All Stories

  1. AutoFLC: An LLM-Based Flowchart Generation Tool for Legacy Code Repository

    Article • October 2026, ACM (Association for Computing Machinery)

    Zhi Jin

  2. FallibleUser: An Imperfect User Agent for Realistic Evaluation of Interactive AI Systems

    Article • October 2026, ACM (Association for Computing Machinery)

    Zhi Jin, 尧天 杨

  3. ClarifySTL: An Interactive LLM Agent Framework for STL Transformation through Requirements Clarification

    Article • ACM Transactions on Software Engineering and Methodology, August 2026, ACM (Association for Computing Machinery)

    Zhi Jin

  4. Exploring Data-Efficient Adaptation of Large Language Models for Code Generation

    Article • ACM Transactions on Software Engineering and Methodology, July 2026, ACM (Association for Computing Machinery)

    Yihong Dong, Zhi Jin

  5. GraphLocator: Graph-Guided Causal Reasoning for Issue Localization

    Article • Proceedings of the ACM on Software Engineering, June 2026, ACM (Association for Computing Machinery)

    Zhi Jin

  6. Chiseling Out Efficiency: Structured Skeleton Supervision for Efficient Code Generation

    Article • Proceedings of the ACM on Software Engineering, June 2026, ACM (Association for Computing Machinery)

    Zhi Jin

  7. Influence-Aware Bayesian-Inspired Token Reweighting for Improved Code Generation

    Article • Proceedings of the ACM on Software Engineering, June 2026, ACM (Association for Computing Machinery)

    Zhi Jin

  8. AgencyTree: Automated Multimedia Workflow Generation with Robust Planning via an Abstract Capability Tree

    Article • ACM Transactions on Software Engineering and Methodology, May 2026, ACM (Association for Computing Machinery)

    Zhi Jin

  9. PATCH : Empowering Large Language Model with Programmer-Intent Guidance and Collaborative-Behavior Simulation for Automatic Bug Fixing

    Article • ACM Transactions on Software Engineering and Methodology, December 2025, ACM (Association for Computing Machinery)

    Yuwei Zhang, Zhi Jin

  10. Evidential Prototype Learning for Semi-supervised Medical Image Segmentation

    Article • August 2025, ACM (Association for Computing Machinery)

    Zhi Jin

  11. Evaluating Large Language Models for Requirements Question Answering in Industrial Aerospace Software

    Article • June 2025, ACM (Association for Computing Machinery)

    Zhi Jin

  12. ROCODE: Integrating Backtracking Mechanism and Program Analysis in Large Language Models for Code Generation

    Article • April 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Zhi Jin

  13. Expressing the Needs in Smart Home: What Is the End Users’ Favorite Way

    Article • ACM Transactions on Computer-Human Interaction, April 2025, ACM (Association for Computing Machinery)

    Zhi Jin

  14. Large Language Model-Aware In-Context Learning for Code Generation

    Article • ACM Transactions on Software Engineering and Methodology, February 2025, ACM (Association for Computing Machinery)

    Zhi Jin

  15. The Current Challenges of Software Engineering in the Era of Large Language Models

    Article • ACM Transactions on Software Engineering and Methodology, January 2025, ACM (Association for Computing Machinery)

    Zhi Jin

  16. Proceedings of the 25th International Middleware Conference

    Article • December 2024, ACM (Association for Computing Machinery)

    Zhi Jin

  17. Hidden Dependency between code changes of commits

    Article • October 2024, ACM (Association for Computing Machinery)

    Zhi Jin, Mengdan Fan

  18. Sifting through the Chaff: On Utilizing Execution Feedback for Ranking the Generated Code Candidates

    Article • October 2024, ACM (Association for Computing Machinery)

    Zhi Jin

  19. GraphCoder: Enhancing Repository-Level Code Completion via Coarse-to-fine Retrieval Based on Code Context Graph

    Article • October 2024, ACM (Association for Computing Machinery)

    Zhi Jin

  20. HITS: High-coverage LLM-based Unit Test Generation via Method Slicing

    Article • October 2024, ACM (Association for Computing Machinery)

