"long-sequence inference" Papers

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Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference

Yuan Feng, Junlin Lv, Yukun Cao et al.

NEURIPS 2025arXiv:2407.11550
106
citations

FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference

Xunhao Lai, Jianqiao Lu, Yao Luo et al.

ICLR 2025arXiv:2502.20766
62
citations