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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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Huawei Lin

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#natural language process... Dec 2025

RapidUn: Influence-Driven Parameter Reweighting for Efficient Large Language Model Unlearning

RapidUn, an influence-guided framework that converts cross-sample influence estimates into fixed sample-specific weights for weighted LoRA unlearning, is proposed, and complementary TOFU, semantic LLM-judge, and IFEval evaluations further support the effectiveness of influence-guided sample reweighting beyond the contr...

Guoshenghui Zhao, Huawei Lin, Wei-Jie Zhao · 1 citation

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