| 2025 | ICLR | Mixture of Attentions For Speculative Decoding. | Matthieu Zimmer, Milan Gritta, Gerasimos Lampouras, Haitham Bou-Ammar, Jun Wang |
| 2024 | ICML | Distilling Morphology-Conditioned Hypernetworks for Efficient Universal Morphology Control. | Zheng Xiong, Risto Vuorio, Jacob Beck, Matthieu Zimmer, Kun Shao, Shimon Whiteson |
| 2023 | DAC | Lightweight Structural Choices Operator for Technology Mapping. | Antoine Grosnit, Matthieu Zimmer, Rasul Tutunov, Xing Li, Lei Chen, Fan Yang, Mingxuan Yuan, Haitham Bou-Ammar |
| 2023 | EMNLP | Automatic Unit Test Data Generation and Actor-Critic Reinforcement Learning for Code Synthesis. | Philip John Gorinski, Matthieu Zimmer, Gerasimos Lampouras, Derrick-Goh-Xin Deik, Ignacio Iacobacci |
| 2022 | ICML | Neuro-Symbolic Hierarchical Rule Induction. | Claire Glanois, Zhaohui Jiang, Xuening Feng, Paul Weng, Matthieu Zimmer, Dong Li, Wulong Liu, Jianye Hao |
| 2021 | ICML | Learning Fair Policies in Decentralized Cooperative Multi-Agent Reinforcement Learning. | Matthieu Zimmer, Claire Glanois, Umer Siddique, Paul Weng |
| 2020 | ICML | Learning Fair Policies in Multi-Objective (Deep) Reinforcement Learning with Average and Discounted Rewards. | Umer Siddique, Paul Weng, Matthieu Zimmer |
| 2019 | IJCAI | Exploiting the Sign of the Advantage Function to Learn Deterministic Policies in Continuous Domains. | Matthieu Zimmer, Paul Weng |
| 2016 | ESANN | Neural fitted actor-critic. | Matthieu Zimmer, Yann Boniface, Alain Dutech |