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cs.AI2026
The Functional Structure of Post-Compression Recovery in Low-Rank LLMs
Zishan Shao, Liang Tian, Georgiy Zemlevskiy +10
Different low-rank compression methods can produce compressed LLMs that respond differently to the same post-compression recovery procedure, and relative advantages observed betwee…
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…