retrieval. | Pierre Erbacher, Laure Soulier, Ludovic Denoyer |
| 2020 | ESANN | Time Series Prediction using Disentangled Latent Factors. | Perrine Cribier-Delande, Raphal Puget, Vincent Guigue, Ludovic Denoyer |
| 2019 | ACL | Unsupervised Question Answering by Cloze Translation. | Patrick Lewis, Ludovic Denoyer, Sebastian Riedel |
| 2019 | ICASSP | Stochastic Adaptive Neural Architecture Search for Keyword Spotting. | Tom Vniat, Olivier Schwander, Ludovic Denoyer |
| 2019 | ICDM | Learning Dynamic Author Representations with Temporal Language Models. | Edouard Delasalles, Sylvain Lamprier, Ludovic Denoyer |
| 2019 | ICLR | Multiple-Attribute Text Rewriting. | Guillaume Lample, Sandeep Subramanian, Eric Michael Smith, Ludovic Denoyer, Marc'Aurelio Ranzato, Y-Lan Boureau |
| 2019 | ICONIP | Dynamic Neural Language Models. | Edouard Delasalles, Sylvain Lamprier, Ludovic Denoyer |
| 2018 | CVPR | Learning Time/Memory-Efficient Deep Architectures With Budgeted Super Networks. | Tom Veniat, Ludovic Denoyer |
| 2018 | EMNLP | A Reinforcement Learning-driven Translation Model for Search-Oriented Conversational Systems. | Wafa Aissa, Laure Soulier, Ludovic Denoyer |
| 2018 | EMNLP | Phrase-Based & Neural Unsupervised Machine Translation. | Guillaume Lample, Myle Ott, Alexis Conneau, Ludovic Denoyer, Marc'Aurelio Ranzato |
| 2018 | ESANN | transferring style in motion capture sequences with adversarial learning. | Qi Wang, Mickal Chen, Thierry Artires, Ludovic Denoyer |
| 2018 | ICLR | Multi-View Data Generation Without View Supervision. | Mickal Chen, Ludovic Denoyer, Thierry Artires |
| 2018 | ICLR | Unsupervised Machine Translation Using Monolingual Corpora Only. | Guillaume Lample, Alexis Conneau, Ludovic Denoyer, Marc'Aurelio Ranzato |
| 2018 | ICLR | Word translation without parallel data. | Guillaume Lample, Alexis Conneau, Marc'Aurelio Ranzato, Ludovic Denoyer, Herv Jgou |
| 2018 | IJCNN | Budgeted Hierarchical Reinforcement Learning. | Aurlia Lon, Ludovic Denoyer |
| 2017 | ICDM | Spatio-Temporal Neural Networks for Space-Time Series Forecasting and Relations Discovery. | Ali Ziat, Edouard Delasalles, Ludovic Denoyer, Patrick Gallinari |
| 2017 | ICONIP | Binary Stochastic Representations for Large Multi-class Classification. | Thomas Gerald, Nicolas Baskiotis, Ludovic Denoyer |
| 2016 | ESANN | Policy-gradient methods for Decision Trees. | Aurlia Lon, Ludovic Denoyer |
| 2016 | ESANN | Learning Embeddings for Completion and Prediction of Relationnal Multivariate Time-Series. | Ali Ziat, Gabriella Contardo, Nicolas Baskiotis, Ludovic Denoyer |
| 2016 | ICONIP | Recurrent Neural Networks for Adaptive Feature Acquisition. | Gabriella Contardo, Ludovic Denoyer, Thierry Artires |
| 2016 | IDA | Sequential Cost-Sensitive Feature Acquisition. | Gabriella Contardo, Ludovic Denoyer, Thierry Artires |
| 2015 | ICML | Car-Traffic Forecasting: A Representation Learning Approach. | Ali Ziat, Gabriella Contardo, Nicolas Baskiotis, Ludovic Denoyer |
| 2015 | ICWSM | WhichStreams: A Dynamic Approach for Focused Data Capture from Large Social Media. | Thibault Gisselbrecht, Ludovic Denoyer, Patrick Gallinari, Sylvain Lamprier |
| 2014 | AINA | Graph Anonymization Using Machine Learning. | Maria Laura Maag, Ludovic Denoyer, Patrick Gallinari |
| 2014 | WSDM | Learning social network embeddings for predicting information diffusion. | Simon Bourigault, Cdric Lagnier, Sylvain Lamprier, Ludovic Denoyer, Patrick Gallinari |
| 2014 | WSDM | Learning latent representations of nodes for classifying in heterogeneous social networks. | Yann Jacob, Ludovic Denoyer, Patrick Gallinari |
| 2013 | ECIR | Latent Factor BlockModel for Modelling Relational Data. | Sheng Gao, Ludovic Denoyer, Patrick Gallinari, Jun Guo |
| 2013 | ECIR | Predicting Information Diffusion in Social Networks Using Content and User's Profiles. | Cdric Lagnier, Ludovic Denoyer, ric Gaussier, Patrick Gallinari |
| 2012 | WWW | Link prediction via latent factor BlockModel. | Sheng Gao, Ludovic Denoyer, Patrick Gallinari |
| 2012 | WWW | Predicting information diffusion on social networks with partial knowledge. | Anis Najar, Ludovic Denoyer, Patrick Gallinari |
| 2011 | CIDM | Link Pattern Prediction with tensor decomposition in multi-relational networks. | Sheng Gao, Ludovic Denoyer, Patrick Gallinari |
| 2011 | CIKM | Temporal link prediction by integrating content and structure information. | Sheng Gao, Ludovic Denoyer, Patrick Gallinari |
| 2011 | CIKM | Classification and annotation in social corpora using multiple relations. | Yann Jacob, Ludovic Denoyer, Patrick Gallinari |
| 2011 | ECIR | Text Classification: A Sequential Reading Approach. | Gabriel Dulac-Arnold, Ludovic Denoyer, Patrick Gallinari |
| 2010 | ICWSM | A Ranking Based Model for Automatic Image Annotation in a Social Network. | Ludovic Denoyer, Patrick Gallinari |
| 2003 | DocEng | Structured multimedia document classification. | Ludovic Denoyer, Jean-Nol Vittaut, Patrick Gallinari, Sylvie Brunessaux, Stephan Brunessaux |