Laurent Charlin
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
28
Venues
16
Active years
2008–2026
Best venue rank
A*
Where they publish
Papers
28 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | Optimizing User Profiles via Contextual Bandits for Retrieval-Augmented LLM Personalization. | Linfeng Du, Ye Yuan, Zichen Zhao, Fuyuan Lyu, Emiliano Penaloza, Xiuying Chen, Zipeng Sun, Jikun Kang, Laurent Charlin, Xue Liu, Haolun Wu |
| 2026 | CPAIOR | Contextual Preference Distribution Learning. | Benjamin Hudson, Laurent Charlin, Emma Frejinger |
| 2025 | ICML | Addressing Concept Mislabeling in Concept Bottleneck Models Through Preference Optimization. | Emiliano Penaloza, Tianyue H. Zhang, Laurent Charlin, Mateo Espinosa Zarlenga |
| 2025 | WWW | TEARS: Text Representations for Scrutable Recommendations. | Emiliano Penaloza, Olivier Gouvert, Haolun Wu, Laurent Charlin |
| 2024 | ICML | Towards Modular LLMs by Building and Reusing a Library of LoRAs. | Oleksiy Ostapenko, Zhan Su, Edoardo M. Ponti, Laurent Charlin, Nicolas Le Roux, Lucas Caccia, Alessandro Sordoni |
| 2023 | AAAI | From IID to the Independent Mechanisms assumption in continual learning. | Oleksiy Ostapenko, Pau Rodrguez, Alexandre Lacoste, Laurent Charlin |
| 2022 | ICML | Learning to Cut by Looking Ahead: Cutting Plane Selection via Imitation Learning. | Max B. Paulus, Giulia Zarpellon, Andreas Krause, Laurent Charlin, Chris J. Maddison |
| 2021 | AIED | A Comparative Study of Learning Outcomes for Online Learning Platforms. | Franois St-Hilaire, Nathan Burns, Robert Belfer, Muhammad Shayan, Ariella Smofsky, Dung Do Vu, Antoine Frau, Joseph Potochny, Farid Faraji, Vincent Pavero, Neroli Ko, Ansona Onyi Ching, Sabina Elkins, Anush Stepanyan, Adela Matajova, Laurent Charlin, Yoshua Bengio, Iulian Vlad Serban, Ekaterina Kochmar |
| 2021 | ICCV | Beyond Trivial Counterfactual Explanations with Diverse Valuable Explanations. | Pau Rodrguez, Massimo Caccia, Alexandre Lacoste, Lee Zamparo, Issam H. Laradji, Laurent Charlin, David Vzquez |
| 2020 | AIED | A Large-Scale, Open-Domain, Mixed-Interface Dialogue-Based ITS for STEM. | Iulian Vlad Serban, Varun Gupta, Ekaterina Kochmar, Dung Do Vu, Robert Belfer, Joelle Pineau, Aaron C. Courville, Laurent Charlin, Yoshua Bengio |
| 2020 | EMNLP | Multi-XScience: A Large-scale Dataset for Extreme Multi-document Summarization of Scientific Articles. | Yao Lu, Yue Dong, Laurent Charlin |
| 2020 | ICLR | Language GANs Falling Short. | Massimo Caccia, Lucas Caccia, William Fedus, Hugo Larochelle, Joelle Pineau, Laurent Charlin |
| 2020 | RecSys | Causal Inference for Recommender Systems. | Yixin Wang, Dawen Liang, Laurent Charlin, David M. Blei |
| 2019 | WSDM | Session-Based Social Recommendation via Dynamic Graph Attention Networks. | Weiping Song, Zhiping Xiao, Yifan Wang, Laurent Charlin, Ming Zhang, Jian Tang |
| 2018 | ICML | Focused Hierarchical RNNs for Conditional Sequence Processing. | Nan Rosemary Ke, Konrad Zolna, Alessandro Sordoni, Zhouhan Lin, Adam Trischler, Yoshua Bengio, Joelle Pineau, Laurent Charlin, Christopher J. Pal |
| 2017 | AAAI | A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues. | Iulian Vlad Serban, Alessandro Sordoni, Ryan Lowe, Laurent Charlin, Joelle Pineau, Aaron C. Courville, Yoshua Bengio |
| 2017 | AI | A Sparse Probabilistic Model of User Preference Data. | Matthew Smith, Laurent Charlin, Joelle Pineau |
| 2016 | EMNLP | How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response Generation. | Chia-Wei Liu, Ryan Lowe, Iulian Serban, Michael Noseworthy, Laurent Charlin, Joelle Pineau |
| 2016 | RecSys | Factorization Meets the Item Embedding: Regularizing Matrix Factorization with Item Co-occurrence. | Dawen Liang, Jaan Altosaar, Laurent Charlin, David M. Blei |
| 2016 | WWW | Modeling User Exposure in Recommendation. | Dawen Liang, Laurent Charlin, James McInerney, David M. Blei |
| 2016 | SIGdial | On the Evaluation of Dialogue Systems with Next Utterance Classification. | Ryan Lowe, Iulian Vlad Serban, Michael Noseworthy, Laurent Charlin, Joelle Pineau |
| 2015 | AISTATS | Deep Exponential Families. | Rajesh Ranganath, Linpeng Tang, Laurent Charlin, David M. Blei |
| 2015 | RecSys | Dynamic Poisson Factorization. | Laurent Charlin, Rajesh Ranganath, James McInerney, David M. Blei |
| 2014 | KDD | Leveraging user libraries to bootstrap collaborative filtering. | Laurent Charlin, Richard S. Zemel, Hugo Larochelle |
| 2013 | ICML | Stochastic k-Neighborhood Selection for Supervised and Unsupervised Learning. | Daniel Tarlow, Kevin Swersky, Laurent Charlin, Ilya Sutskever, Richard S. Zemel |
| 2012 | ICML | Active Learning for Matching Problems. | Laurent Charlin, Richard S. Zemel, Craig Boutilier |
| 2011 | UAI | A Framework for Optimizing Paper Matching. | Laurent Charlin, Richard S. Zemel, Craig Boutilier |
| 2008 | UAI | Hierarchical POMDP Controller Optimization by Likelihood Maximization. | Marc Toussaint, Laurent Charlin, Pascal Poupart |