作者位次 #2/5ICML 2026Poster· Deep Learning / Large Language Models
KnapSpec: Self-Speculative Decoding via Adaptive Layer Selection as a Knapsack Problem
Seongjin Cha · Gyuwan Kim · Dongsu Han · Tao Yang · Insu Han
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Seongjin Cha · Gyuwan Kim · Dongsu Han · Tao Yang · Insu Han
Byeongjin Kim · Gyuwan Kim · Seo Yeon Park
Large language models struggle with reasoning over long contexts where relevant information is sparsely distributed. Although plan-and-execute frameworks mitigate this by decomposing tasks into planning and execution, their effectiveness is often limited by unreliable plan generation due to depen...