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Ruixuan Li

Beyond Higher Rank: Token-wise Input-Output Projections for Efficient Low-Rank Adaptation

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Oct 27, 2025
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Is Model Editing Built on Sand? Revealing Its Illusory Success and Fragile Foundation

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Oct 01, 2025
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BoRA: Towards More Expressive Low-Rank Adaptation with Block Diversity

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Aug 09, 2025
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Adapter Naturally Serves as Decoupler for Cross-Domain Few-Shot Semantic Segmentation

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Jun 09, 2025
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The Panaceas for Improving Low-Rank Decomposition in Communication-Efficient Federated Learning

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May 29, 2025
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Beyond Zero Initialization: Investigating the Impact of Non-Zero Initialization on LoRA Fine-Tuning Dynamics

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May 29, 2025
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FlowCut: Rethinking Redundancy via Information Flow for Efficient Vision-Language Models

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May 26, 2025
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FedRE: Robust and Effective Federated Learning with Privacy Preference

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May 08, 2025
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Adversarial Cooperative Rationalization: The Risk of Spurious Correlations in Even Clean Datasets

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May 04, 2025
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The Devil is in Low-Level Features for Cross-Domain Few-Shot Segmentation

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Mar 27, 2025
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