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Hengsong Liu, Liangyu Teng, Jingnan Cai, Yuntian Shi, Jingyu Zhang, Yang Liu, Jing Liu, Liang Song

Public reference bibliography and cataloged PDF materials authored or published by Hengsong Liu, Liangyu Teng, Jingnan Cai, Yuntian Shi, Jingyu Zhang, Yang Liu, Jing Liu, Liang Song.

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Does Unlearning Survive Collaboration? Robust Unlearning for Shared-Model LLM Teams

Year: 2026 • Source: arxiv.org • Listed PDF

LLM unlearning is essential for removing sensitive or unwanted knowledge while preserving useful capabilities. As LLM teams are increasingly used to solve complex problems, forgetting must remain effective during collabo...