Author

Bo-Yu Wang

2 papers indexed here

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#artificial intelligence Jun 2026

RedKnot: Efficient Long-Context LLM Serving with Head-Aware KV Reuse and SegPagedAttention

RedKnot establishes a new foundation for AI infrastructure by transforming the KV cache from a monolithic, passive runtime artifact into a dynamic, model-aware runtime substrate for scalable LLM serving.

Yang Liu, Zhao-Kai Luo, Hua-Yi Jin et al. · arXiv.org · 7 citations · ⚡1

#artificial intelligence Preprint Sep 2026

RedKnot-MLA: Multi-Head Offline-Online Reuse for DeepSeek-V4 Long-Context Serving

This work presents a DeepSeek-V4 realization of RedKnot's head-aware reuse principle, a DeepSeek-V4 realization of RedKnot's head-aware reuse principle, and describes the factorization, position repair, token-row closure, sparse-MoE support, TP8 integration, and the measurement boundaries needed to interpret these resu...

Yang Liu, Zhao-Kai Luo, Hua-Yi Jin et al. · 0 citations