@article{knapspecselfspeculativedecodingviaadapti, title = {KnapSpec: Self-Speculative Decoding via Adaptive Layer Selection as a Knapsack Problem}, author = {Seongjin Cha and Gyuwan Kim and Dongsu Han and Tao Yang and Insu Han}, year = {2026}, eprint = {2602.20217}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.20217}, }