| 2024 | ESANN | Clarity: a Deep Ensemble for Visual Counterfactual Explanations. | Claire Theobald, Frdric Pennerath, Brieuc Conan-Guez, Miguel Couceiro, Amedeo Napoli |
| 2018 | ESANN | K-spectral centroid: extension and optimizations. | Brieuc Conan-Guez, Alain Gly, Lydia Boudjeloud-Assala, Alexandre Blansch |
| 2012 | ESANN | Dissimilarity Clustering by Hierarchical Multi-Level Refinement. | Brieuc Conan-Guez, Fabrice Rossi |
| 2007 | IWANN | Speeding Up the Dissimilarity Self-Organizing Maps by Branch and Bound. | Brieuc Conan-Guez, Fabrice Rossi |
| 2004 | ESANN | Functional radial basis function networks. | Nicolas Delannay, Fabrice Rossi, Brieuc Conan-Guez, Michel Verleysen |
| 2004 | ESANN | Functional preprocessing for multilayer perceptrons. | Fabrice Rossi, Brieuc Conan-Guez |
| 2004 | ESANN | Clustering functional data with the SOM algorithm. | Fabrice Rossi, Brieuc Conan-Guez, Acha El Golli |
| 2002 | ESANN | Theoretical properties of functional Multi Layer Perceptrons. | Fabrice Rossi, Brieuc Conan-Guez, Franois Fleuret |
| 2002 | ICANN | Multi-layer Perceptrons for Functional Data Analysis: A Projection Based Approach. | Brieuc Conan-Guez, Fabrice Rossi |