作者位次 #4/7ICML 2026Poster· Deep Learning / Attention Mechanisms
Norm$\times$Direction: Restoring the Missing Query Norm in Vision Linear Attention
Weikang Meng · Yadan Luo · Liangyu Huo · Yingjian Li · Yaowei Wang · Xin Li · Zheng Zhang
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Weikang Meng · Yadan Luo · Liangyu Huo · Yingjian Li · Yaowei Wang · Xin Li · Zheng Zhang
Zeng You · Yaofo Chen · Qiuwu Chen · Ying Sun · Shuhai Zhang · Yingjian Li · Yaowei Wang · Mingkui Tan
Large language models (LLMs) face significant challenges in processing long contexts due to the linear growth of the key-value (KV) cache and quadratic complexity of self-attention. Existing approaches address these bottlenecks separately: Multi-head Latent Attention (MLA) reduces the KV cache by...