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Federated Edge Learning for 6G: Foundations, Methodologies, and Applications
期刊论文
PROCEEDINGS OF THE IEEE, 2024, 卷号: PP, 期号: 99
作者:
Meixia Tao
;
Yong Zhou
;
Yuanming Shi
;
Jianmin Lu
;
Shuguang Cui
Adobe PDF(4495Kb)
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收藏
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浏览/下载:252/1
|
提交时间:2024/12/17
Resource allocation
Diverse range
Domain specific
Domain-specific optimization
Federated edge learning
Integrated sensingacommunicationacomputation
Intelligent applications
Optimisations
Sixth-generation (6g)
Task-oriented
Task-oriented communication
Alleviating Over-smoothing for Unsupervised Sentence Representation
预印本
2023
作者:
Shi, Yuanming
;
Xia, Shuhao
;
Zhou, Yong
;
Mao, Yijie
;
Jiang, Chunxiao
Adobe PDF(2988Kb)
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收藏
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浏览/下载:226/0
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提交时间:2024/01/09
Vertical federated learning
cloud radio access network
over-the-air computation
Federated Multi-Task Learning with Non-Stationary and Heterogeneous Data in Wireless Networks
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2023, 卷号: 23, 期号: 4, 页码: 1-1
作者:
Zhang, Hongwei
;
Tao, Meixia
;
Shi, Yuanming
;
Bi, Xiaoyan
;
Letaief, Khaled B.
Adobe PDF(22772Kb)
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收藏
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浏览/下载:185/0
|
提交时间:2023/09/08
Complex networks
Electric power distribution
Learning systems
Wireless networks
Adaptation models
Computational modelling
Federated learning
Heterogeneous data
Inference stages
Learning frameworks
Multitask learning
Nonstationary
Nonstationary data
Power-control
Vertical Federated Learning over Cloud-RAN: Convergence Analysis and System Optimization
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2023, 卷号: PP, 期号: 99, 页码: 1-1
作者:
Yuanming Shi
;
Shuhao Xia
;
Yong Zhou
;
Yijie Mao
;
Chunxiao Jiang
Adobe PDF(2988Kb)
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收藏
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浏览/下载:795/94
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提交时间:2023/07/21
Cooperative communication
Distributed computer systems
Learning systems
Radio access networks
Radio transceivers
Atmospheric modeling
Cloud radio access network
Computational modelling
Optimisations
Over the airs
Over-the-air computation
Radio access networks
System optimizations
Vertical federated learning
Wireless communications
Federated Multi-Task Learning with Non-Stationary Heterogeneous Data
会议论文
IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, Seoul, Korea, Republic of, May 16, 2022 - May 20, 2022
作者:
Zhang, Hongwei
;
Tao, Meixia
;
Shi, Yuanming
;
Bi, Xiaoyan
Adobe PDF(1177Kb)
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收藏
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浏览/下载:255/0
|
提交时间:2022/09/23
Complex networks
Graph neural networks
Learning systems
Heterogeneous data
Independent identical distributions
Inference stages
Learning frameworks
Multitask learning
Non- identical distributions
Nonstationary
Personalized model
Practical systems
Sensory data
VisDrone-DET2019: The Vision Meets Drone Object Detection in Image Challenge Results
会议论文
2019 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOP (ICCVW), Seoul, Korea (South), 27-28 Oct. 2019
作者:
Dawei Du
;
Pengfei Zhu
;
Longyin Wen
;
Xiao Bian
;
Haibin Lin
Adobe PDF(1314Kb)
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收藏
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浏览/下载:1523/0
|
提交时间:2020/03/16
Detectors
Object detection
Drones
Computer vision
Detection algorithms
Conferences
Training
Optimal DoF Region for the Asymmetric Two-Pair MIMO Two-Way Relay Channel
期刊论文
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2017, 卷号: 65, 期号: 7, 页码: 1700-1711
作者:
Kangqi Liu
;
Meixia Tao
Adobe PDF(610Kb)
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收藏
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浏览/下载:1343/369
|
提交时间:2017/07/04
Multiple-input multiple-output
two-way relay channel
interference alignment
physical-layer network coding
signal alignment
degrees of freedom
Optimal Degrees of Freedom Region for the Asymmetric MIMO Y Channel
期刊论文
IEEE COMMUNICATIONS LETTERS, 2016, 卷号: 20, 期号: 12, 页码: 2454-2457
作者:
Kangqi Liu
;
Xiaojun Yuan
;
Meixia Tao
Adobe PDF(133Kb)
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收藏
|
浏览/下载:974/317
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提交时间:2017/07/04
Degrees of freedom
signal alignment
MIMO Y channel
pairwise data exchange
cyclic data exchange
Optimal DoF region for the asymmetric two-pair MIMO two-way relay channel
会议论文
2016 IEEE GLOBAL COMMUNICATIONS CONFERENCE, GLOBECOM 2016 - PROCEEDINGS, Washington, DC, United states, December 4, 2016 - December 8, 2016
作者:
Liu, Kangqi
;
Tao, Meixia
;
Yuan, Xiaojun
Adobe PDF(622Kb)
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收藏
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浏览/下载:146/69
|
提交时间:2022/12/09
Codes (symbols)
Network coding
Communication channels (information theory)
Electronic data interchange
Matrix algebra
Transmissions
Electric relays
Degrees of freedom (mechanics)
Coded symbols
Degrees of freedom (DoF) region
Joint designs
MIMO two-way relay channels
Number of datum
Outer bounds
Source nodes
Transmission schemes
Degrees of Freedom of MIMO Multiway Relay Channel With Clustered Pairwise Exchange
期刊论文
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2015, 卷号: 33, 期号: 2, 页码: 337-351
作者:
Rui Wang
;
Xiaojun Yuan
;
Meixia Tao
Adobe PDF(969Kb)
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收藏
|
浏览/下载:606/0
|
提交时间:2017/07/04
Physical-layer network coding (PNC)
multiway relay channel (mRC)
signal space alignment
multi-input multi-output (MIMO)
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