Nexusformer: Nonlinear Attention Expansion for Stable and Inheritable Transformer Scaling. - Weijie Zhao; Mingquan Liu; Bolun Wang; Simo Wu; Nuobei Xie; Rui-Jie Zhu 010; Peng Zhou (CoRR, 2026)