作者位次 #2/8NeurIPS 2026Poster
LDPCache: Locally Differentially Private Multi-Query Processing with Cache Optimization for Large Language Models
Haoqiang Shi · Ning Wang · Chuan He · Qian Ma · Zhigang Wang · Shen Su · Yu Gu · Zhihong Tian
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Haoqiang Shi · Ning Wang · Chuan He · Qian Ma · Zhigang Wang · Shen Su · Yu Gu · Zhihong Tian
He Wang · Yu Gu · Fangfang Li · Zhigang Wang · Zhenghao Liu · Ning Wang · Xiaohua Li · Ge Yu
The autoregressive inference in large language models requires repeated computation across transformer layers. While caching intermediate key-value (KV) pairs eliminates redundancy, it introduces severe memory overhead, particularly in long-context settings. Most existing cache compression method...