彭志远(Lucius Peng) 是上海交通大学二年级博士研究生,师从殷鑫博士、应臣浩教授和骆源教授。我曾有幸在腾讯光子工作室群(青云计划)和微软亚洲研究院(MSRA)实习。
我的研究兴趣包括代码生成、大语言模型和软件测试。我已在 ACL、EMNLP、FSE、ASE 等国际顶级会议发表多篇论文,并开发了一些有代表性的工作:
- PlayCoder:游戏代码生成
- RepoGenesis:从零到一的代码仓库生成
- SolEval 和 PrefGen:Solidity 代码生成
2026 年,我将主持或参与以下研究方向:
- 代码生成:代码大模型 & 智能体
💼 经历
腾讯 · 光子工作室群(青云计划)· 研究实习生
围绕游戏代码生成开展研究,产出 PlayCoder(CCF-A)。
微软亚洲研究院(MSRA)· 研究实习生
围绕端到端代码仓库生成开展研究,产出 RepoGenesis(CCF-A, ACL)。
🔥 最新动态
- 2026.04: 🎉 一篇论文被 ACL 2026 接收!
- 2026.04: 🎉 一篇论文被 FSE 2026 接收!
- 2025.08: 🎉 一篇论文被 EMNLP 2025 Main 接收!
- 2025.08: 🎉 一篇论文被 ASE 2025 接收!
📝 论文发表
- RepoGenesis: Benchmarking End-to-End Microservice Generation from Readme to Repository.
Zhiyuan Peng, Xin Yin#, Pu Zhao, Fangkai Yang, Lu Wang, Ran Jia, Xu Chen, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang.
In Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL’26). (CCF-A) - PlayCoder: Making LLM-Generated GUI Code Playable.
Zhiyuan Peng, Wei Tao#, Xin Yin, Chenhao Ying, Yuan Luo, Yiwen Guo.
In Proceedings of the ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE’26). (CCF-A) - SolEval: Benchmarking Large Language Models for Repository-level Solidity Smart Contract Generation.
Zhiyuan Peng, Xin Yin#, Rui Qian, Peiqin Lin, Yongkang Liu, Chenhao Ying, Yuan Luo.
In Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP’25 Main). (TH-CPL-A) - PrefGen: A Preference-Driven Methodology for Secure Yet Gas-Efficient Smart Contract Generation.
Zhiyuan Peng, Xin Yin#, Zijie Zhou, Chenhao Ying, Chao Ni, Yuan Luo.
In Proceedings of the 40th IEEE/ACM Automated Software Engineering Conference (ASE’25). (CCF-A) - A Preference-Driven Methodology for Efficient Code Generation.
Yuqi Li, Zijie Zhou, Zhiyuan Peng, Junhao Dong, Haochen You, Renye Yan.
IEEE Transactions on Artificial Intelligence. (JCR-Q1)
# 表示共同第一作者
✨ 项目经历
📝 预印本
- RepoTransAgent: Multi-Agent LLM Framework for Repository-Aware Code Translation., Ziqi Guan, Xin Yin#, Zhiyuan Peng, Chao Ni, Arxiv.