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Lingyu Zhu

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Preprint Aug 2026

LiST: Local-Simplex Test-Time LoRA Fusion

Task-specific LoRA adapters offer a modular way to specialize large language and vision-language models. However, existing adapter composition methods are mostly static and cannot adapt to individual test inputs. To address these issues, we propose \textbf{LiST}, a label-free test-time LoRA fusion framework that conver...

Yi-Hua Shao, Jia Li, Si-Yu Chen et al. · 2 citations

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