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## MHLA: Restoring Expressivity of Linear Attention via Token-Level Multi-Head
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<a href="https://arxiv.org/abs/2601.07832"><img src="https://img.shields.io/badge/Arxiv-2601.07832-b31b1b.svg?logo=arXiv"></a>  
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[Kewei Zhang](https://xiwen1.github.io/)<sup>1*</sup>,
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[Ye Huang](https://yeyeah.life/)<sup>1*</sup>,
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## MHLA: Restoring Expressivity of Linear Attention via Token-Level Multi-Head
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<a href="https://arxiv.org/abs/2601.07832"><img src="https://img.shields.io/badge/Arxiv-2601.07832-b31b1b.svg?logo=arXiv"></a>  
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<a href="https://github.com/DAGroup-PKU/MHLA"><img src="https://img.shields.io/badge/GitHub-DAGroup--PKU%2FMHLA-black?logo=github"></a>  
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<a href="https://dagroup-pku.github.io/MHLA/"><img src="https://img.shields.io/static/v1?label=Project&message=Page&color=blue&logo=github-pages"></a>  
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<a href="https://huggingface.co/DAGroup-PKU/MHLA/"><img src="https://img.shields.io/static/v1?label=%F0%9F%A4%96%20HuggingFace&message=Models&color=green"></a>  
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[Kewei Zhang](https://xiwen1.github.io/)<sup>1*</sup>,
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[Ye Huang](https://yeyeah.life/)<sup>1*</sup>,
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