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Rui-Jie Li

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#machine learning Preprint Oct 2026

PHBA: Prefix-State Hybrid Block Attention

Hybrid architectures combining linear sequence models with softmax attention provide an effective balance between efficient long-context modeling and precise token retrieval. Existing designs such as Native Hybrid Attention (NHA) combine compressed long-term states with sliding-window attention, but their exact attenti...

Rui-Jie Li, Jia-Xi Hu, Shi-Yu Wang et al. · 0 citations