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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
Green Edge Intelligence Scheme for Mobile Keyboard Emoji Prediction
期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 2, 页码: 1888-1901
作者:
Tang, Yinxu
;
Hou, Jianfeng
;
Huang, Xi
;
Shao, Ziyu
;
Yang, Yang
Adobe PDF(2393Kb)
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收藏
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浏览/下载:289/2
|
提交时间:2024/08/23
E-learning
Energy efficiency
Green computing
Learning systems
Smartphones
Atmospheric modeling
Bandit learning
Computational modelling
Edge intelligence
Emoji prediction
Green edge intelligence
Keyboard
On-line controls
Predictive models
Smart phones
ROMO: Retrieval-enhanced Offline Model-based Optimization
会议论文
ACM INTERNATIONAL CONFERENCE PROCEEDING SERIES, Singapore, Singapore, November 30, 2023 - December 3, 2023
作者:
Chen, Mingcheng
;
Zhao, Haoran
;
Zhao, Yuxiang
;
Fan, Hulei
;
Gao, Hongqiao
Adobe PDF(9472Kb)
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收藏
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浏览/下载:270/51
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提交时间:2024/02/02
Black box modelling
Black-box optimization
Data driven
Model based optimization
Off-line methods
Offline
Offline models
Optimization problems
Retrieval-enhanced ML
Surrogate modeling
Multi-section frequency dependent line model enabled underground cable fault location in MMC-HVDC grids using dynamic state estimation
期刊论文
INTERNATIONAL JOURNAL OF ELECTRICAL POWER AND ENERGY SYSTEMS, 2023, 卷号: 153
作者:
Wang, Binglin
;
Liu, Yu
;
Lu, Dayou
;
Pan, Ruiyu
;
Yue, Kang
Adobe PDF(3066Kb)
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收藏
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浏览/下载:499/0
|
提交时间:2023/07/21
Frequency estimation
HVDC power transmission
Numerical methods
State estimation
Underground cables
Dynamic state estimation
Frequency dependent characteristics
Frequency dependent line model
Line parameters
Location accuracy
Location method
MMC-HVDC grid
Multi-section
Multilayer models
Model-based transmission line fault location methods: A review
期刊论文
INTERNATIONAL JOURNAL OF ELECTRICAL POWER AND ENERGY SYSTEMS, 2023, 卷号: 153
作者:
Liu, Yu
;
Lu, Dayou
;
Vasilev, Stepan
;
Wang, Binglin
;
Lu, Dian
Adobe PDF(3123Kb)
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收藏
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浏览/下载:524/0
|
提交时间:2023/07/21
Data acquisition
Electric fault location
Electric power transmission
Electric substations
Electromagnetic wave emission
Location
Numerical methods
Time domain analysis
Transmission line theory
Transmissions
Distributed-parameter
Line models
Location method
Model-based method
Model-based OPC
Phasor domains
Time domain
Time domain models
Transmission line fault location
Transmission-line
Numerical Simulation on Flow Resistance of Helium Cryogenic Transfer Lines
专著章节
出自: Advanced Topics in Science and Technology in China:Springer Science and Business Media Deutschland GmbH, 2023, 页码: 109-116
作者:
Xu, Sheng
;
Chen, Mengjia
;
Zhang, Lei
;
Sun, Jiuce
;
Lin, Yuzhe
收藏
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浏览/下载:263/0
|
提交时间:2024/02/02
Cryogenics
Numerical models
Temperature
Tubes (components)
Cryogenic system
Cryogenic transfer line
Empirical formulas
Flow characteristic
Flow resistance
Large-scales
Lows-temperatures
On flow
Straight tubes
Transfer lines
An Improved Traveling Wave Directional Criterion for Line Protection in MMC-HVDC Grids Considering Frequency Dependent Line Parameters
会议论文
IET CONFERENCE PROCEEDINGS, Shanghai, China, October 14, 2023 - October 15, 2023
作者:
Nie, Yuan
;
Liu, Yu
;
Pan, Ruiyu
;
Zou, Xinchen
;
Jia, Yixiong
收藏
|
浏览/下载:246/0
|
提交时间:2023/12/22
Electric power system protection
Fault direction
Fault direction criteria
Frequency dependent parameter line model
Frequency dependent parameters
Frequency-dependent
Line models
Line parameters
MMC-HVDC grid
Travelling waves
Wave direction
Next-Word Prediction: A Perspective of Energy-Aware Distributed Inference
期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2023, 卷号: PP, 期号: 99, 页码: 1-14
作者:
Adobe PDF(7221Kb)
|
收藏
|
浏览/下载:244/0
|
提交时间:2023/09/22
Budget control
E-learning
Economic and social effects
Energy utilization
Forecasting
Inference engines
Learning algorithms
Learning systems
Modeling languages
Natural language processing systems
Numerical methods
Quality control
Computational modelling
Distributed inference
Edge natural language processing
Energy-consumption
Language processing
Natural language processing
Natural languages
Next-word prediction
On-line controls
Online learning
Predictive models
Quality of experience
Quality-of-service
Word prediction
Power Network Fault Location with Exact Distributed Parameter Line Model and Sparse Estimation
期刊论文
ELECTRIC POWER SYSTEMS RESEARCH, 2022, 卷号: 212
作者:
Jia, Yixiong
Adobe PDF(4444Kb)
|
收藏
|
浏览/下载:523/0
|
提交时间:2022/05/27
Electric fault location
Electric network analysis
Electric power transmission networks
Location
Parameter estimation
Distributed parameter line model
Distributed-parameter
Line models
Location method
Model estimation
Nonlinear formulation
Parameter characteristic
Power network faults
Power networks
Sparse estimation
Fault location
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