李泳民

Yongmin Li

博士生 · 2023 年入学

liyongmin@pku.edu.cn

简介

目前主要研究兴趣为代码生成，约束解码，扩散语言模型。

论文 (11)

arXiv 论文 (1)

[arXiv 2025] Yihong Dong, Zhaoyu Ma, Xue Jiang, Zhiyuan Fan, Jiaru Qian, Yongmin Li, Jianha Xiao, Zhi Jin, Rongyu Cao, Binhua Li, Fei Huang, Yongbin Li, Ge Li; Saber: An Efficient Sampling with Adaptive Acceleration and Backtracking Enhanced Remasking for Diffusion Language Model; arXiv preprint, arXiv:2510.18165, 2025. PDF

已发表论文 (10)

[ISSTA 2026] Yongmin Li, Yihong Dong, Jia Li, Ge Li; Efficient Grammar-Constrained Decoding via Parser Stack Classification; The ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA 2026), Oakland, California, USA, October 4 - 9, 2026.
[ACL 2026] Yihong Dong, Zhaoyu Ma, Xue Jiang, Zhiyuan Fan, Jiaru Qian, Yongmin Li, Jianha Xiao, Zhi Jin, Rongyu Cao, Binhua Li, Fei Huang, Yongbin Li, Ge Li; Saber: Efficient Sampling with Adaptive Acceleration and Backtracking Enhanced Remasking for Diffusion Language Model in Code Generation; Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026), San Diego, California, USA.
[ICSE 2026] Yongmin Li, Jia Li, Ge Li, Zhi Jin; AdapTrack: Constrained Decoding without Distorting LLM's Output Intent; Proceedings of the 48th IEEE/ACM International Conference on Software Engineering (ICSE 2026), Rio de Janeiro, Brazil.
[TOSEM, 2025] Jia Li, Ge Li, Yongmin Li, Jin Zhi; Structured Chain-of-Thought Prompting for Code Generation; ACM Transactions on Software Engineering and Methodology (TOSEM); Vol. 34, Iss. 2, pp.1-23.
[SCIS, 2024] Huangzhao Zhang, Kechi Zhang, Zhuo Li, Jia Li, Jia Li, Yongmin Li, Yunfei Zhao, Yuqi Zhu, Fang Liu, Ge Li, Zhi Jin; Deep Learning for Code Generation: A Survey; Science China Information Sciences. DOI
[ACL 2024] Jia Li, Ge Li, Yunfei Zhao, Yongmin Li, Zhi Jin, Hao Zhu, Huanyu Liu, Kaibo Liu, Lecheng Wang, Zheng Fang, Lanshen Wang, Jiazheng Ding, Xuanming Zhang, Yihong Dong, Yuqi Zhu; DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories; Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024), Bangkok, Thailand.
[TOSEM, 2024] Jia Li, Yunfei Zhao, Yongmin Li, Ge Li, Zhi Jin; AceCoder: An Effective Prompting Technique Specialized in Code Generation; ACM Transactions on Software Engineering and Methodology (TOSEM); Vol. 33, Iss. 8.
[ICSE 2023] Jia Allen Li, Yongmin Li, Ge Li, Zhi Jin, Xing Hu; SkCoder: A Sketch-based Approach for Automatic Code Generation; Proceedings of the 45th International Conference on Software Engineering (ICSE 2023), Melbourne, Australia.
[ASE 2021] Jia Allen Li, Yongmin Li, Ge Li, Xing Hu, Xin Xia, Zhi Jin; EDITSUM: A Retrieve-and-Edit Framework for Source Code Summarization; Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering (ASE 2021), Melbourne, Australia.
[ASE 2020] Bolin Wei, Yongmin Li, Ge Li, Xin Xia, Zhi Jin; Retrieve and Refine: Exemplar-based Neural Comment Generation; Proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering (ASE 2020), Melbourne, Australia.