Author

Jie M. Zhang

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Preprint Sep 2026

XRepoSkill: Learning Transferable Skills for Software Engineering Agents

Software engineering agents increasingly use reusable skills distilled from prior experience to resolve repository-level issues, yet such skills often fail to transfer across repositories. A central challenge is that a behavior appearing in a successful trajectory is not necessarily responsible for the successful outco...

Yao-Qi Guo, Hao Zhou, Jia-Yi Zhang et al. · 0 citations

#artificial intelligence Preprint Sep 2026

Mubric: Mutation Testing-Guided Rubric Generation for LLM Evaluation

This work introduces Mubric, a mutation testing-guided approach to rubric generation, which achieves the highest overall evaluation accuracy, outperforming the strongest baseline by 7.48 percentage points.

Jiayuxuan Yang, Jie M. Zhang, Yiling Lou et al. · 0 citations

Preprint Aug 2026

An Exploratory Study of Agent Plans for Agentic AI Coding Tools in Open-Source Software

Overall, repository-preserved Agent Plans under these tool-specific directories appear to be a narrow but informative artifact for studying task intent and execution guidance in human-agent workflows.

M. Abubakar, Seyedmoein Mohsenimofidi, Jai Lal Lulla et al. · 1 citation