Author

Tingting Yu

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Preprint Aug 2026

HyperFL: Query-Adaptive Representation Learning for Software Fault Localization

Software fault localization identifies the code locations responsible for reported issues and is a fundamental step toward automated debugging and program repair. Recent retrieval-based approaches formulate fault localization as a dense retrieval task by learning a shared embedding space between issue reports and sourc...

Shuai Shao, Yiming Zeng, Yu Zhao et al. · 0 citations

Preprint Aug 2026

ConFL: Explainable Concurrent Fault Localization via Hierarchy-Guided LLM Reasoning

Experiments on real-world concurrent bugs from eight large-scale Java projects show that ConFL significantly outperforms state-of-the-art IR-based and LLM-based baselines, achieving an MRR of 0.503 and a MAP of 0.486.

Shuai Shao, Dingbang Wang, Yiming Zeng et al. · 0 citations