Jia-Kai Li

DeferKV: Rethinking Eviction Timing for One-Shot KV Cache Compression

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 overhead. Existing one-shot KV cache compression methods typically commit to irreversible eviction immediately after prefill, before any sign...