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Xinchi Qiu

FLea: Addressing Data Scarcity and Label Skew in Federated Learning via Privacy-preserving Feature Augmentation

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Jun 13, 2024
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Sheaf HyperNetworks for Personalized Federated Learning

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May 31, 2024
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The Future of Large Language Model Pre-training is Federated

May 17, 2024
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FedAnchor: Enhancing Federated Semi-Supervised Learning with Label Contrastive Loss for Unlabeled Clients

Feb 15, 2024
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FedL2P: Federated Learning to Personalize

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Oct 03, 2023
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FedVal: Different good or different bad in federated learning

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Jun 06, 2023
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vFedSec: Efficient Secure Aggregation for Vertical Federated Learning via Secure Layer

May 26, 2023
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EXACT: Extensive Attack for Split Learning

May 25, 2023
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Efficient Vertical Federated Learning with Secure Aggregation

May 18, 2023
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Gradient-less Federated Gradient Boosting Trees with Learnable Learning Rates

May 02, 2023
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