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Qun Liu

Chief Scientist of Speech and Language Computing, Huawei Noah's Ark Lab

1 paper at NeurIPS 2025

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Poster Session 3

Thursday, December 4, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

RidgeLoRA: Matrix Ridge Enhanced Low-Rank Adaptation of Large Language Models

#4108 Spotlight · Junda Zhu, Jun Ai, Yujun Li, Yichun Yin, Yasheng Wang, Lifeng Shang, Qun Liu

RidgeLoRA adopts a novel series connection architecture, and enables different parameter initialization approaches for better performances.