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LINs Lab @ Westlake University's Projects

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[ICLR 2024] Increasing Model Capacity for Free: A Simple Strategy for Parameter Efficient Fine-tuning

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[Preprint] Dynamic Mixture of Experts: An Auto-Tuning Approach for Efficient Transformer Models

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[ICML 2023] FedBR: Improving Federated Learning on Heterogeneous Data via Local Learning Bias Reduction

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[ICML 2024] FedRC: Tackling Diverse Distribution Shifts Challenge in Federated Learning by Robust Clustering

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[ICLR 2023] Test-time Robust Personalization for Federated Learning

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[ICLR 2024] Towards Robust Multi-Modal Reasoning via Model Selection

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[CVPR 2024] On the Diversity and Realism of Distilled Dataset: An Efficient Dataset Distillation Paradigm

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[Preprint] Efficiency for Free: Ideal Data Are Transportable Representations

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[ICML23] On Pitfalls of Test-Time Adaptation

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