Summary of Robust Federated Learning For Wireless Networks: a Demonstration with Channel Estimation, by Zexin Fang et al.
Robust Federated Learning for Wireless Networks: A Demonstration with Channel Estimationby Zexin Fang, Bin Han,…
Summary of Fedselect: Personalized Federated Learning with Customized Selection Of Parameters For Fine-tuning, by Rishub Tamirisa et al.
FedSelect: Personalized Federated Learning with Customized Selection of Parameters for Fine-Tuningby Rishub Tamirisa, Chulin Xie,…
Summary of Optimal Batch Allocation For Wireless Federated Learning, by Jaeyoung Song et al.
Optimal Batch Allocation for Wireless Federated Learningby Jaeyoung Song, Sang-Woon JeonFirst submitted to arxiv on:…
Summary of Addressing Heterogeneity in Federated Load Forecasting with Personalization Layers, by Shourya Bose et al.
Addressing Heterogeneity in Federated Load Forecasting with Personalization Layersby Shourya Bose, Yu Zhang, Kibaek KimFirst…
Summary of Continual Learning For Smart City: a Survey, by Li Yang et al.
Continual Learning for Smart City: A Surveyby Li Yang, Zhipeng Luo, Shiming Zhang, Fei Teng,…
Summary of Computation and Communication Efficient Lightweighting Vertical Federated Learning, by Heqiang Wang et al.
Computation and Communication Efficient Lightweighting Vertical Federated Learningby Heqiang Wang, Jieming Bian, Lei WangFirst submitted…
Summary of From Learning to Analytics: Improving Model Efficacy with Goal-directed Client Selection, by Jingwen Tong et al.
From Learning to Analytics: Improving Model Efficacy with Goal-Directed Client Selectionby Jingwen Tong, Zhenzhen Chen,…
Summary of Adaptive Decentralized Federated Learning in Energy and Latency Constrained Wireless Networks, by Zhigang Yan and Dong Li
Adaptive Decentralized Federated Learning in Energy and Latency Constrained Wireless Networksby Zhigang Yan, Dong LiFirst…
Summary of Client-supervised Federated Learning: Towards One-model-for-all Personalization, by Peng Yan et al.
Client-supervised Federated Learning: Towards One-model-for-all Personalizationby Peng Yan, Guodong LongFirst submitted to arxiv on: 28…
Summary of Dual-personalizing Adapter For Federated Foundation Models, by Yiyuan Yang et al.
Dual-Personalizing Adapter for Federated Foundation Modelsby Yiyuan Yang, Guodong Long, Tao Shen, Jing Jiang, Michael…