👋 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.

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 A System Model Generation Benchmark from Natural Language Requirements, Dongming Jin, Zhi Jin, Linyu Li, Zheng Fang, Jia Li, Xiaohong Chen, Yixing Luo.
TSE'25 A Needle in a Haystack: Intent-driven Reusable Artifacts Recommendation with LLMs, Dongming Jin, Zhi Jin, Xiaohong Chen, Zheng Fang, Linyu Li, Yuanpeng He, Jia Li, Yiran Zhang, Yingtao Fang. *(Under Review)* (CCF-A)
TOSEM'25 AgencyTree: Automated Multimedia Workflow Generation with Robust Planning via an Abstract Capability Tree, Wei Liu, Bowen Luo, Xiaohong Chen, Dongming Jin, Zhi Jin, Chengfei Yuan. *(Under Review)* (CCF-A)
TOSEM'25 Automated Concern Extraction from Textual Requirements of Cyber-physical Systems: A Multi-solution Study, Dongming Jin, Zhi Jin, Xiaohong Chen, Zheng Fang, Linyu Li, Shengxin Zhao, Chunhui Wang, Hongbin Xiao. *(Under Review)* (CCF-A)
TOSEM'25 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. *(Under Major Revision)* (CCF-A)

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)

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