Author

Zhenchang Xing

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Jul 2026

Confidence vs. Competence: Misalignment in Judgment and Performance for Agentic Software Repair

A persistent gap is revealed between how current repair agents assess issue conditions and how they perform during repair, highlighting the need for judgment-aware and correction-aware agent design.

Mingyue Yuan, Jie-Shan Chen, Dehai Zhao et al. · ACM Transactions on Software... · 0 citations

Aug 2026

Balancing Richness and Reliability: An Explore-Construct-Verify Framework for API Knowledge Graph Construction

This work proposes Explore-Construct-Verify (ECV), a three-stage framework for API KG construction using large language models (LLMs), which preserves LLMs’ ability to discover domain-specific knowledge while enabling efficient post-hoc validation.

Yan-Bang Sun, Qing Huang, Zhen-Chang Xing et al. · ACM Transactions on Software... · 0 citations