Jie Wu 武杰

Hi. I’m Jie Wu, a second-year M.S. student at Tsinghua with Prof. Yang.

I am working for Code AGI, under the advice of Xin Zhang.

Education

Aug. 2024 - Jun. 2027 M.Sc., SIGS, Tsinghua University, Shenzhen, China.
Sep. 2020 - Jun. 2024 B.Sc., School of Computer Science, Wuhan Univeristy, China.
GPA: 3.98/4.0, Rank: 1/226

[Preprint 2025 (#1 Paper of the day)] RPG: A Repository Planning Graph for Unified and Scalable Codebase Generation
Jane Luo*, Xin Zhang*, Steven Liu, Jie Wu, Yiming Huang, Yangyu Huang, Chengyu Yin, Ying Xin, Jianfeng Liu, Yuefeng Zhan, Hao Sun, Qi Chen, Scarlett Li, Mao Yang
📝 Generating your repository from scratch with repository planning graph.
[Preprint 2025 (#1 Paper of the day)] ASE: A Repository-Level Benchmark for Evaluating Security in AI-Generated Code [code]
🛡️ A repository-level benchmark for comprehensively and reliably assessing the security of AI-generated code.
[EMNLP 2025 Main] Teaching Your Models to Understand Code via Focal Preference Alignment [code]
Jie Wu, Haoling Li*, Xin Zhang*, Xiao Liu, Yangyu Huang, Jianwen Luo, Yizhen Zhang, Zuchao Li, Ruihang Chu, Yujiu Yang, Scarlett Li
🔧 Leveraging the idea of iterative debugging to refine Code LLM through focused alignment on critical error tokens.
[ICML 2025] EpiCoder: Encompassing Diversity and Complexity in Code Generation [code]
Yaoxiang Wang*, Haoling Li*, Xin Zhang*, Jie Wu, Xiao Liu, Wenxiang Hu, Zhongxin Guo, Yangyu Huang, Ying Xin, Yujiu Yang, Jinsong Su, Qi Chen, Scarlett Li
🌳 A novel feature tree-based synthesis framework for generating diverse and complex code instruction data.

[EMNLP 2025 Main] ToM: Leveraging Tree-oriented MapReduce for Long-Context Reasoning in Large Language Models [code]
Jiani Guo*, Jie Wu*, Zuchao Li, Qianren Wang, Yun Li, Lefei Zhang, Hai Zhao, Yujiu Yang
[NeurIPS 2025] PeRL: Permutation-Enhanced Reinforcement Learning for Interleaved Vision-Language Reasoning [code]
Yizhen Zhang*, Yang Ding*, Shuoshuo Zhang*, Xinchen Zhang, Haoling Li, Zhong-zhi Li, Peijie Wang, Jie Wu, Lei Ji, Yelong Shen, Yujiu Yang, Yeyun Gong
[NeurIPS 2024 LMC (oral)] Efficiently Building Large Language Models through Merging
Yizhen Zhang, Yang Ding, Jie Wu, Yujiu Yang
[Multimedia 2024 MIS (oral)] Multi-modal Fake News Detection via Decision Uncertainty [code]
Jie Wu, Danni Xu*, Wenxuan Liu, Joey Zhou, Yew Ong, Siyuan Hu, Hongyuan Zhu, Zheng Wang

(Nov. 2024 - Present) Research Intern, Microsoft Asia, Beijing, China.
Mentor: Independent Researcher Xin Zhang
Working on post-training for Code LLMs.
(June. 2024 - Sep. 2024) Research Intern, Myth Lab, Wuhan University, Wuhan, China.
Advisor: Assoc. Prof. Zuchao Li
Working on improving reasoning capability of LLMs in multi-doc reasoning.
(Apri. 2023 - May. 2024) Research Intern, AIM Lab, Wuhan University, Wuhan, China.
Advisor: Prof. Zheng Wang
Working on effective detection for multi-modal misinformation.