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Weijie Liu
Weijie Liu
The University of Hong Kong
在 connect.hku.hk 的电子邮件经过验证 - 首页
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DYNAMITE: Dynamic Interplay of Mini-Batch Size and Aggregation Frequency for Federated Learning with Static and Streaming Dataset
W Liu, X Zhang, J Duan, C Joe-Wong, Z Zhou, X Chen
IEEE Transactions on Mobile Computing, 2023
72023
AdaCoOpt: Leverage the interplay of batch size and aggregation frequency for federated learning
W Liu, X Zhang, J Duan, C Joe-Wong, Z Zhou, X Chen
2023 IEEE/ACM 31st International Symposium on Quality of Service (IWQoS), 1-10, 2023
42023
FedMoE-DA: Federated Mixture of Experts via Domain Aware Fine-grained Aggregation
Z Zhan, W Zhao, Y Li, W Liu, X Zhang, CW Tan, C Wu, D Guo, X Chen
arXiv preprint arXiv:2411.02115, 2024
12024
Adaptive Personalized Federated Learning for Non-IID Data with Continual Distribution Shift
S Chen, W Liu, X Zhang, H Xu, W Lin, X Chen
2024 IEEE/ACM 32nd International Symposium on Quality of Service (IWQoS), 1-6, 2024
2024
FedReMa: Improving Personalized Federated Learning via Leveraging the Most Relevant Clients
ZZ Han Lianga, W Liua, X Zhanga, CW Tanb, X Chena
2024
Federated Learning at the Edge: An Interplay of Mini-batch Size and Aggregation Frequency
W Liu, X Zhang, J Duan, C Joe-Wong, Z Zhou, X Chen
IEEE INFOCOM 2023-IEEE Conference on Computer Communications Workshops …, 2023
2023
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