Author

Wen-Xiao Zhang

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Jul 2026

CARE: Pre-Execution Command Verification for Shell-Executing LLM Agents

CARE (Canonicalization, Attribution, and Resolution Engine), a shell-specific, static-first verifier for individual shell commands before execution can reduce dispatch-boundary risk for LLM agents while preserving most benign workflows.

Yu Liu, Wenxiao Zhang, Zhiwei Yang et al. · arXiv.org · 1 citation

Preprint Aug 2026

ClueWeaver: Reward-Guided Dual-Agent Evidence Reasoning for Compact LLMs on Literary Long Narratives

Experiments across multiple long-context narrative question answering and claim verification settings show that ClueWeaver substantially improves local end-to-end language models while providing evidence coverage and paragraph-referenced reasoning traces.

Ji-Hao Zhu, Zhiwei Yang, Wenxiao Zhang et al. · 0 citations