| 2025 | ACL | DocAgent: A Multi-Agent System for Automated Code Documentation Generation. | Dayu Yang, Antoine Simoulin, Xin Qian, Xiaoyi Liu, Yuwei Cao, Zhaopu Teng, Grey Yang |
| 2025 | EMNLP | Code to Think, Think to Code: A Survey on Code-Enhanced Reasoning and Reasoning-Driven Code Intelligence in LLMs. | Dayu Yang, Tianyang Liu, Daoan Zhang, Antoine Simoulin, Xiaoyi Liu, Yuwei Cao, Zhaopu Teng, Xin Qian, Grey Yang, Jiebo Luo, Julian J. McAuley |
| 2024 | EMNLP | Memory-Efficient Fine-Tuning of Transformers via Token Selection. | Antoine Simoulin, Namyong Park, Xiaoyi Liu, Grey Yang |
| 2024 | ICLR | Forward Learning of Graph Neural Networks. | Namyong Park, Xing Wang, Antoine Simoulin, Shuai Yang, Grey Yang, Ryan A. Rossi, Puja Trivedi, Nesreen K. Ahmed |
| 2022 | NAACL | Unifying Parsing and Tree-Structured Models for Generating Sentence Semantic Representations. | Antoine Simoulin, Benot Crabb |
| 2021 | ACL | How Many Layers and Why? An Analysis of the Model Depth in Transformers. | Antoine Simoulin, Benot Crabb |
| 2021 | EACL | Contrasting distinct structured views to learn sentence embeddings. | Antoine Simoulin, Benot Crabb |