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cs.CL2026
DeferKV: Rethinking Eviction Timing for One-Shot KV Cache Compression
Zhe Wang, Jiakai Li, Yujia Sun +2
Long-context large language models (LLMs) have demonstrated strong capabilities across a wide range of tasks, but the growing KV cache introduces substantial memory and inference o…
cs.CL2025
DSAS: A Universal Plug-and-Play Framework for Attention Optimization in Multi-Document Question Answering
Jiakai Li, Rongzheng Wang, Yizhuo Ma +3
While large language models (LLMs) show considerable promise across various fields, they have notable limitations in handling multi-document question answering (Multi-doc QA) tasks…