| 2026 | ACL | Beyond Black-Box Labels: Interpretable Criteria for Diagnosing Subjective NLP Tasks. | Nisrine Rair, Alban Goupil, Valeriu Vrabie, Emmanuel Chochoy |
| 2025 | CEC | Adaptive L1 Regularization for Neural Network-Based Symbolic Regression. | Xavier Leresche, Alban Goupil, Valeriu Vrabie, Loc Kolodziejczak |
| 2025 | EMNLP | When Annotators Disagree, Topology Explains: Mapper, a Topological Tool for Exploring Text Embedding Geometry and Ambiguity. | Nisrine Rair, Alban Goupil, Valeriu Vrabie, Emmanuel Chochoy |
| 2024 | FedCSIS | A bottom-up approach to select constrained spectral bands discriminating vine diseases. | Shurong Zhang, Alban Goupil, Valeriu Vrabie, Eric Perrin, Marie-Laure Panon |
| 2024 | ITW | Multispectral Band Selection Using Correlation Explanation for Identification of Discriminative Bands Related to Grapevine Diseases. | Shurong Zhang, Alban Goupil, Valeriu Vrabie, Eric Perrin, Marie-Laure Panon |
| 2023 | ITW | Recurrent Variational Information Bottleneck for Time Series Trend Prediction. | Sung-Hyuk Pang, Alban Goupil, Valeriu Vrabie, Loc Kolodziejczak |
| 2008 | BIBE | Effects of digital dewaxing methods on K-means-clusterized IR images collected on formalin-fixed paraffin-embedded samples of skin carcinoma. | David Sebiskveradze, Cyril Gobinet, Elodie Ly, Michel Manfait, Pierre Jeannesson, Michel Herbin, Olivier Piot, Valeriu Vrabie |
| 2008 | ICIP | Adaptive-neighborhood best mean rank vector filter for impulsive noise removal. | Mihai Ciuc, Valeriu Vrabie, Michel Herbin, Constantin Vertan, Philippe Vautrot |