👋 About me

• I am a third-year Ph.D. candidate at the School of Computer Science, Peking University(PKU). My supervisor is Prof. Zhi Jin. I expect to graduate in July 2028. Now I am a visiting researcher at Wuhan University, mentored by Prof. Zhi Jin. In addition, I collaborate closely with Prof. Xiaohong Chen in East China Normal University.
• I received my Bachelor’s Degree in Computer Science at XiDian University in 2023.
• My research interests mainly focus on Requirements Engineering, Large Language Models, and AI for Software Engineering.

🔥 News

• 2025.10:  🎉🎉 Our paper “Unlocking the Silent Needs: Business-Logic-Driven Iterative Requirements Auto-completion” has been accepted by ICSE 26.
• 2025.08:  🎉🎉 Our paper “Envisioning Intelligent Requirements Engineering via Knowledge-Guided Multi-Agent Collaboration” has been accepted by ASE 25.
• 2025.06:  🎉🎉 Our paper “Automatic Multi-level Feature Tree Construction for Domain-Specific Reusable Artifacts Management” has been accepted by RE 2025.
• 2025.05:  🎉🎉 Our paper “Towards Structure-aware Model for Multi-modal Knowledge Graph Completion” has been accepted by IEEE TMM.
• 2025.05:  🎉🎉 Our paper “Finite State Automata Inside Transformers with Chain-of-Thought” has been accpeted by ACL 2025.
• 2025.03:  🎉🎉 Our paper “PF2UML:A Tool for Problem-Oriented Requirements Modeling and Transformation” has been accepted by FSE 2025.
• 2024.12:  🎉🎉 Our paper “A First Look at Package-to-Group Mechanism: An Empirical Study of the Linux Distributions” has been accepted by SANER 2025.
• 2024.01:  🎉🎉 Our paper “ChatModeler: A Human-Machine Collaborative and Iterative Requirements Elicitation and Modeling Approach via Large Language Models” has been accepted by Journal of Computer Research and Development.
• 2023.07:  🎉🎉 Our paper “Automating Extraction of Problem Diagrams from Natural Language Requirements Document” has been accepted to RE 2023.

📝 Publications

• arXiv UserTrace: User-Level Requirements Generation and Traceability Recovery from Software Project Repositories, Dongming Jin, Zhi Jin, Yiran Zhang, Zheng Fang, Linyu Li, Yuanpeng He, Xiaohong Chen, Weisong Sun.
• arXiv IntentCoding: Amplifying User Intent in Code Generation, Zheng Fang, Yihong Dong, Lili Mou, Dongming Jin, Zhi Jin, Ge Li.
• arXiv An Evaluation of Requirements Modeling for Cyber-Physical Systems via LLMs, Dongming Jin, Shengxin Zhao, Zhi Jin, Xiaohong Chen, Chunhui Wang, Zheng Fang, Hongbin Xiao.
• arXiv MARE: Multi-Agents Collaboration Framework for Requirements Engineering, Dongming Jin, Zhi Jin, Xiaohong Chen, Chunhui Wang.
• arXiv Learning to Evolve: Bayesian-Guided Continual Knowledge Graph Embedding, Linyu Li, Zhi Jin, Yuanpeng He, Dongming Jin, Yichi Zhang, Haoran Duan, Nyima Tash.
• arXiv Rethinking Regularization Methods for Knowledge Graph Completion, Linyu Li, Zhi Jin, Yuanpeng He, Dongming Jin, Haoran Duan, Zhengwei Tao, Xuan Zhang, Jiandong Li.
• arXiv A Conceptual Framework for Requirements Engineering of Pretrained-Model-Enabled Systems, Dongming Jin, Zhi Jin, Linyu Li, Xiaohong Chen.
• arXiv A System Model Generation Benchmark from Natural Language Requirements, Dongming Jin, Zhi Jin, Linyu Li, Zheng Fang, Jia Li, Xiaohong Chen, Yixing Luo.
• arXiv iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development, Dongming Jin, Weisong Sun, Jiangping Huang, Peng Liang, Jifeng Xuan, Yang Liu, Zhi Jin.

2025

• ICSE'26 Unlocking the Silent Needs: Business-Logic-Driven Iterative Requirements Auto-completion, Zhujun Wu, Xiaohong Chen, Zhi Jin, Ming Hu, Dongming Jin. (CCF-A)
• ASE'25 Envisioning Intelligent Requirements Engineering via Knowledge-Guided Multi-Agent Collaboration, Jiangping Huang, Dongming Jin, Weisong Sun, Yang Liu, Zhi Jin. (CCF-A)
• RE'25 Automatic Multi-level Feature Tree Construction for Domain-Specific Reusable Artifacts Management, Dongming Jin, Zhi Jin, Nianyu Li, Kai Yang, Linyu Li, Suijing Guan. (CCF-B)
• IEEE TMM Towards Structure-aware Model for Multi-modal Knowledge Graph Completion, Linyu Li, Zhi Jin, Yichi Zhang, Dongming Jin, Chengfeng Dou, Yuanpeng He, Xuan Zhang, Haiyan Zhao. (CCF-B)
• ACL'25 Finite State Automata Inside Transformers with Chain-of-Thought, Yifan Zhang, Wenyu Du, Dongming Jin, Jie Fu, Zhi Jin. (CCF-A)
• FSE'25 PF2UML:A Tool for Problem-Oriented Requirements Modeling and Transformation, Hongbin Xiao, Zhi Li, Yilong Yang, Fei Tang, Dongming Jin. (CCF-A)

2024

• SANER'25 A First Look at Package-to-Group Mechanism: An Empirical Study of the Linux Distributions, Dongming Jin, Nianyu Li, Kai Yang, Minghui Zhou, Zhi Jin. (CCF-B)
• 计算机研究与发展'24 ChatModeler: A Human-Machine Collaborative and Iterative Requirements Elicitation and Modeling Approach via Large Language Models, Dongming Jin, Zhi Jin, Xiaohong Chen, Chunhui Wang. (中文 CCF-A)

2023

• RE'23 Automating Extraction of Problem Diagrams from Natural Language Requirements Document, Dongming Jin, Chunhui Wang, Zhi Jin. (CCF-B)

🎖 Honors and Awards

• 2025.09 Outstanding Scientific Research Award, Peking University
• 2024.09 Outstanding Student,Peking University
• 2024.09 China National Petroleum Scholarship,Peking University
• 2023.08 Hongcai Scholarship,Peking University
• 2023.05 Outstanding Graduate of Shaanxi Province (Top 1%)
• 2022.04 National Scholarship (Top 1%)
• 2021.04 National Scholarship (Top 1%)
• 2020.04 National Scholarship (Top 1%)

📖 Educations

• 2023.06 - 2025.03 (now), Ph.D. Candidate in Computer Software and Theory, Peking University.
• 2019.09 - 2023.06, B.S. in Software Engineering, XiDian University

💬 Invited Talks

• 2023.12, ChatModeler representation, Chinasoft 2023.
• 2025.03, LookP2G representation, SANER 2025.
• 2025.09, FTBuilder representation, RE 2025

💻 Internships

• 2025.09 - now, WHU, Wuhan
• 2023.10 - 2025.09, ZGCLab, Beijing

🌟 Academic Service

• PC Member: QRS 2024
• PC Member: APSEC 2025