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Shiqiang Wang

Adaptive Heterogeneous Client Sampling for Federated Learning over Wireless Networks

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Apr 22, 2024
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Communication-Efficient Hybrid Federated Learning for E-health with Horizontal and Vertical Data Partitioning

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Apr 15, 2024
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FedFisher: Leveraging Fisher Information for One-Shot Federated Learning

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Mar 19, 2024
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Federated Learning Priorities Under the European Union Artificial Intelligence Act

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Feb 05, 2024
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A Survey on Efficient Federated Learning Methods for Foundation Model Training

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Jan 09, 2024
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Federated Learning While Providing Model as a Service: Joint Training and Inference Optimization

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Dec 21, 2023
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DePRL: Achieving Linear Convergence Speedup in Personalized Decentralized Learning with Shared Representations

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Dec 17, 2023
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StableFDG: Style and Attention Based Learning for Federated Domain Generalization

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Nov 01, 2023
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Federated Fine-Tuning of LLMs on the Very Edge: The Good, the Bad, the Ugly

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Oct 04, 2023
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Straggler-Resilient Decentralized Learning via Adaptive Asynchronous Updates

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Jun 11, 2023
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