Author

Yan-Jie Jiang

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Open access Oct 2026

Enhancing LLM-Based Bug Reproduction via Code Entity Retrieval and Test Case Repair

Automated bug reproduction from bug reports is a critical yet challenging step in software debugging. While LLM-based bug reproduction shows promise, its effectiveness is often hampered by insufficient contextual awareness of the relevant codebase and a tendency to produce invalid test cases. To address these limitatio...

Hao Ding, Yan-Jie Jiang, Yu-Xia Zhang et al. · 0 citations

#software testing Open access Oct 2026

Testing Method Relocation Algorithms via Template-Based Systematic Structural Traversal and Precondition Filtering

Method relocation refactorings, primarily Move Method and Pull Up/Push Down Method, are indispensable for reducing coupling and enhancing cohesion. Despite their widespread automation in modern refactoring engines, these algorithms remain notoriously error-prone, posing significant risks to software reliability. A prim...

Chun-Hao Dong, Yan-Jie Jiang, Yang Zhang et al. · 0 citations

#small language model Review Open access Oct 2026

Empowering Lightweight Language Models for Security Code Review via Context-Aware Distillation

Security code review, which specifically examines software from a security perspective, is indispensable for preempting vulnerabilities and bolstering software reliability. However, existing automated approaches face a dilemma. They either rely on large language models with prohibitive deployment costs, or employ light...

Zi-Xiao Zhao, Yan-Jie Jiang, Hui Liu et al. · Proceedings of the ACM on so... · 0 citations