SOLARIS: Speculative Offloading of Latent-bAsed Representation for Inference Scaling. - Zikun Liu 004; Liang Luo; Qianru Li 002; Zhengyu Zhang; Wei Ling; Jingyi Shen; Zeliang Chen; Yaning Huang; Jingxian Huang; Abdallah Aboelela; Chonglin Sun; Feifan Gu; et al. (CoRR, 2026)