A Unified View of Attention and Residual Sinks: Outlier-Driven Rescaling is Essential for Transformer Training. - Zihan Qiu; Zeyu Huang; Kaiyue Wen; Peng Jin; Bo Zheng; Yuxin Zhou; Haofeng Huang; Zekun Wang; Xiao Li; Huaqing Zhang; Yang Xu; Haoran Lian; et al. (CoRR, 2026)