[KongchangAI]
Unverified50% confidenceFactExact time

KV-Surgeon's quadratic surrogate model approximates the effect of a deletion set on the attention output as a quadratic-form function, so that under the greedy framework only a closed-form comparison on the quadratic form is needed at each step to select the single currently optimal deletion, thereby avoiding combinatorial explosion.

1
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50%
Confidence
Long-term
Relevance
10/20/2026
First Seen

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