* Equal contribution † Project lead ‡ Corresponding author 2026 Preprint LoopSpec: Pipelined Self-Speculative Decoding for Looped Transformers SangLyul Cho*, Langqing Cui*†, Sehoon Kim, Dongsu Han, and Insu Han‡ arXiv preprint PDF Code Project Page