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Zi-Yuan Yang

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#artificial intelligence Preprint Oct 2026

Runaway Reaction: When Benign Skills Compose into Malicious Behavior

Agent skills package task-specific knowledge and procedures that can be composed to support complex agent tasks, while public marketplaces provide a growing pool of reusable skills. Existing security vetting, however, largely evaluates skills in isolation, leaving composition-induced risks underexplored. Such risks ari...

Zun-Long Zhou, Zi-Yuan Yang, Meng-Yu Sun et al. · 0 citations
#artificial intelligence Preprint Sep 2026

The Error You See Is Not the Error You Made: Progression-aware Reasoning Origin for Reasoning Error Localization

Progression-aware Reasoning Origin is proposed, a training-free framework for first-error localization that jointly models incoming support from the preceding context and outgoing compatibility with subsequent reasoning, selectively refines regions where these signals disagree, and finally performs detector-conditioned...

Yi-Guo Wang, Zi-Yuan Yang, Ying-Jian Zou et al. · 0 citations

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