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Federated Low-Rank Adaptation for Large Language Model Fine-Tuning Over Wireless Networks 会议论文
GLOBECOM 2024 - 2024 IEEE GLOBAL COMMUNICATIONS CONFERENCE, Cape Town, South Africa, 8-12 Dec. 2024
作者:  Zixin Wang;  Yong Zhou;  Yuanming Shi;  Khaled. B. Letaief
收藏  |  浏览/下载:45/0  |  提交时间:2025/03/18
Joint Device Scheduling and Resource Allocation for ISCC-Based Multi-View-Multi-Task Inference 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2024, 卷号: PP, 期号: 99
作者:  Diao Wang;  Dingzhu Wen;  Yinghui He;  Qimei Chen;  Guangxu Zhu
Adobe PDF(5134Kb)  |  收藏  |  浏览/下载:180/4  |  提交时间:2024/09/18
Enhanced Hybrid Hierarchical Federated Edge Learning Over Heterogeneous Networks 期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2023, 卷号: PP, 期号: 99, 页码: 1-15
作者:  Qimei Chen;  Zehua You;  Dingzhu Wen;  Zhaoyang Zhang
Adobe PDF(5185Kb)  |  收藏  |  浏览/下载:252/1  |  提交时间:2023/07/14
Computer architecture  Edge computing  Hierarchical systems  Information management  Learning systems  Markov processes  Network architecture  Network layers  Resource allocation  Cloud layers  Computational modelling  Device layers  Device resources  Device selection  Edge computing  Federated edge learning  Local model  Resource management  Semi-asynchronoi  Computer architecture  Edge computing  Hierarchical systems  Information management  Learning systems  Markov processes  Network architecture  Network layers  Resource allocation  Cloud layers  Computational modelling  Device layers  Device resources  Device selection  Edge computing  Federated edge learning  Local model  Resource management  Semi-asynchronoi  
Communication-Efficient Device Scheduling via Over-the-Air Computation for Federated Learning 会议论文
2022 IEEE GLOBAL COMMUNICATIONS CONFERENCE, GLOBECOM 2022 - PROCEEDINGS, Virtual, Online, Brazil, December 4, 2022 - December 8, 2022
作者:  Bingqing Jiang;  Jun Du;  Chunxiao Jiang;  Yuanming Shi;  Zhu Han
Adobe PDF(664Kb)  |  收藏  |  浏览/下载:173/0  |  提交时间:2023/03/10
Joint Bandwidth Allocation, Computation Control, and Device Scheduling for Federated Learning with Energy Harvesting Devices 会议论文
CONFERENCE RECORD - ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS AND COMPUTERS, Virtual, Online, United states, October 31, 2022 - November 2, 2022
作者:  Li Zeng;  Dingzhu Wen;  Guangxu Zhu;  Changsheng You;  Qimei Chen
Adobe PDF(589Kb)  |  收藏  |  浏览/下载:218/0  |  提交时间:2023/04/28
Social-Aware Edge Intelligence: A Constrained Graphical Bandit Approach 会议论文
2022 IEEE GLOBAL COMMUNICATIONS CONFERENCE, GLOBECOM 2022 - PROCEEDINGS, Virtual, Online, Brazil, December 4, 2022 - December 8, 2022
作者:  Simeng Bian;  Shangshang Wang;  Yinxu Tang;  Ziyu Shao
Adobe PDF(7888Kb)  |  收藏  |  浏览/下载:218/0  |  提交时间:2023/03/10
Iterative greedy user clustering algorithm for D2D-relay in vehicular communication systems 期刊论文
IET MICROWAVES ANTENNAS & PROPAGATION, 2019, 卷号: 13, 期号: 8, 页码: 1087-1095
作者:  Wang, Zhenyu;  Zhou, Ting;  Xu, Tianheng;  Hu, Honglin
Adobe PDF(2004Kb)  |  收藏  |  浏览/下载:527/1  |  提交时间:2019/07/10
cooperative communication  iterative methods  resource allocation  greedy algorithms  computational complexity  cellular radio  wireless channels  relay networks (telecommunication)  vehicular ad hoc networks  nonlinear programming  vehicular wireless channels  greedy user clustering algorithm  vehicular communication systems  wireless services  cellular networks  mobile users  traditional pairwise cooperation  cluster-wise cooperation  intelligent transportation  vehicular scenario  clustering scheme  system resources  nonlinear binary programming problem  device-to-device communications  spectral power efficiency  iterative greedy user clustering  suboptimal algorithm IGUC  D2D-relay clustering network  noncooperative uplink system  
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