| 2026 | ESANN | See Without Decoding: Motion-Vector-Based Tracking in Compressed Video. | Axel Duch, Clment Chatelain, Gilles Gasso |
| 2025 | IJCNN | Deep Joint Distribution Optimal Transport for Universal Domain Adaptation on Time Series. | Romain Mussard, Fannia Pacheco, Maxime Berar, Gilles Gasso, Paul Honeine |
| 2022 | AISTATS | Convergent Working Set Algorithm for Lasso with Non-Convex Sparse Regularizers. | Alain Rakotomamonjy, Rmi Flamary, Joseph Salmon, Gilles Gasso |
| 2022 | ICASSP | On The Impact of Normalization Strategies in Unsupervised Adversarial Domain Adaptation for Acoustic Scene Classification. | Michel Olvera, Emmanuel Vincent, Gilles Gasso |
| 2022 | ICML | Bregman Neural Networks. | Jordan Frcon, Gilles Gasso, Massimiliano Pontil, Saverio Salzo |
| 2020 | ICPR | Object Detection in the DCT Domain: is Luminance the Solution? | Benjamin Deguerre, Clment Chatelain, Gilles Gasso |
| 2019 | ESANN | Pixel-wise Conditioning of Generative Adversarial Networks. | Cyprien Ruffino, Romain Hrault, Eric Laloy, Gilles Gasso |
| 2019 | ICML | Screening rules for Lasso with non-convex Sparse Regularizers. | Alain Rakotomamonjy, Gilles Gasso, Joseph Salmon |
| 2014 | ICMLA | Supervised Music Chord Recognition. | Imad Rida, Romain Hrault, Gilles Gasso |
| 2013 | ACII | Emotional Influence on SSVEP Based BCI. | Yachen Zhu, Xilan Tian, Guobing Wu, Gilles Gasso, Shangfei Wang, Stphane Canu |
| 2012 | ICASSP | Oblique principal subspace tracking on manifold. | Florian Yger, Maxime Berar, Gilles Gasso, Alain Rakotomamonjy |
| 2012 | ICML | Adaptive Canonical Correlation Analysis Based On Matrix Manifolds. | Florian Yger, Maxime Berar, Gilles Gasso, Alain Rakotomamonjy |
| 2011 | ESANN | A Multi-kernel Framework for Inductive Semi-supervised Learning. | Xilan Tian, Gilles Gasso, Stphane Canu |
| 2011 | ESANN | A supervised strategy for deep kernel machine. | Florian Yger, Maxime Berar, Gilles Gasso, Alain Rakotomamonjy |
| 2008 | ESANN | Regularization path for Ranking SVM. | Karina Zapien Arreola, Thomas Grtner, Gilles Gasso, Stphane Canu |
| 2007 | ESANN | Estimation of tangent planes for neighborhood graph correction. | Karina Zapien Arreola, Gilles Gasso, Stphane Canu |
| 2007 | ESANN | Computing and stopping the solution paths for $\nu$-SVR. | Gilles Gasso, Karina Zapien Arreola, Stphane Canu |
| 2007 | ICMLA | Sparsity regularization path for semi-supervised SVM. | Gilles Gasso, Karina Zapien Arreola, Stphane Canu |
| 2007 | ISNN | Regularization Paths for | Galle Loosli, Gilles Gasso, Stphane Canu |