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Jinzhe Liu

PhD student, University of the Chinese Academy of Sciences

1 paper at NeurIPS 2025

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Poster Session 4

Thursday, December 4, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Edit Less, Achieve More: Dynamic Sparse Neuron Masking for Lifelong Knowledge Editing in LLMs

#2007 · Jinzhe Liu, Junshu Sun, Shufan Shen, Chenxue Yang, Shuhui Wang

NMKE is a fine-grained framework that uses neuron-level attribution and sparse masking for precise, efficient lifelong knowledge editing.