| 2025 | ICLR | Neural networks on Symmetric Spaces of Noncompact Type. | Xuan Son Nguyen, Shuo Yang, Aymeric Histace |
| 2024 | CRiSIS | Preventing WebRTC IP Address Leaks. | Guillaume Nibert, Sbastien Tixeuil, Baptiste Polv, Nana J. Bakalafoua M'boussi, Xuan Son Nguyen |
| 2024 | ICLR | Matrix Manifold Neural Networks++. | Xuan Son Nguyen, Shuo Yang, Aymeric Histace |
| 2023 | ICML | Building Neural Networks on Matrix Manifolds: A Gyrovector Space Approach. | Xuan Son Nguyen, Shuo Yang |
| 2022 | ECCV | A Gyrovector Space Approach for Symmetric Positive Semi-definite Matrix Learning. | Xuan Son Nguyen |
| 2021 | ICCV | GeomNet: A Neural Network Based on Riemannian Geometries of SPD Matrix Space and Cholesky Space for 3D Skeleton-Based Interaction Recognition. | Xuan Son Nguyen |
| 2020 | ICPR | Learning Recurrent High-order Statistics for Skeleton-based Hand Gesture Recognition. | Xuan Son Nguyen, Luc Brun, Olivier Lzoray, Sbastien Bougleux |
| 2019 | CVPR | A Neural Network Based on SPD Manifold Learning for Skeleton-Based Hand Gesture Recognition. | Xuan Son Nguyen, Luc Brun, Olivier Lezoray, Sbastien Bougleux |
| 2018 | ACIVS | Directional Beams of Dense Trajectories for Dynamic Texture Recognition. | Thanh Tuan Nguyen, Thanh Phuong Nguyen, Frdric Bouchara, Xuan Son Nguyen |
| 2016 | AVSS | Improving surface normals based action recognition in depth images. | Xuan Son Nguyen, Thanh Phuong Nguyen, Franois Charpillet |
| 2016 | ICPR | Effective surface normals based action recognition in depth images. | Xuan Son Nguyen, Thanh Phuong Nguyen, Franois Charpillet |
| 2013 | CAIP | Hierarchical Annealed Particle Swarm Optimization for Articulated Object Tracking. | Xuan Son Nguyen, Sverine Dubuisson, Christophe Gonzales |
| 2012 | UAI | DBN-Based Combinatorial Resampling for Articulated Object Tracking. | Sverine Dubuisson, Christophe Gonzales, Xuan Son Nguyen |
| 2011 | ACIVS | Simultaneous Partitioned Sampling for Articulated Object Tracking. | Christophe Gonzales, Sverine Dubuisson, Xuan Son Nguyen |