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Minh N. H. Nguyen

Resource-Efficient Federated Multimodal Learning via Layer-wise and Progressive Training

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Jul 22, 2024
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Cross-Modal Prototype based Multimodal Federated Learning under Severely Missing Modality

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Jan 25, 2024
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LW-FedSSL: Resource-efficient Layer-wise Federated Self-supervised Learning

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Jan 22, 2024
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OnDev-LCT: On-Device Lightweight Convolutional Transformers towards federated learning

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Jan 22, 2024
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Contrastive encoder pre-training-based clustered federated learning for heterogeneous data

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Nov 28, 2023
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FedMEKT: Distillation-based Embedding Knowledge Transfer for Multimodal Federated Learning

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Jul 25, 2023
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CDKT-FL: Cross-Device Knowledge Transfer using Proxy Dataset in Federated Learning

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Apr 04, 2022
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Edge-assisted Democratized Learning Towards Federated Analytics

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Dec 01, 2020
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Toward Multiple Federated Learning Services Resource Sharing in Mobile Edge Networks

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Nov 25, 2020
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An Incentive Mechanism for Federated Learning in Wireless Cellular network: An Auction Approach

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Sep 22, 2020
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