Mobility-Aware Cluster Federated Learning in Hierarchical Wireless Networks

20 August 2021

Chenyuan Feng

Papers citing "Mobility-Aware Cluster Federated Learning in Hierarchical Wireless Networks"

22 / 22 papers shown

Title
Federated Intelligence: When Large AI Models Meet Federated Fine-Tuning and Collaborative Reasoning at the Network Edge Wanli Ni Haofeng Sun Huiqing Ao Hui Tian FedML 50 0 0 27 Mar 2025
Adaptive UAV-Assisted Hierarchical Federated Learning: Optimizing Energy, Latency, and Resilience for Dynamic Smart IoT Xiaohong Yang Minghui Liwang Liqun Fu Yuhan Su Seyyedali Hosseinalipour Xianbin Wang Yiguang Hong 54 0 0 08 Mar 2025
FedMeld: A Model-dispersal Federated Learning Framework for Space-ground Integrated Networks Qian Chen Xianhao Chen Kaibin Huang FedML 41 2 0 23 Dec 2024
Task-Oriented Communication for Graph Data: A Graph Information Bottleneck Approach Shujing Li Yanhu Wang Shuaishuai Guo Chenyuan Feng 37 3 0 04 Sep 2024
Twin Sorting Dynamic Programming Assisted User Association and Wireless Bandwidth Allocation for Hierarchical Federated Learning Rung-Hung Gau Ting-Yu Wang Chun-Hung Liu 29 0 0 17 Aug 2024
Trustworthy Image Semantic Communication with GenAI: Explainablity, Controllability, and Efficiency Xijun Wang Dongshan Ye Chenyuan Feng Howard H. Yang Xiang Chen Tony Q. S. Quek DiffM 45 2 0 07 Aug 2024
Dynamic Scheduling for Vehicle-to-Vehicle Communications Enhanced Federated Learning Jintao Yan Tan Chen Yuxuan Sun Zhaojun Nan Sheng Zhou Zhisheng Niu 29 3 0 25 Jun 2024
Adaptive Federated Learning Over the Air Chenhao Wang Zihan Chen Nikolaos Pappas Howard H. Yang Tony Q. S. Quek H. Vincent Poor FedML 37 1 0 11 Mar 2024
Empowering HWNs with Efficient Data Labeling: A Clustered Federated Semi-Supervised Learning Approach Moqbel Hamood A. Albaseer M. Abdallah Ala I. Al-Fuqaha 30 0 0 19 Jan 2024
Mobility Accelerates Learning: Convergence Analysis on Hierarchical Federated Learning in Vehicular Networks Tan Chen Jintao Yan Yuxuan Sun Sheng Zhou Deniz Gündüz Z. Niu FedML 40 7 0 18 Jan 2024
Agglomerative Federated Learning: Empowering Larger Model Training via End-Edge-Cloud Collaboration Zhiyuan Wu Sheng Sun Yuwei Wang Min Liu Bo Gao Quyang Pan Tianliu He Xue Jiang FedML 11 13 0 01 Dec 2023
A Joint Gradient and Loss Based Clustered Federated Learning Design Licheng Lin Mingzhe Chen Zhaohui Yang Yusen Wu Yuchen Liu FedML 33 0 0 22 Nov 2023
PA-iMFL: Communication-Efficient Privacy Amplification Method against Data Reconstruction Attack in Improved Multi-Layer Federated Learning Jianhua Wang Xiaolin Chang Jelena Mivsić Vojislav B. Mivsić Zhi Chen Junchao Fan 39 2 0 25 Sep 2023
Hierarchical Federated Learning in Wireless Networks: Pruning Tackles Bandwidth Scarcity and System Heterogeneity Md Ferdous Pervej Richeng Jin H. Dai 28 9 0 03 Aug 2023
Mobility-Aware Joint User Scheduling and Resource Allocation for Low Latency Federated Learning Kecheng Fan Wen Chen Jun Li Xiumei Deng Xu Han Ming Ding FedML 31 5 0 18 Jul 2023
Data-Heterogeneous Hierarchical Federated Learning with Mobility Tan Chen Jintao Yan Yuxuan Sun Sheng Zhou Deniz Gunduz Z. Niu FedML 18 3 0 19 Jun 2023
Adaptive Federated Pruning in Hierarchical Wireless Networks Xiaonan Liu Shiqiang Wang Yansha Deng A. Nallanathan 37 11 0 15 May 2023
Delay-Aware Hierarchical Federated Learning F. Lin Seyyedali Hosseinalipour Nicolò Michelusi Christopher G. Brinton FedML 18 11 0 22 Mar 2023
Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks Xiaofan Yu L. Cherkasova Hars Vardhan Quanling Zhao Emily Ekaireb Xiyuan Zhang A. Mazumdar T. Rosing 17 24 0 17 Jan 2023
MEET: Mobility-Enhanced Edge inTelligence for Smart and Green 6G Networks Yuxuan Sun Bowen Xie Sheng Zhou Z. Niu 16 19 0 27 Oct 2022
Convergence of Update Aware Device Scheduling for Federated Learning at the Wireless Edge M. Amiri Deniz Gunduz Sanjeev R. Kulkarni H. Vincent Poor 92 170 0 28 Jan 2020
Adaptive Federated Learning in Resource Constrained Edge Computing Systems Shiqiang Wang Tiffany Tuor Theodoros Salonidis K. Leung C. Makaya T. He Kevin S. Chan 144 1,687 0 14 Apr 2018