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Federated Dropout: Convergence Analysis and Resource Allocation
预印本
2024
作者:
Xie, Sijing
;
Wen, Dingzhu
;
Liu, Xiaonan
;
You, Changsheng
;
Ratnarajah, Tharmalingam
收藏
|
浏览/下载:87/0
|
提交时间:2025/02/24
Federated edge learning
dropout
convergence analysis
communication and computational efficiency
A Survey on Integrated Sensing, Communication, and Computation
期刊论文
IEEE COMMUNICATIONS SURVEYS & TUTORIALS, 2024, 卷号: PP, 期号: 99
作者:
Wen, Dingzhu
;
Zhou, Yong
;
Li, Xiaoyang
;
Shi, Yuanming
;
Huang, Kaibin
Adobe PDF(24301Kb)
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收藏
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浏览/下载:399/4
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提交时间:2024/08/26
Integrated sensing and communication
inte- grated sensing and computation
integrated communication and computation
integrated sensing-communication-computation
signal design
network resource management
and task-oriented communications
Convergence Analysis for Federated Dropout
会议论文
GLOBECOM 2024 - 2024 IEEE GLOBAL COMMUNICATIONS CONFERENCE, Cape Town, South Africa, 8-12 Dec. 2024
作者:
Sijing Xie
;
Dingzhu Wen
;
Xiaonan Liu
;
Changsheng You
;
Tharmalingam Ratnarajah
收藏
|
浏览/下载:30/0
|
提交时间:2025/03/18
Computational efficiency
Contrastive Learning
Communication efficiency
Computation efficiency
Convergence analysis
Dropout
Federated edge learning
Gradient vectors
Loss functions
Network edges
Taylor expansion method
Unbiased estimation
Semaglutide protects against diabetes-associated cardiac inflammation via Sirt3-dependent RKIP pathway
期刊论文
BRITISH JOURNAL OF PHARMACOLOGY, 2024
作者:
Lin, Kaibin
;
Wang, Ai
;
Zhai, Changlin
;
Zhao, Yun
;
Hu, Huilin
Adobe PDF(11816Kb)
|
收藏
|
浏览/下载:66/1
|
提交时间:2025/01/13
diabetes mellitus
heart failure
inflammation
RKIP
semaglutide
Task-Oriented Over-the-Air Computation for Multi-Device Edge AI
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 卷号: 23, 期号: 3, 页码: 2039 - 2053
作者:
Dingzhu Wen
;
Xiang Jiao
;
Peixi Liu
;
Guangxu Zhu
;
Yuanming Shi
Adobe PDF(2396Kb)
|
收藏
|
浏览/下载:569/91
|
提交时间:2023/08/11
Artificial intelligence
Beamforming
Data acquisition
Data handling
Decision making
Job analysis
Mean square error
Motion estimation
Array signal processing
Artificial intelligent
Edge artificial intelligent
Edge inference
Features extraction
Over the airs
Over-the-air computation
Task analysis
Task-oriented
Task-oriented communication
Wireless communications
Integrating Sensing, Communication, and Power Transfer: From Theory to Practice
期刊论文
IEEE COMMUNICATIONS MAGAZINE, 2024, 卷号: 62, 期号: 9
作者:
Xiaoyang Li
;
Zidong Han
;
Guangxu Zhu
;
Yuanming Shi
;
Jie Xu
Adobe PDF(10776Kb)
|
收藏
|
浏览/下载:305/24
|
提交时间:2024/09/18
Semantic Communication Meets Edge Intelligence: Semantic-Relay-Aided Text Transmissions
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2024, 卷号: PP, 期号: 99, 页码: 1-1
作者:
Zeyang Hu
;
Changsheng You
;
Tianyu Liu
;
Dingzhu Wen
Adobe PDF(10567Kb)
|
收藏
|
浏览/下载:151/3
|
提交时间:2024/08/26
Edge computing
Frequency allocation
Job analysis
Mobile telecommunication systems
Resource allocation
Edge learning
Joint power
Joint power and bandwidth allocation
Mobile handsets
Receiver
Relay
Resource management
Semantic communication
Semantic relay
Task analysis
Task-Oriented Over-the-Air Computation for Multi-Device Edge Split Inference
会议论文
IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, WCNC, Glasgow, United kingdom, March 26, 2023 - March 29, 2023
作者:
Dingzhu Wen
;
Xiang Jiao
;
Peixi Liu
;
Guangxu Zhu
;
Yuanming Shi
Adobe PDF(1475Kb)
|
收藏
|
浏览/下载:291/0
|
提交时间:2023/06/09
Errors
Mean square error
Motion estimation
Aggregation errors
Classification accuracy
Classification tasks
Features vector
Inference systems
Multi-devices
Over the airs
Precoders
Receive beamforming
Task-oriented
Federated Dropout A Simple Approach for Enabling Federated Learning on Resource Constrained Devices
期刊论文
IEEE WIRELESS COMMUNICATIONS LETTERS, 2022, 卷号: 11, 期号: 5
作者:
Dingzhu Wen
;
Ki-Jun Jeon
;
Kaibin Huang
Adobe PDF(1762Kb)
|
收藏
|
浏览/下载:571/169
|
提交时间:2022/03/04
Data privacy
Iterative methods
Job analysis
Adaptation models
Computational modelling
Data parallelism
Feature data
Mobile data
Resourceconstrained devices
Simple approach
Solid modelling
Subnets
Task analysis
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