Yixin Cao

Fudan University, Shanghai Innovation Institute

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Publication activitypapers/week, last 8 weeks

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

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Kang Chen (1)Minshen Yu (1)Junjie Nian (1)Yaoning Wang (1)

Papers (1)

Jun 22, 2026

3w ago·also Fudan, Shanghai Innovation

Does the Same Token Mean the Same State? MoE Routing as Signal for Reasoning Control

Identical token IDs in sparse MoE models can lead to different expert outputs, revealing a nuanced structure that enhances reasoning control through innovative routing techniques.

Kang Chen, Minshen Yu, Junjie Nian +2

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

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Yixin Cao

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)