    Zhi Jin

  21. Generative AI for Self-Adaptive Systems: State of the Art and Research Roadmap

    Article • ACM Transactions on Autonomous and Adaptive Systems, September 2024, ACM (Association for Computing Machinery)

    Zhi Jin

  22. GABoost: Graph Alignment Boosting via Local Optimum Escape

    Article • Proceedings of the ACM on Management of Data, September 2024, ACM (Association for Computing Machinery)

    Zhi Jin

  23. CodeScore: Evaluating Code Generation by Learning Code Execution

    Article • ACM Transactions on Software Engineering and Methodology, September 2024, ACM (Association for Computing Machinery)

    Yihong Dong, Zhi Jin

  24. Systematic Literature Review of Commercial Participation in Open Source Software

    Article • ACM Transactions on Software Engineering and Methodology, August 2024, ACM (Association for Computing Machinery)

    Zhi Jin

  25. Structured Chain-of-Thought Prompting for Code Generation

    Article • ACM Transactions on Software Engineering and Methodology, August 2024, ACM (Association for Computing Machinery)

    Zhi Jin

  26. IRCoCo: Immediate Rewards-Guided Deep Reinforcement Learning for Code Completion

    Article • Proceedings of the ACM on Software Engineering, July 2024, ACM (Association for Computing Machinery)

    Zhi Jin

  27. Exploring and Unleashing the Power of Large Language Models in Automated Code Translation

    Article • Proceedings of the ACM on Software Engineering, July 2024, ACM (Association for Computing Machinery)

    Zhi Jin

  28. AceCoder : An Effective Prompting Technique Specialized in Code Generation

    Article • ACM Transactions on Software Engineering and Methodology, July 2024, ACM (Association for Computing Machinery)

    Zhi Jin

  29. Self-planning Code Generation with Large Language Models

    Article • ACM Transactions on Software Engineering and Methodology, June 2024, ACM (Association for Computing Machinery)

    Zhi Jin, Yihong Dong

  30. Self-collaboration Code Generation via ChatGPT

    Article • ACM Transactions on Software Engineering and Methodology, June 2024, ACM (Association for Computing Machinery)

    Yihong Dong, Zhi Jin

  31. Exploring the Potential of Large Language Models in Self-adaptive Systems

    Article • April 2024, ACM (Association for Computing Machinery)

    Zhi Jin

  32. Knowledge-Aware Code Generation with Large Language Models

    Article • April 2024, ACM (Association for Computing Machinery)

    Zhi Jin

  33. KareCoder: A New Knowledge-Enriched Code Generation System

    Article • April 2024, ACM (Association for Computing Machinery)

    Zhi Jin

  34. A Game-Theoretical Self-Adaptation Framework for Securing Software-Intensive Systems

    Article • ACM Transactions on Autonomous and Adaptive Systems, March 2024, ACM (Association for Computing Machinery)

    Sridhar Adepu, Zhi Jin

  35. Poison Attack and Poison Detection on Deep Source Code Processing Models

    Article • ACM Transactions on Software Engineering and Methodology, March 2024, ACM (Association for Computing Machinery)

    Zhi Jin

  36. Non-Autoregressive Line-Level Code Completion

    Article • ACM Transactions on Software Engineering and Methodology, February 2024, ACM (Association for Computing Machinery)

    Zhi Jin

  37. Large Language Models are Few-Shot Summarizers: Multi-Intent Comment Generation via In-Context Learning

    Article • February 2024, ACM (Association for Computing Machinery)

    Shangwen Wang, Zhi Jin

  38. MCodeSearcher: Multi-View Contrastive Learning for Code Search

    Article • August 2023, ACM (Association for Computing Machinery)

    Zhi Jin

  39. CODEP: Grammatical Seq2Seq Model for General-Purpose Code Generation

    Article • July 2023, ACM (Association for Computing Machinery)

    Zhi Jin, Yihong Dong

  40. CodeEditor : Learning to Edit Source Code with Pre-trained Models

    Article • ACM Transactions on Software Engineering and Methodology, May 2023, ACM (Association for Computing Machinery)

