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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:84/1
|
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
Satellite Federated Fine-Tuning for Foundation Models: Architecture Design and System Optimization
会议论文
GLOBECOM 2024 - 2024 IEEE GLOBAL COMMUNICATIONS CONFERENCE, Cape Town, South Africa, 8-12 Dec. 2024
作者:
Yan Zhu
;
Peng Yang
;
Jingyang Zhu
;
Dingzhu Wen
;
Ting Wang
收藏
|
浏览/下载:53/0
|
提交时间:2025/03/18
Edge computing
Integrated circuit design
Network security
Privacy by design
Satellite communication systems
Tropics
Architecture designs
Design optimization
Fine tuning
Foundation models
Intelligence models
Low earth orbit satellites
Modeling architecture
Proposed architectures
Satellite data
System optimizations
Over-the-Air Computation Assisted Federated Learning with Progressive Training
会议论文
ICC 2024 - IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, Denver, CO, USA, 9-13 June 2024
作者:
Ge Gao
;
Qiaochu An
;
Zhibin Wang
;
Zixin Wang
;
Yuanming Shi
Adobe PDF(1013Kb)
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收藏
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浏览/下载:385/4
|
提交时间:2024/08/26
Adversarial machine learning
Differential privacy
Integer programming
Mixed-integer linear programming
Edge intelligence
Energy
Global models
Large models
Learning performance
Multiple stages
Over the airs
Privacy preserving
Submodels
Transmission overheads
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)
|
收藏
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浏览/下载:298/2
|
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
Reducing overconfident errors in molecular property classification using Posterior Network
期刊论文
PATTERNS, 2024, 卷号: 5, 期号: 6
作者:
Fan, Zhehuan
;
Yu, Jie
;
Zhang, Xiang
;
Chen, Yijie
;
Sun, Shihui
Adobe PDF(2007Kb)
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收藏
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浏览/下载:159/0
|
提交时间:2024/06/07
Computational chemistry
Deep learning
Drug products
Artificial intelligence-aided drug design
Classification models
Drug Design
Drug development
Molecular properties
Property classification
QSAR
Trustworthy AI
Uncertainty estimation
Uncertainty quantifications
Artificial General Intelligence for Medical Imaging Analysis
期刊论文
IEEE REVIEWS IN BIOMEDICAL ENGINEERING, 2024, 卷号: PP, 期号: 99, 页码: 113-129
作者:
Xiang Li
;
Lin Zhao
;
Lu Zhang
;
Zihao Wu
;
Zhengliang Liu
Adobe PDF(1339Kb)
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收藏
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浏览/下载:273/50
|
提交时间:2024/11/11
Artificial general intelligences
Foundation models
Imaging analysis
Intelligence models
Language model
Large language model
Large vision model
Large-scales
Medical fields
Vision model
End-to-End Delay Minimization based on Joint Optimization of DNN Partitioning and Resource Allocation for Cooperative Edge Inference
会议论文
IEEE VEHICULAR TECHNOLOGY CONFERENCE, Hong Kong, China, October 10, 2023 - October 13, 2023
作者:
Ye, Xinrui
;
Sun, Yanzan
;
Wen, Dingzhu
;
Pan, Guanjin
;
Zhang, Shunqing
Adobe PDF(1160Kb)
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收藏
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浏览/下载:361/81
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提交时间:2024/01/19
Convex optimization
Deep neural networks
Mobile edge computing
Object detection
Queueing theory
Resource allocation
Stochastic models
Stochastic systems
Delay minimization
Edge intelligence
End to end delay
Joint optimization
Multi dimensional
Network partitioning
Network resource
Partitioning inference
Reinforcement learnings
Resources allocation
LOPdM: A Low-power On-device Predictive Maintenance System Based on Self-powered Sensing and TinyML
期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2023, 卷号: 72, 页码: 1-1
作者:
Zijie Chen
;
Yiming Gao
;
Junrui Liang
Adobe PDF(1996Kb)
|
收藏
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浏览/下载:193/0
|
提交时间:2023/09/08
Cost engineering
Deep neural networks
Maintenance
Intelligence models
Low Power
Machine-learning
Maintenance systems
Performances evaluation
Predictive maintenance
Self-powered
Self-powered sensing
Tiny machine learning
Vibration
Integrated Sensing-Communication-Computation for Over-the-Air Edge AI Inference
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2023, 卷号: PP, 期号: 99, 页码: 1-1
作者:
Zeming Zhuang
;
Dingzhu Wen
;
Yuanming Shi
;
Guangxu Zhu
;
Sheng Wu
Adobe PDF(1177Kb)
|
收藏
|
浏览/下载:728/228
|
提交时间:2023/09/08
Artificial intelligence
Motion estimation
Artificial intelligent
Computational modelling
Features extraction
Integrated sensing
Intelligent models
Local feature vectors
Over the airs
Task analysis
Task-oriented
Wireless communications
Anisotropic Fourier Features for Neural Image-Based Rendering and Relighting
会议论文
PROCEEDINGS OF THE 36TH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, AAAI 2022, Virtual, Online, February 22, 2022 - March 1, 2022
作者:
Yu, Huangjie
;
Chen, Anpei
;
Chen, Xin
;
Xu, Lan
;
Shao, Ziyu
Adobe PDF(1106Kb)
|
收藏
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浏览/下载:402/0
|
提交时间:2023/03/10
nisotropy
Artificial intelligence
Bandwidth
Fourier transforms
Iterative methods
Polynomial approximation
Rendering (computer graphics)
Feature mapping
Fourier features
Image-based models
Image-based relighting
Image-Based Rendering
Isotropics
Mapping scheme
Multi-dimensional datasets
Multilayers perceptrons
Plenoptic functions
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