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Federated Fine-Tuning for Pre-Trained Foundation Models Over Wireless Networks
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2025, 卷号: PP, 期号: 99
作者:
Wang, Zixin
;
Zhou, Yong
;
Shi, Yuanming
;
Letaief, Khaled B.
Adobe PDF(12364Kb)
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收藏
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浏览/下载：76/1
|
提交时间：2025/02/28
Adversarial machine learning
Data privacy
Differential privacy
Edge computing
Frequency allocation
Integer programming
Learning to rank
Network embeddings
Resource allocation
Edge server
Fine tuning
Foundation models
Intelligence services
Learning performance
On-line algorithms
Parameter-efficient fine-tuning
Pre-trained foundation model
Resources allocation
Upper Bound
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
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浏览/下载：45/0
|
提交时间：2025/03/18
Edge computing
Frequency allocation
Integer programming
Learning to rank
Mixed-integer linear programming
Problem oriented languages
Resource allocation
Critical challenges
Device scheduling
Distributed data
Fine tuning
Fine-tuning methods
Global models
Language model
Learning performance
On-line algorithms
Radio resources
Decentralized Satellite Federated Learning via Intra- and Inter-Orbit Communications
会议论文
2024 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS, ICC WORKSHOPS 2024, Denver, CO, USA, 9-13 June 2024
作者:
Zhou Fangtong
;
Wang Zhibin
;
Shi Yuanming
;
Zhou Yong
Adobe PDF(693Kb)
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收藏
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浏览/下载：436/5
|
提交时间：2024/05/27
Combinatorial optimization
Energy utilization
Frequency allocation
Resource allocation
Routing algorithms
Satellite communication systems
Satellite links
Tropics
Computing resource
Convergence time
Data resources
Decentralised
Ground stations
Joint resource allocations
Learning frameworks
Resource routing
Routing selection
Selection algorithm
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
;
Ye Hu
Adobe PDF(10567Kb)
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收藏
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浏览/下载：154/3
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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
DOT: Decentralized Offloading of Tasks in OFDMA based Heterogeneous Computing Networks
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2022, 卷号: 9, 期号: 20
作者:
Liantao Wu
;
Zening Liu
;
Peng Sun
;
Honglong Chen
;
Kunlun Wang
Adobe PDF(1358Kb)
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收藏
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浏览/下载：600/0
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提交时间：2022/05/20
Costs
Energy utilization
Frequency division multiple access
Job analysis
Resource allocation
Time division multiple access
Computation offloading
Delay
Edge computing
Game
Heterogeneous multi-access edge computing
Inter-user interference
Interference
Multiaccess
Potential game.
Potential games
Resource management
Task analysis
U.S. Department of Transportation
US Department of Transportation
Deep-IRTarget: An Automatic Target Detector in Infrared Imagery using Dual-domain Feature Extraction and Allocation
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2022, 卷号: 24
作者:
Ruiheng Zhang
;
Lixin Xu
;
Zhengyu Yu
;
Ye Shi
;
Chengpo Mu
Adobe PDF(4247Kb)
|
收藏
|
浏览/下载：318/0
|
提交时间：2021/12/17
Convolution
Convolutional neural networks
Extraction
Frequency domain analysis
Infrared imaging
Infrared radiation
Object detection
Resource allocation
Textures
Contextual information
Frequency domains
Frequency features
High noise levels
Infrared intensity
Resource allocation model
State-of-the-art methods
Texture information
Preference-based unified criterion in virtual MIMO systems
期刊论文
IET COMMUNICATIONS, 2018, 卷号: 12, 期号: 11, 页码: 1332-1341
作者:
Jia, Boqi
;
Hu, Honglin
;
Zeng, Yu
;
Xu, Tianheng
;
Yang, Yang
Adobe PDF(3495Kb)
|
收藏
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浏览/下载：529/0
|
提交时间：2018/08/09
resource allocation
fading channels
MIMO communication
user-specific preference
system performances
preference-based cases
modified unified criterion
spectrum efficiency contribution
joint user pairing
resource allocation scheme
energy efficiency
fairness
virtual MIMO systems
advanced technology
uplink systems
V-MIMO systems
multiuser diversity
significant performance gain
crucial user pairing issue
straightforward unified criterion
virtual multiple-input multiple-output
dynamic tradeoff
frequency-selective fading channels
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