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Chien Van Nguyen

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#machine learning Preprint Sep 2026

CRISP: Cliff-awaRe Input-adaptive Sparse Prefilling with Structural-Mass-Motivated Routing

This work replaces the Jensen-Shannon Divergence routing with C_struct, a structural proxy that measures mass at Vertical-Slash compatible positions and reproduces JSD's routing decisions while eliminating both the pooled matmul and subsequent KL divergence overhead.

H. Nguyen, Chien Van Nguyen, Franck Dernoncourt et al. · 0 citations

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