EvoSpec: Evolving Speculative Decoding via Real-Time Vocabulary and Parameter Adaptation. - Shuyu Zhang; Lingfeng Pan; Qicheng Wang; Yaqi Shi; Yueyang Tan; Ruyu Yan; Jiaqi Chen; Lixing Du; Lu Wang (CoRR, 2026)