| 2025 | ACL | Bregman Conditional Random Fields: Sequence Labeling with Parallelizable Inference Algorithms. | Caio Corro, Mathieu Lacroix, Joseph Le Roux |
| 2024 | CoDIT | The Multi-commodity Flow Problem: Double Dantzig-Wolfe decomposition. | Fan Zhang, Jiazheng Wang, Mathieu Lacroix, Roberto Wolfler Calvo, Youcef Magnouche, Sbastien Martin |
| 2024 | ICML | Predicting Lagrangian Multipliers for Mixed Integer Linear Programs. | Francesco Demelas, Joseph Le Roux, Mathieu Lacroix, Axel Parmentier |
| 2023 | CoDIT | The Multiple Pairs Shortest Path Problem for Sparse Graphs: Exact Algorithms. | Roland Grappe, Mathieu Lacroix, Sbastien Martin |
| 2019 | CoNLL | Representation Learning and Dynamic Programming for Arc-Hybrid Parsing. | Joseph Le Roux, Antoine Rozenknop, Mathieu Lacroix |
| 2017 | EMNLP | Efficient Discontinuous Phrase-Structure Parsing via the Generalized Maximum Spanning Arborescence. | Caio Corro, Joseph Le Roux, Mathieu Lacroix |
| 2016 | ACL | Dependency Parsing with Bounded Block Degree and Well-nestedness via Lagrangian Relaxation and Branch-and-Bound. | Caio Corro, Joseph Le Roux, Mathieu Lacroix, Antoine Rozenknop, Roberto Wolfler Calvo |
| 2014 | CoDIT | Mathematical formulations for the Balanced Vertex k-Separator Problem. | Denis Cornaz, Fabio Furini, Mathieu Lacroix, Enrico Malaguti, Ali Ridha Mahjoub, Sbastien Martin |