most citedContextual Attention Modulation: Towards Efficient Multi-Task Adaptation in Large Language Models

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cs.DB2025

Category-Aware Semantic Caching for Heterogeneous LLM Workloads

Chen Wang, Xunzhuo Liu, Yue Zhu +3

LLM serving systems process heterogeneous query workloads where different categories exhibit different characteristics. Code queries cluster densely in embedding space while conver…