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Home/Authors/Yunpeng Zhou

Yunpeng Zhou

1 indexed paper

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26

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AI×1ML×1

Research Timeline

2026
Diagnosing Failure Modes of Shared-State Collaboration in Resource-Constrained Visual Agents

This paper analyzes failure modes in collaborative visual reasoning systems, demonstrating that naive shared workspaces can amplify hallucinations and proposing diagnostics for improving communication fidelity.

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Papers

cs.AIcs.LGRecentMay 29, 2026

Diagnosing Failure Modes of Shared-State Collaboration in Resource-Constrained Visual Agents

Yunpeng Zhou

This paper analyzes failure modes in collaborative visual reasoning systems, demonstrating that naive shared workspaces can amplify hallucinations and proposing diagnostics for improving communication…

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