Yongheng Zhang

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Publication activitypapers/week, last 8 weeks

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Eval Frameworks & Benchmarks (1)Multimodal Models (1)Reasoning & Chain-of-Thought (1)

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Siyu Yan (1)Zhuoran Yan (1)Haiying Xu (1)Panhao Zhou (1)

Papers (1)

Jul 29, 2026

Siyu Yan +133w ago

See2Think: Do Multimodal Models Really Use Intermediate Visual States?

Visual reasoning in multimodal models is highly variable, with accuracy plummeting over 10 points when feedback is corrupted, revealing hidden dependencies on visual states.

Siyu Yan, Zhuoran Yan, Haiying Xu +11

Eval Frameworks & Benchmarks Multimodal Models Reasoning & Chain-of-Thought

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Yongheng Zhang

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)