| 2025 | ICLR | Hadamrnn: Binary and Sparse Ternary orthogonal RNNs. | Armand Foucault, Franois Malgouyres, Franck Mamalet |
| 2024 | ICML | Straight-Through Meets Sparse Recovery: the Support Exploration Algorithm. | Mimoun Mohamed, Franois Malgouyres, Valentin Emiya, Caroline Chaux |
| 2021 | AAAI | Overestimation Learning with Guarantees. | Adrien Gauffriau, Franois Malgouyres, Mlanie Ducoffe |
| 2016 | ITW | On the identifiability and stable recovery of deep/multi-layer structured matrix factorization. | Franois Malgouyres, Joseph Landsberg |
| 2014 | ICIP | Numerical study of an optimization problem for mosaic active imaging. | Nicolas Lerm, Franois Malgouyres, Emmanuelle Thouin, Dominique Hamoir |
| 2013 | ICPRAM | Spatially Varying Blur Recovery - Diagonal Approximations in the Wavelet Domain. | Paul Escande, Pierre Weiss, Franois Malgouyres |
| 2012 | ACIVS | Simultaneous Segmentation and Filtering via Reduced Graph Cuts. | Nicolas Lerm, Franois Malgouyres |
| 2010 | ICIP | Reducing graphs in graph cut segmentation. | Nicolas Lerm, Franois Malgouyres, Lucas Ltocart |
| 2006 | ICASSP | Using Gabor Dictionaries in A TV - L | Tieyong Zeng, Franois Malgouyres |