Towards Understanding the Nature of Attention with Low-Rank Sparse Decomposition - He, Zhengfu; Wang, Junxuan; Lin, Rui; Ge, Xuyang; Shu, Wentao; Tang, Qiong; Zhang, Junping; Qiu, Xipeng (International Conference on Learning Representations, 2026)