Shunsuke Kamiya

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Architecture Design (Transformers, SSMs, MoE) (1)Scaling Laws & Emergent Abilities (1)

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Bum Jun Kim (1)Kohei Hayashi (1)Kohei Hayashi (1)Shunsuke Kamiya (1)

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Jul 30, 2026

3w ago·also POSTECH

Looped Transformers with Source-Centered State Evolution

SCSE transforms recurrent computation in Looped Transformers by ensuring that deviations from a learned anchor enhance performance without compromising stability.

Bum Jun Kim, Kohei Hayashi, Kohei Hayashi +6

Architecture Design (Transformers, SSMs, MoE)Scaling Laws & Emergent Abilities

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Shunsuke Kamiya

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)