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Xurui Peng · Chenqian Yan · Hong Liu · Rui Ma · Fangmin Chen · XING WANG · Zhihua Wu · Songwei Liu · Mingbao Lin
Haowei Zhu · Tingxuan Huang · XING WANG · Tianyu Zhao · Jiexi Wang · Weifeng Chen · Xurui Peng · Fangmin Chen · Junhai Yong · Bin Wang
Yu Zhang · Songwei Liu · Chenqian Yan · Linsheng · Beichen Ning · Fangmin Chen · XING WANG
Attention scales quadratically with sequence length, fundamentally limiting long-context inference.Existing block-granularity sparsification can reduce latency, but coarse blocks impose an intrinsic sparsity ceiling, making further improvements difficult even with carefully engineered designs.We...