Dongming Jin(靳东明)

Dongming Jin(靳东明)

Ph.D Candidate @ CS, PKU

👋 About me

  • I am a second-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 also work in ZGCLab, mentored by Prof. Zhi Jin.
  • 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

  • 2025.08:  🎉🎉 Our paper “Envisioning Intelligent Requirements Engineering via Knowledge-Guided Multi-Agent Collaboration” has been accepted by ASE 25.
  • 2025.08:  🎉🎉 We propose a system model generation benchmark from natural language requirements named SysMBench. See more details.
  • 2025.07:  🎉🎉 We propose a knowledge-driven multi-Agent framework for intelligent requirements development! See more details.
  • 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.
  • 2025.04:  🎉🎉 We propose an automtic feature tree construction framework for software artifact management! See more details.
  • 2025.03:  🎉🎉 Our paper “PF2UML:A Tool for Problem-Oriented Requirements Modeling and Transformation” has been accepted by FSE 2025.
  • 2025.02:  🎉🎉 We conduct a mechanism study on state tracking! See more details.
  • 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.
  • 2024.10:  🎉🎉 We conduct an empirical study on the Package-to-Group mechanism! See more details.
  • 2024.08:  🎉🎉 We propose a CPS requirements modeling benchmark and evluate the ability of advanced LLMs on requirements modeling.
  • 2024.05:  🎉🎉 We propose a multi-agents collaboration framework for requirements engineering! See more details.
  • 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

🎖 Honors and Awards

  • 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.

💻 Internships

  • 2023.10 - 2025.03(now), ZGCLab, Beijing

🌟 Academic Service

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