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Jun-Liang Li

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#machine learning Review Sep 2026

Scaled Idempotence in Transformer Attention: Paired OV Geometry and Shared-Value Algebras

These results characterize scaled idempotence as a sparse trained orientation within broadly available geometric capacity and show how value sharing extends a headwise relation into a local operator algebra.

Ji-Ming Feng, Jun-Liang Li · 0 citations