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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
|
浏览/下载:53/0
|
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
Study on dark current suppression of HgCdTe avalanche photodiodes for low flux photon detection
期刊论文
APPLIED PHYSICS LETTERS, 2024, 卷号: 124, 期号: 22
作者:
Xie, Hao
;
Guo, Huijun
;
Shen, Chuan
;
Yang, Liao
;
Chen, Lu
Adobe PDF(2172Kb)
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浏览/下载:409/59
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提交时间:2024/06/17
Atomic layer deposition
Avalanche photodiodes
Cadmium alloys
Dark currents
Dry etching
Electric fields
Infrared radiation
Mercury amalgams
Photons
Semiconductor alloys
Signal to noise ratio
Wet etching
Dark current densities
Device gains
Excess noise
Integrated circuit noise
Low flux
Mid-wavelength infrared
Noise equivalent photons
Performance
Photon detection
Readout integrated circuits
Decentralized Over-the-Air Federated Learning in Full-Duplex MIMO Networks
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 卷号: PP, 期号: 99
作者:
Zhibin Wang
;
Yong Zhou
;
Yuanming Shi
Adobe PDF(17076Kb)
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浏览/下载:355/2
|
提交时间:2024/10/28
Beam forming networks
Fading channels
Decentralised
Device-to-Device communications
Full duplex communication
Full-duplex
Learning performance
Model aggregations
Model training
Over the airs
Over-the-air computation
Self-interferences
Communication Efficient Decentralized Learning over D2D Network: Adaptive Relay Selection and Resource Allocation
期刊论文
IEEE WIRELESS COMMUNICATIONS LETTERS, 2024, 卷号: PP, 期号: 99, 页码: 1-1
作者:
Yifan Chen
;
Shengli Liu
;
Dingzhu Wen
Adobe PDF(515Kb)
|
收藏
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浏览/下载:199/4
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提交时间:2024/06/17
Data privacy
Information management
Resource allocation
Computational modelling
D2D
Decentralized learning
Device-to-Device communications
Learning latency
Network adaptive
Performances evaluation
Relay
Relay selection
Resource management
Efficient Collaborative Learning Over Unreliable D2D Network: Adaptive Cluster Head Selection and Resource Allocation
期刊论文
IEEE TRANSACTIONS ON COMMUNICATIONS, 2024, 卷号: PP, 期号: 99, 页码: 425-438
作者:
Shengli Liu
;
Chonghe Liu
;
Dingzhu Wen
;
Guanding Yu
Adobe PDF(2554Kb)
|
收藏
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浏览/下载:206/2
|
提交时间:2024/08/14
Budget control
Clustering algorithms
Cost reduction
Information management
Learning systems
Mobile telecommunication systems
Cluster-head selections
Collaborative learning
D2D
Data distribution
Device-to-Device communications
Federated learning
Learning latency
Mobile handsets
Model divergence
Performances evaluation
Resource management
Adaptive Partitioning and Placement for Two-Layer Collaborative Caching in Mobile Edge Computing Networks
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 卷号: PP, 期号: 99, 页码: 1-1
作者:
Adobe PDF(1974Kb)
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收藏
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浏览/下载:258/0
|
提交时间:2024/02/02
Mobility of users
device-to-device (D2D) communications
edge cache
gNB clusters
cache partitioning
5G mobile communication systems
Base stations
Energy utilization
5g mobile communication
Cache partitioning
Collaboration
D2D communications
Delay
Device-to-device (D2D) communication
Device-to-Device communications
Edge cache
GNB cluster
Mobile communications
Mobility of user
Adaptive Cluster Head Selection and Spectrum Allocation for D2D-Enabled Collaborative Learning
会议论文
2023 IEEE GLOBECOM WORKSHOPS (GC WKSHPS), Kuala Lumpur, Malaysia, 4-8 Dec. 2023
作者:
Chonghe Liu
;
Shengli Liu
;
Dingzhu Wen
;
Guanding Yu
Adobe PDF(587Kb)
|
收藏
|
浏览/下载:248/0
|
提交时间:2024/03/22
Performance evaluation
Training
Adaptation models
Federated learning
System performance
Clustering algorithms
Device-to-device communication
Mixed-Type Wafer Failure Pattern Recognition
会议论文
PROCEEDINGS OF THE ASIA AND SOUTH PACIFIC DESIGN AUTOMATION CONFERENCE, ASP-DAC, Tokyo, Japan, January 16, 2023 - January 19, 2023
作者:
Geng, Hao
;
Sun, Qi
;
Chen, Tinghuan
;
Xu, Qi
;
Ho, Tsung-Yi
Adobe PDF(2023Kb)
|
收藏
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浏览/下载:275/2
|
提交时间:2023/03/10
Failure (mechanical)
Silicon wafers
Complex circuits
Defect patterns
Failure mechanism
Failure patterns
In-process
Mixed type
Reduce time
Technology nodes
Time to market
Yield rates
Semiconductor device modeling
Art
Federated learning
Statistical distributions
Feature extraction
Foundries
Data models
Coded Caching for Broadcast Networks with User Cooperation
期刊论文
ENTROPY, 2022, 卷号: 24, 期号: 8
作者:
Huang, Zhenhao
;
Chen, Jiahui
;
You, Xiaowen
;
Ma, Shuai
;
Wu, Youlong
Adobe PDF(549Kb)
|
收藏
|
浏览/下载:643/258
|
提交时间:2022/09/13
coded cache
cooperation
device-to-device
transmission delay
Joint Tier Slicing and Power Control for a Novel Multicast System based on NOMA and D2D-Relay
会议论文
2020 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), ELECTR NETWORK, DEC 07-11, 2020
作者:
Zhenyu Wang
;
Tianheng Xu
;
Ting Zhou
;
Honglin Hu
Adobe PDF(436Kb)
|
收藏
|
浏览/下载:255/0
|
提交时间:2021/10/29
NOMA
Wireless communication
Device-to-device communication
Decoding
Power demand
Power control
Downlink
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