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cs.AI2026
DecodeShare: Tracing the Shared Subspace of LLM Decode-Time Decisions
Zishan Shao, Lixun Zhang, Kangning Cui +10
Large language models (LLMs) handle many tasks with one set of parameters, but under KV-cached inference it is unclear what task-general structure, if any, is used at decode time r…
cs.AI2024
Knowledge Graph Tuning: Real-time Large Language Model Personalization based on Human Feedback
Jingwei Sun, Zhixu Du, Yiran Chen
Large language models (LLMs) have demonstrated remarkable proficiency in a range of natural language processing tasks. Once deployed, LLMs encounter users with personalized factual…