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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:86/1
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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
A Novel Parameter-dependent Input Normalization-based Direct MRAC with Unknown Control Direction
会议论文
2024 IEEE 63RD CONFERENCE ON DECISION AND CONTROL (CDC), Milan, Italy, 16-19 Dec. 2024
作者:
Yizhou Gong
;
Gilberto Pin
;
Yanjun Zhang
;
Yang Wang
Adobe PDF(574Kb)
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浏览/下载:293/12
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提交时间:2024/09/18
Model reference adaptive control
Dependent inputs
Direct modelling
High frequency gain
Model-reference adaptive controls
Normalisation
Parameter dependents
Prior-knowledge
Relative degrees
Unknown control direction
Upper Bound
Adaptive Transceiver Design for Wireless Hierarchical Federated Learning
会议论文
2023 IEEE 98TH VEHICULAR TECHNOLOGY CONFERENCE (VTC2023-FALL), Hong Kong, Hong Kong, 10-13 Oct. 2023
作者:
Zhou, Fangtong
;
Chen, Xu
;
Shan, Hangguan
;
Zhou, Yong
Adobe PDF(2010Kb)
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收藏
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浏览/下载:217/0
|
提交时间:2024/01/19
Performance evaluation
Vehicular and wireless technologies
Upper bound
Federated learning
Atmospheric modeling
Wireless networks
Network architecture
Incentive-Compatible Selection for One or Two Influentials
会议论文
IJCAI INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, Macao, China, August 19, 2023 - August 25, 2023
作者:
Zhao, Yuxin
;
Zhang, Yao
;
Zhao, Dengji
Adobe PDF(759Kb)
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收藏
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浏览/下载:215/0
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提交时间:2023/09/22
Approximation ratios
First designs
In networks
Incentive compatibility
Incentive compatible
Optimal selection
Power
Two agents
Upper Bound
Multi-access Coded Caching with Optimal Rate and Linear Subpacketization under PDA and Consecutive Cyclic Placement
期刊论文
IEEE TRANSACTIONS ON COMMUNICATIONS, 2023, 卷号: 71, 期号: 6, 页码: 1-1
作者:
Wang, Jinyu
;
Cheng, Minquan
;
Wu, Youlong
;
Li, Xianxian
Adobe PDF(7517Kb)
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收藏
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浏览/下载:771/290
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提交时间:2023/04/14
Signal encoding
Caching scheme
Coded caching
Encodings
Index
Low bound
Memory-management
Multiaccess
Placement delivery array
Technological innovation
Upper Bound
Coded MapReduce with Pre-set Data and Reduce Function Assignments
会议论文
2022 IEEE GLOBAL COMMUNICATIONS CONFERENCE, GLOBECOM 2022 - PROCEEDINGS, Virtual, Online, Brazil, December 4, 2022 - December 8, 2022
作者:
Yuhan Wang
;
Youlong Wu
Adobe PDF(233Kb)
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浏览/下载:292/1
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提交时间:2023/03/10
Digital storage
Distributed computer systems
Multicasting
Coded transmission
Coding
Communication load
Computational capability
File placement
Function assignment
Heterogeneous
Map-reduce
Optimal communication
Upper Bound
Learning to Branch-and-Bound for Header-Free Communications
会议论文
2019 IEEE GLOBECOM WORKSHOPS (GC WKSHPS), Waikoloa, HI, USA, 9-13 Dec. 2019
作者:
Yandong Shi
;
Yuanming Shi
Adobe PDF(202Kb)
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浏览/下载:495/0
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提交时间:2020/03/16
Linear systems
Machine learning algorithms
Linear regression
Upper bound
Temperature measurement
Optimization
Computational complexity
Cache-Aided Broadcast Channels with User Cooperation
会议论文
2019 57TH ANNUAL ALLERTON CONFERENCE ON COMMUNICATION, CONTROL, AND COMPUTING (ALLERTON), Monticello, IL, USA, 24-27 Sept. 2019
作者:
Xiaowen You
;
Youlong Wu
;
Jiahui Chen
Adobe PDF(440Kb)
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浏览/下载:642/6
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提交时间:2019/12/19
Servers
Delays
Upper bound
Device-to-device communication
Cache memory
Quality of service
Wireless networks
Distributed MIMO Multiway Relaying: Joint Signal Alignment and Interference Neutralization
会议论文
2015 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), London, 8-12 June 2015
作者:
Wang, Rui
;
Yuan, Xiaojun
;
Yeung, Raymond W.
Adobe PDF(181Kb)
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浏览/下载:398/0
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提交时间:2017/07/04
Relays
MIMO
Interference
Joints
Array signal processing
Antennas
Upper bound
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