| 2025 | ACL | SAKE: Steering Activations for Knowledge Editing. | Marco Scialanga, Thibault Laugel, Vincent Grari, Marcin Detyniecki |
| 2024 | ICLR | On the Fairness ROAD: Robust Optimization for Adversarial Debiasing. | Vincent Grari, Thibault Laugel, Tatsunori Hashimoto, Sylvain Lamprier, Marcin Detyniecki |
| 2024 | ISM | The ≪Huh?≫ Button: Improving Understanding in Educational Videos with Large Language Models. | Boris Ruf, Marcin Detyniecki |
| 2023 | IGARSS | Improving Few-Shot Object Detection with Object Part Proposals. | Arthur Chevalley, Ciprian Tomoiaga, Marcin Detyniecki, Marc Ruwurm, Devis Tuia |
| 2023 | IUI | Investigating the Intelligibility of Plural Counterfactual Examples for Non-Expert Users: an Explanation User Interface Proposition and User Study. | Clara Bove, Marie-Jeanne Lesot, Charles Albert Tijus, Marcin Detyniecki |
| 2022 | CHI | A Tool Bundle for AI Fairness in Practice. | Boris Ruf, Marcin Detyniecki |
| 2022 | IJCAI | Fairness without the Sensitive Attribute via Causal Variational Autoencoder. | Vincent Grari, Sylvain Lamprier, Marcin Detyniecki |
| 2022 | IPMU | Integrating Prior Knowledge in Post-hoc Explanations. | Adulam Jeyasothy, Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki |
| 2022 | IUI | Contextualization and Exploration of Local Feature Importance Explanations to Improve Understanding and Satisfaction of Non-Expert Users. | Clara Bove, Jonathan Aigrain, Marie-Jeanne Lesot, Charles Tijus, Marcin Detyniecki |
| 2021 | ICONIP | Enforcing Individual Fairness via Rnyi Variational Inference. | Vincent Grari, Oualid El Hajouji, Sylvain Lamprier, Marcin Detyniecki |
| 2021 | IUI | Building Trust in Artificial Conversational Agents. | Clara Bove, Jonathan Aigrain, Marcin Detyniecki |
| 2021 | IUI | Contextualising local explanations for non-expert users: an XAI pricing interface for insurance. | Clara Bove, Jonathan Aigrain, Marie-Jeanne Lesot, Charles Tijus, Marcin Detyniecki |
| 2020 | IJCAI | Fairness-Aware Neural Rnyi Minimization for Continuous Features. | Vincent Grari, Sylvain Lamprier, Marcin Detyniecki |
| 2019 | ICDM | Fair Adversarial Gradient Tree Boosting. | Vincent Grari, Boris Ruf, Sylvain Lamprier, Marcin Detyniecki |
| 2019 | IJCAI | The Dangers of Post-hoc Interpretability: Unjustified Counterfactual Explanations. | Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Xavier Renard, Marcin Detyniecki |
| 2019 | SMC | Contract Statements Knowledge Service for Chatbots. | Boris Ruf, Matteo Sammarco, Marcin Detyniecki |
| 2018 | IPMU | Comparison-Based Inverse Classification for Interpretability in Machine Learning. | Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Xavier Renard, Marcin Detyniecki |
| 2018 | VEHITS | Crashzam: Sound-based Car Crash Detection. | Matteo Sammarco, Marcin Detyniecki |
| 2017 | IDA | Droplet Ensemble Learning on Drifting Data Streams. | Pierre-Xavier Loeffel, Albert Bifet, Christophe Marsala, Marcin Detyniecki |
| 2017 | IUI | Dimensions for Automatic Interpretation of Approximate Numerical Expressions: An empirical study. | Sbastien Lefort, Elisabetta Zibetti, Marie-Jeanne Lesot, Marcin Detyniecki, Charles Tijus |
| 2016 | ESANN | Memory management for data streams subject to concept drift. | Pierre-Xavier Loeffel, Christophe Marsala, Marcin Detyniecki |
| 2016 | ICDM | Improving the Prediction Cost of Drift Handling Algorithms by Abstaining. | Pierre-Xavier Loeffel, Vincent Lemaire, Christophe Marsala, Marcin Detyniecki |
| 2016 | ICMI | On leveraging crowdsourced data for automatic perceived stress detection. | Jonathan Aigrain, Arnaud Dapogny, Kevin Bailly, Sverine Dubuisson, Marcin Detyniecki, Mohamed Chetouani |
| 2016 | IPMU | How Much Is "About"? Fuzzy Interpretation of Approximate Numerical Expressions. | Sbastien Lefort, Marie-Jeanne Lesot, Elisabetta Zibetti, Charles Tijus, Marcin Detyniecki |
| 2015 | DSAA | Classification with a reject option under Concept Drift: The Droplets algorithm. | Pierre-Xavier Loeffel, Christophe Marsala, Marcin Detyniecki |
| 2015 | DSAA | Random-shapelet: An algorithm for fast shapelet discovery. | Xavier Renard, Maria Rifqi, Walid Erray, Marcin Detyniecki |
| 2015 | FG | Person-specific behavioural features for automatic stress detection. | Jonathan Aigrain, Sverine Dubuisson, Marcin Detyniecki, Mohamed Chetouani |
| 2013 | CBMI | Using tree of concepts and hierarchical reordering for diversity in image retrieval. | Christian Kuoman, Sabrina Tollari, Marcin Detyniecki |
| 2013 | EUSFLAT | Towards Smooth Monotonicity in Fuzzy Inference System based on Gradual Generalized Modus Ponens. | Phuc-Nguyen Vo, Marcin Detyniecki |
| 2013 | ICTAI | Accelerating One-Pass Clustering by Cluster Selection Racing. | Nicolas Labroche, Marcin Detyniecki, Thomas Brecke |
| 2010 | KES | Using Association Rules to Discover Color-Emotion Relationships Based on Social Tagging. | Haifeng Feng, Marie-Jeanne Lesot, Marcin Detyniecki |
| 2009 | ECIR | Exploiting Visual Concepts to Improve Text-Based Image Retrieval. | Sabrina Tollari, Marcin Detyniecki, Christophe Marsala, Ali Fakeri-Tabrizi, Massih-Reza Amini, Patrick Gallinari |
| 2007 | CEC | Memetic algorithms for inexact graph matching. | Thomas Brecke, Marcin Detyniecki |
| 2007 | EUSFLAT | Forest of Fuzzy Decision Trees and Their Application in Video Mining. | Marcin Detyniecki, Christophe Marsala |
| 2006 | ICANN | Using Self-Organizing Maps to Support Video Navigation. | Thomas Brecke, Ewa Kijak, Andreas Nrnberger, Marcin Detyniecki |
| 2003 | EUSFLAT | Fuzzy data mining for video. | Christophe Marsala, Marcin Detyniecki |
| 2003 | ICANN | Weighted Self-Organizing Maps: Incorporating User Feedback. | Andreas Nrnberger, Marcin Detyniecki |
| 2001 | EUSFLAT | Fuzzy inductive learning for multimedia mining. | Marcin Detyniecki, Christophe Marsala |
| 2000 | FQAS | Browsing a Video with Simple Constrained Queries over Fuzzy Annotations. | Marcin Detyniecki |