作者位次 #3/7ICLR 2026Poster· Deep Learning / Attention Mechanisms
LycheeDecode: Accelerating Long-Context LLM Inference via Hybrid-Head Sparse Decoding
Gang Lin · dongfang li · Zhuoen Chen · Yukun Shi · Xuhui Chen · Baotian Hu · Min Zhang
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Gang Lin · dongfang li · Zhuoen Chen · Yukun Shi · Xuhui Chen · Baotian Hu · Min Zhang
Zhuoen Chen · dongfang li · Meishan Zhang · Baotian Hu · Min Zhang
Large Language Models (LLMs) face severe challenges in long-context processing, including quadratic computational costs, information forgetting, and the context fragmentation inherent in Retrieval-Augmented Generation (RAG). We introduce LycheeMemory, a cognitively inspired framework that enables...