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Shanghai Ocean University

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Preprint Sep 2026

QCPruner: Query-Conditioned Population Coverage for Visual Token Pruning

QCPruner fuses two cross-modal cues into utility and applies it to both visual targets and candidate representatives within visual-affinity-based coverage, which achieves the highest average relative performance among evaluated complete-system pruning methods at every reported token budget.

Sheng-Li He, Yong-Chao Liang, Rou-Meng He et al. · 2 citations