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Yi-Ming Zhong

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#artificial intelligence Preprint Sep 2026

Do Not Restart: Residual Completion for Stateful Agent Handoffs

Commons-Frontier Residual Completion enforces target-before-proposal, whole-proposal-before-authority, and live-evidence-before-success: it freezes a residual contract from accepted progress, closes the successor continuation into an evidence-linked graph, and admits execution only when the remainder is covered, with l...

R. Deng, Yi-Ming Zhong, Fang Zhao et al. · 0 citations

Jul 2026

Global Logic and Local Search: Dual-Stream Multimodal In-Context Learning for Verifiable Industrial Anomaly Detection

This work presents GLLS, a training-free framework for reference-guided multimodal in-context verification that combines a Global&Logic Stream, where SAM 3 extracts partially checkable visual facts, with a Fine-Grained&Actions Stream, where MCTS selects local evidence crops under a fixed budget.

R. Deng, Yundi Hu, Yi-Ming Zhong et al. · arXiv.org · 0 citations