All Stories

  1. It Takes Two to Tango: Accelerating Code Generation via Cache-Inspired Hierarchical Speculative Decoding

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

    Shangwen Wang

  2. Just Old Wine in a New Bottle: Improving Vulnerability Repair Robustness to Combat Homologous but Heterogeneous Vulnerabilities

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

    Shangwen Wang

  3. Three Heads Are Better Than One: A Multi-perspective Reasoning Framework for Enhanced Vulnerability Detection

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

    Shangwen Wang

  4. One Size Does Fit All: Exploring Model Fusion for Software Engineering Tasks

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

    Shangwen Wang

  5. Coding in a Bubble? Evaluating LLMs in Resolving Context Adaptation Bugs during Code Adaptation

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

    Yue Yu, Shangwen Wang

  6. Beyond Functional Correctness: A Knowledge-Enhanced Iterative Framework for Generating Criteria-Compliant Code

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

    Shangwen Wang

  7. Fault Localization from the Semantic Code Search Perspective

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

    Zhang Zhuo, Shangwen Wang

  8. EMSEdit: Efficient Multi-Step Meta-Learning-based Model Editing

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

    Shangwen Wang

  9. Give LLMs a Security Course: Securing Retrieval-Augmented Code Generation via Knowledge Injection

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

    Shangwen Wang

  10. Identifying Knowledge Editing Types in Large Language Models

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

    Shangwen Wang

  11. MiSum: Multi-modality Heterogeneous Code Graph Learning for Multi-intent Binary Code Summarization

    Article • Proceedings of the ACM on Software Engineering, June 2025, ACM (Association for Computing Machinery)

    Shangwen Wang

  12. Instruct or Interact? Exploring and Eliciting LLMs' Capability in Code Snippet Adaptation Through Prompt Engineering

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

    Shangwen Wang

  13. Learning Feasible Causal Algorithmic Recourse: A Prior Structural Knowledge Free Approach

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

    Shangwen Wang

  14. Don’t Complete It! Preventing Unhelpful Code Completion for Productive and Sustainable Neural Code Completion Systems

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

    Fu Song, Shangwen Wang

  15. Divide-and-Conquer: Automating Code Revisions via Localization-and-Revision

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

    Shangwen Wang

  16. One Size Does Not Fit All: Multi-granularity Patch Generation for Better Automated Program Repair

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

    Shangwen Wang

  17. AutoRIC: Automated Neural Network Repairing Based on Constrained Optimization

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

    Shangwen Wang

  18. CAREER: Context-Aware API Recognition with Data Augmentation for API Knowledge Extraction

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

    Shangwen Wang

  19. When Neural Code Completion Models Size up the Situation: Attaining Cheaper and Faster Completion through Dynamic Model Inference

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

    Shangwen Wang, Fu Song

  20. 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

  21. An Extensive Study on Adversarial Attack against Pre-trained Models of Code

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

    Shangwen Wang

  22. Natural Language to Code: How Far Are We?

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

    Shangwen Wang

  23. CCT5: A Code-Change-Oriented Pre-trained Model

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

    Shangwen Wang

  24. Two Birds with One Stone: Boosting Code Generation and Code Search via a Generative Adversarial Network

    Article • Proceedings of the ACM on Programming Languages, October 2023, ACM (Association for Computing Machinery)

    Shangwen Wang

  25. Pre-Implementation Method Name Prediction for Object-Oriented Programming

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

    Shangwen Wang

  26. Don't Complete It! Preventing Unhelpful Code Completion for Productive and Sustainable Neural Code Completion Systems

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

    Shangwen Wang

  27. Reentrancy Vulnerability Detection and Localization: A Deep Learning Based Two-phase Approach

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

    Yue Yu, Shangwen Wang, Zhang Zhuo

  28. Is this Change the Answer to that Problem?

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

    Wenkang Zhong, Shangwen Wang

  29. Context-Aware Code Change Embedding for Better Patch Correctness Assessment

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

    Shangwen Wang

  30. Fine-grained code-comment semantic interaction analysis

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

    Shangwen Wang

  31. Lightweight global and local contexts guided method name recommendation with prior knowledge

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

    Shangwen Wang

  32. Automated patch correctness assessment

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

    Shangwen Wang

  33. On the efficiency of test suite based program repair

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

    Shangwen Wang