    Zhi Jin

  41. SkCoder: A Sketch-based Approach for Automatic Code Generation

    Article • May 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Zhi Jin

  42. On the Significance of Category Prediction for Code-Comment Synchronization

    Article • ACM Transactions on Software Engineering and Methodology, March 2023, ACM (Association for Computing Machinery)

    Zhi Jin

  43. Privacy-Preserving Resilient Consensus for Multi-Agent Systems in a General Topology Structure

    Article • ACM Transactions on Privacy and Security, March 2023, ACM (Association for Computing Machinery)

    Zhi Jin

  44. Multi-perspective representation learning for source code analytics (invited tutorial)

    Article • November 2022, ACM (Association for Computing Machinery)

    Zhi Jin

  45. Towards Robustness of Deep Program Processing Models—Detection, Estimation, and Enhancement

    Article • ACM Transactions on Software Engineering and Methodology, July 2022, ACM (Association for Computing Machinery)

    Zhi Jin, Zhehao Zhao

  46. Targeting requirements violations of autonomous driving systems by dynamic evolutionary search (HOP at GECCO'22)

    Article • July 2022, ACM (Association for Computing Machinery)

    Zhi Jin, Fuyuki Ishikawa

  47. A Taxonomy for Architecting Safe Autonomous Unmanned Systems

    Article • June 2022, ACM (Association for Computing Machinery)

    Zhi Jin

  48. Learning to recommend method names with global context

    Article • May 2022, ACM (Association for Computing Machinery)

    Zhi Jin

  49. Learning to represent programs with heterogeneous graphs

    Article • May 2022, ACM (Association for Computing Machinery)

    Zhi Jin

  50. Turnover of Companies in OpenStack: Prevalence and Rationale

    Article • ACM Transactions on Software Engineering and Methodology, March 2022, ACM (Association for Computing Machinery)

    Zhi Jin

  51. IoTranx: Transactions for Safer Smart Spaces

    Article • ACM Transactions on Cyber-Physical Systems, January 2022, ACM (Association for Computing Machinery)

    Zhi Jin

  52. SoManyConflicts: Resolve Many Merge Conflicts Interactively and Systematically

    Article • November 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Zhi Jin

  53. Targeting Requirements Violations of Autonomous Driving Systems by Dynamic Evolutionary Search

    Article • November 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Zhi Jin, Fuyuki Ishikawa

  54. EditSum: A Retrieve-and-Edit Framework for Source Code Summarization

    Article • November 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Zhi Jin

  55. SmartCommit: a graph-based interactive assistant for activity-oriented commits

    Article • August 2021, ACM (Association for Computing Machinery)

    Zhi Jin

  56. Retrieve and refine

    Article • December 2020, ACM (Association for Computing Machinery)

    Zhi Jin

  57. Multi-task learning based pre-trained language model for code completion

    Article • December 2020, ACM (Association for Computing Machinery)

    Zhi Jin

  58. Modular Tree Network for Source Code Representation Learning

    Article • ACM Transactions on Software Engineering and Methodology, October 2020, ACM (Association for Computing Machinery)

    Zhi Jin

  59. A Self-Attentional Neural Architecture for Code Completion with Multi-Task Learning

    Article • July 2020, ACM (Association for Computing Machinery)

    Zhi Jin

  60. How do companies collaborate in open source ecosystems?

    Article • June 2020, ACM (Association for Computing Machinery)

    Zhi Jin

  61. IntelliMerge: a refactoring-aware software merging technique

    Article • Proceedings of the ACM on Programming Languages, October 2019, ACM (Association for Computing Machinery)

    Zhi Jin

  62. Open Models

    Article • ACM SIGSOFT Software Engineering Notes, December 2018, ACM (Association for Computing Machinery)

    Zhi Jin

  63. Deep code comment generation

    Article • May 2018, ACM (Association for Computing Machinery)

    Zhi Jin

  64. Companies' domination in FLOSS development

    Article • May 2018, ACM (Association for Computing Machinery)

    Zhi Jin

  65. QoS-aware service composition using blockchain-based smart contracts

    Article • May 2018, ACM (Association for Computing Machinery)

    Zhi Jin

  66. User preference based autonomic generation of self-adaptive rules

    Article • November 2014, ACM (Association for Computing Machinery)

    Zhi Jin