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Yi-Wen Liang

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Sep 2026

LiteBDS-ViT: hardware-friendly block-diagonal shift projections for efficient low-precision vision transformers

LiteBDS-ViT, a hardware-friendly structural optimization framework that replaces dense attention and feed-forward projections with block-diagonal shift projections, allocates group numbers layer-wise under a global operation budget, and implements fused CUDA kernels to translate theoretical sparsity into practical GPU...

Rui Wan, Han Pu, Yi-Wen Liang et al. · 0 citations

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