VideoNSA: Native Sparse Attention Scales Video Understanding - Song, Enxin; Chai, Wenhao; Yang, Shusheng; Armand, Ethan; Shan, Xiaojun; Xu, Haiyang; Xie, Jianwen; Tu, Zhuowen (International Conference on Learning Representations, 2026)