Dongming Jin(靳东明)

Dongming Jin(靳东明)

Ph.D Candidate @ CS, PKU

👋 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.
  • I am actively seeking research discussion and collaboration opportunities, so feel free to contact me!

🔥 News

  • 2026.06:  🎉🎉 Our paper “iReDev: An Interactive Human-Agent Collaborative Platform for Requirements Development” has been accepted by Internetware’26.
  • 2026.05:  🎉🎉 Our paper “From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology” has been accepted by RE’26 directly. The direct acceptance rate is only 14%.
  • 2026.05:  🎉🎉 Our paper “Weights to Code: Extracting Interpretable Algorithms from the Discrete Transformer” has been accepted by ICML’26
  • 2026.04:  🎉🎉 Our paper “IntentCoding: Amplifying User Intent in Code Generation” has been accepted by ACL’26
  • 2026.04:  🎉🎉 Our paper “AgencyTree: Automated Multimedia Workflow Generation with Robust Planning via an Abstract Capability Tree” has been accepted by TOSEM’26
  • 2026.01:  🎉🎉 Our paper “Learning to Evolve: Bayesian-Guided Continual Knowledge Graph Embedding” has been accepted by WWW’26
  • 2025.12:  🎉🎉 Our paper “ChatModeler” has been recognized as a Highly Cited Paper in 2024.
  • 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.

👥 Team

Our group currently includes three students: one Ph.D. student and two undergraduates. I truly enjoy collaborating with them. We are looking for students who are excited to tackle challenging problems in requirements engineering and join our team. We welcome students from around the world and support remote collaboration.

Now

  • Dongming Jin (靳东明): third year Ph.D student in Peking University
  • Yaotian Yang (杨尧天): third year undergraduate in Beijing Forestry University
  • Zhenliang Li (李振梁): third year undergraduate in Beijing Forestry University

📝 Publications

2026

2025

2024

2023

🎖 Honors and Awards

  • 2025.12 Top 10 Highly Cited Paper, JCRD
  • 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

  • 2026.01 - now, Microsoft, Beijing
  • 2025.10 - 2025.12, HUAWEI 2012 Lab, Wuhan
  • 2023.10 - 2025.09, ZGCLab, Beijing

🌟 Academic Service

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