@article{hybridlinearattentiondonerightefficientd, title = {Hybrid Linear Attention Done Right: Efficient Distillation and Effective Architectures for Extremely Long Contexts}, author = {Yingfa Chen and Zhen Leng Thai and Zihan Zhou and Zhu Zhang and Xingyu Shen and Shuo Wang and Chaojun Xiao and Xu Han and Zhiyuan Liu}, year = {2026}, eprint = {2601.22156}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.22156}, }