Author

Peiyu Yang

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#machine learning Preprint Sep 2026

Does Execution Require Target KV Fidelity? A Mixed-Fidelity KV Runtime for LLM Serving

This work presents ElasticKV, a mixed-fidelity KV runtime built on the observation that target fidelity need not gate execution, and demonstrates the effectiveness and generality of ElasticKV across diverse workloads, model families and scales, and GPU platforms.

Jiantong Jiang, Yue Yang, Pei-Yu Yang et al. · 0 citations

Conference Open access Jul 2026

Towards Efficient Large Language Model Serving: A Survey on System-Aware KV Cache Optimization

This work systematizes a rapidly evolving area, providing a foundation for understanding and innovating KV cache designs in modern LLM serving infrastructure.

Jiantong Jiang, Peiyu Yang, Rui Zhang et al. · Annual Meeting of the Associ... · 16 citations · ⚡1