Wenming Ye

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Multimodal Models (1)Reasoning & Chain-of-Thought (1)

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Pei Tian (1)Xinzhuo Li (1)Bowen Fang (1)Shujun Xia (1)

Papers (1)

Jun 18, 2026

3w ago·also UIUC

CogniRoute: Learning to Route Social Evidence in Omni-Modal Models

CogniRoute outperforms existing models by over 15 percentage points in social video QA, revealing the critical role of cognitive schema in multimodal reasoning.

Pei Tian, Xinzhuo Li, Bowen Fang +6

Architecture Design (Transformers, SSMs, MoE)Multimodal Models Reasoning & Chain-of-Thought

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Wenming Ye

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)