| 2025 | IDA | Imposing Constraints in Probabilistic Circuits via Gradient Optimization. | Soroush Ghandi, Benjamin Quost, Cassio de Campos |
| 2024 | IPMU | Geospatial Uncertainties: A Focus on Intervals and Spatial Models Based on Inverse Distance Weighting. | Priscillia Labourg, Sbastien Destercke, Romain Guillaume, Jrmy Rohmer, Benjamin Quost, Stphane Belbze |
| 2023 | ECSQARU | Cautious Decision-Making for Tree Ensembles. | Haifei Zhang, Benjamin Quost, Marie-Hlne Masson |
| 2022 | IPMU | A Robust Bayesian Estimation Approach for the Imprecise Plackett-Luce Model. | Tathagata Basu, Sbastien Destercke, Benjamin Quost |
| 2014 | ICARCV | Soft label based semi-supervised boosting for classification and object recognition. | Dingfu Zhou, Benjamin Quost, Vincent Frmont |
| 2011 | EUSFLAT | CEVCLUS: Constrained evidential clustering of proximity data. | Violaine Antoine, Benjamin Quost, Mylne Masson, Thierry Denoeux |
| 2009 | KDD | Learning from data with uncertain labels by boosting credal classifiers. | Benjamin Quost, Thierry Denoeux |
| 2008 | FUSION | Refined classifier combination using belief functions. | Benjamin Quost, Marie-Hlne Masson, Thierry Denoeux |
| 2005 | ECSQARU | Contextual Discounting of Belief Functions. | David Mercier, Benjamin Quost, Thierry Denoeux |