| 2025 | IROS | Disentangled Object-Centric Image Representation for Robotic Manipulation. | David Emukpere, Romain Deffayet, Bingbing Wu, Romain Brgier, Michael Niemaz, Jean-Luc Meunier, Denys Proux, Jean-Michel Renders, Seungsu Kim |
| 2025 | UAI | Distributional Reinforcement Learning with Dual Expectile-Quantile Regression. | Sami Jullien, Romain Deffayet, Jean-Michel Renders, Paul Groth, Maarten de Rijke |
| 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 |
| 2024 | SIGIR | Unbiased Learning to Rank Meets Reality: Lessons from Baidu's Large-Scale Search Dataset. | Philipp Hager, Romain Deffayet, Jean-Michel Renders, Onno Zoeter, Maarten de Rijke |
| 2023 | SIGIR | An Offline Metric for the Debiasedness of Click Models. | Romain Deffayet, Philipp Hager, Jean-Michel Renders, Maarten de Rijke |
| 2023 | WSDM | Generative Slate Recommendation with Reinforcement Learning. | Romain Deffayet, Thibaut Thonet, Jean-Michel Renders, Maarten de Rijke |
| 2022 | AAAI | Listwise Learning to Rank Based on Approximate Rank Indicators. | Thibaut Thonet, Yagmur Gizem Cinar, ric Gaussier, Minghan Li, Jean-Michel Renders |
| 2022 | CHI | What is Your Current Mindset? | Sruthi Viswanathan, Behrooz Omidvar-Tehrani, Jean-Michel Renders |
| 2022 | ECIR | Joint Personalized Search and Recommendation with Hypergraph Convolutional Networks. | Thibaut Thonet, Jean-Michel Renders, Mario Choi, Jinho Kim |
| 2022 | SIGIR | Pareto-Optimal Fairness-Utility Amortizations in Rankings with a DBN Exposure Model. | Till Kletti, Jean-Michel Renders, Patrick Loiseau |
| 2022 | WSDM | Introducing the Expohedron for Efficient Pareto-optimal Fairness-Utility Amortizations in Repeated Rankings. | Till Kletti, Jean-Michel Renders, Patrick Loiseau |
| 2021 | RecSys | GReS: Workshop on Graph Neural Networks for Recommendation and Search. | Thibaut Thonet, Stphane Clinchant, Carlos Lassance, Elvin Isufi, Jiaqi Ma, Yutong Xie, Jean-Michel Renders, Michael M. Bronstein |
| 2020 | ECIR | Learning to Rank Images with Cross-Modal Graph Convolutions. | Thibault Formal, Stphane Clinchant, Jean-Michel Renders, Sooyeol Lee, Geun-Hee Cho |
| 2020 | Interspeech | Modeling ASR Ambiguity for Neural Dialogue State Tracking. | Vaishali Pal, Fabien Guillot, Manish Shrivastava, Jean-Michel Renders, Laurent Besacier |
| 2020 | RecSys | Adaptive Pointwise-Pairwise Learning-to-Rank for Content-based Personalized Recommendation. | Yagmur Gizem Cinar, Jean-Michel Renders |
| 2020 | SIGIR | Multi-grouping Robust Fair Ranking. | Thibaut Thonet, Jean-Michel Renders |
| 2018 | ECIR | Active Search for High Recall: A Non-stationary Extension of Thompson Sampling. | Jean-Michel Renders |
| 2017 | KDD | Real-Time Optimization of Web Publisher RTB Revenues. | Pedro Chahuara, Nicolas Grislain, Grgoire Jauvion, Jean-Michel Renders |
| 2017 | UAI | Efficient Online Learning for Optimizing Value of Information: Theory and Application to Interactive Troubleshooting. | Yuxin Chen, Jean-Michel Renders, Morteza Haghir Chehreghani, Andreas Krause |
| 2016 | ECIR | Adaptive Collaborative Filtering with Extended Kalman Filters and Multi-armed Bandits. | Jean-Michel Renders |
| 2015 | ECIR | Time-Sensitive Collaborative Filtering through Adaptive Matrix Completion. | Julien Gaillard, Jean-Michel Renders |
| 2014 | ECIR | Boilerplate Detection and Recoding. | Matthias Gall, Jean-Michel Renders |
| 2013 | WWW | Who broke the news?: an analysis on first reports of news events. | Matthias Gall, Jean-Michel Renders, Eric Karstens |
| 2012 | ECIR | Full and Mini-batch Clustering of News Articles with Star-EM. | Matthias Gall, Jean-Michel Renders |
| 2012 | ECIR | A General Framework for People Retrieval in Social Media with Multiple Roles. | Amin Mantrach, Jean-Michel Renders |
| 2012 | ECIR | A Mailbox Search Engine Using Query Multi-modal Expansion and Community-Based Smoothing. | Amin Mantrach, Jean-Michel Renders |
| 2012 | LREC | Task-Driven Linguistic Analysis based on an Underspecified Features Representation. | Stasinos Konstantopoulos, Valia Kordoni, Nicola Cancedda, Vangelis Karkaletsis, Dietrich Klakow, Jean-Michel Renders |
| 2011 | IC3K | People Retrieval Leveraging Textual and Social Data. | Amin Mantrach, Jean-Michel Renders |
| 2011 | WSDM | Large-scale hierarchical text classification without labelled data. | Viet Ha-Thuc, Jean-Michel Renders |
| 2009 | CVPR | A family of contextual measures of similarity between distributions with application to image retrieval. | Florent Perronnin, Yan Liu, Jean-Michel Renders |
| 2008 | ECIR | Semi-supervised Document Classification with a Mislabeling Error Model. | Anastasia Krithara, Massih-Reza Amini, Jean-Michel Renders, Cyril Goutte |
| 2006 | ICML | Categorization in multiple category systems. | Jean-Michel Renders, ric Gaussier, Cyril Goutte, Franois Pacull, Gabriela Csurka |
| 2005 | ACL | A Voice Enabled Procedure Browser for the International Space Station. | Manny Rayner, Beth Ann Hockey, Nikos Chatzichrisafis, Kim Farrell, Jean-Michel Renders |
| 2004 | ACL | A Geometric View on Bilingual Lexicon Extraction from Comparable Corpora. | ric Gaussier, Jean-Michel Renders, Irina Matveeva, Cyril Goutte, Herv Djean |
| 2003 | ICDM | Links Between Kleinberg's Hubs and Authorities, Correspondence Analysis, and Markov Chains. | Franois Fouss, Marco Saerens, Jean-Michel Renders |
| 2002 | CoNLL | Combining Labelled and Unlabelled Data: A Case Study on Fisher Kernels and Transductive Inference for Biological Entity Recognition. | Cyril Goutte, Herv Djean, ric Gaussier, Nicola Cancedda, Jean-Michel Renders |
| 1997 | ICANN | Different Model Types for Short-Term Forecasting of Characteristic Load Points. | Myriam Monteyne, Tristan Salom, Franoise de Viron, Jean-Michel Renders, Pierre Doulliez, Franois Dongier, Jean Claus |
| 1994 | ICEC | Hybridizing Genetic Algorithms with Hill-Climbing Methods for Global Optimization: Two Possible Ways. | Hugues Bersini, Jean-Michel Renders |
| 1993 | ICML | Adaptive NeuroControl: How Black Box and Simple can it be. | Jean-Michel Renders, Hugues Bersini, Marco Saerens |
| 1988 | IROS | Control of Flexible Robot: Extension of the Computed Torque Method. | Jean-Michel Renders, Marc Becquet, Raymond Hanus |