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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
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浏览/下载:45/0
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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
Drift: Leveraging Distribution-based Dynamic Precision Quantization for Efficient Deep Neural Network Acceleration
会议论文
PROCEEDINGS - DESIGN AUTOMATION CONFERENCE, San Francisco, CA, United states, June 23, 2024 - June 27, 2024
作者:
Liu, Lian
;
Xu, Zhaohui
;
He, Yintao
;
Wang, Ying
;
Li, Huawei
Adobe PDF(809Kb)
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浏览/下载:114/3
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提交时间:2024/12/27
Neural network models
Computational costs
Dynamic precision
Evaluation results
Language model
Model size
Neural network model
Neural-networks
Online scheduling
Quantisation
Quantization algorithms
Graph Attention-Based MADRL for Access Control and Resource Allocation in Wireless Networked Control Systems
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 卷号: 23, 期号: 11, 页码: 1-1
作者:
Wang, Zixin
;
Bennis, Mehdi
;
Zhou, Yong
Adobe PDF(3843Kb)
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收藏
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浏览/下载:323/1
|
提交时间:2024/08/23
Servers
Resource management
Optimization
Job shop scheduling
Stability criteria
Access control
Wireless sensor networks
power control
bandwidth allocation
wireless networked control system
Optimistic Joint Flow Control and Link Scheduling with Unknown Utility Functions
会议论文
PROCEEDINGS OF THE INTERNATIONAL SYMPOSIUM ON MOBILE AD HOC NETWORKING AND COMPUTING (MOBIHOC), Athens, Greece, October 14, 2024 - October 17, 2024
作者:
Liu, Xin
;
Wei, Honghao
;
Ying, Lei
Adobe PDF(5108Kb)
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收藏
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浏览/下载:164/32
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提交时间:2024/11/08
Delay control systems
Oscillating flow
Queueing theory
Link scheduling
Network utility
Network utility maximization
Online learning
Optimistic online learning
Optimistics
Trade off
Utility delay trade-off
Utility delays
Utility maximizations
Communication-efficient Federated Learning with Privacy Enhancing via Probabilistic Scheduling
会议论文
2024 IEEE/CIC INTERNATIONAL CONFERENCE ON COMMUNICATIONS IN CHINA (ICCC), Hangzhou, China, 7-9 Aug. 2024
作者:
Ziao Zhou
;
Shaoming Huang
;
Youlong Wu
;
Dingzhu Wen
;
Ting Wang
Adobe PDF(604Kb)
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收藏
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浏览/下载:313/1
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提交时间:2024/09/30
Differential privacy
Device access
Differential privacies
Gaussians
Intelligence services
Key technologies
Performance
Privacy concerns
Probabilistic scheduling
Training time
Transmission costs
Guest Editorial: Special Issue on Advanced Charging Technologies for Next-Generation Electric Vehicles
期刊论文
IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN POWER ELECTRONICS, 2024, 卷号: 12, 期号: 1, 页码: 6-7
作者:
Wang, Haoyu
;
Chris, Chunting M.I.
;
Ron Hui, Shu-Yuen
Adobe PDF(1024Kb)
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收藏
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浏览/下载:316/1
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提交时间:2024/02/23
Special issues and sections
Electric vehicles
Electric vehicle charging
Carbon neutral
Vehicle-to-grid
Costs
Battery management systems
Thermal management
Scheduling
High-voltage techniques
Lifetime estimation
Two-Stage Optimization for Efficient V2G Coordination in Distribution Power System
会议论文
2024 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, CONTROL, AND COMPUTING TECHNOLOGIES FOR SMART GRIDS, SMARTGRIDCOMM 2024, Oslo, Norway, September 17, 2024 - September 20, 2024
作者:
Tian, Pengchao
;
Yan, Siqi
;
Pan, Bikang
;
Shi, Ye
Adobe PDF(675Kb)
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收藏
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浏览/下载:130/22
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提交时间:2024/12/27
Integer linear programming
Nonlinear programming
Vehicle-to-grid
Difference of convex
Grid scheduling
Mixed-integer nonlinear programming
Mixed-Integer Programming
Optimal power flows
Optimisations
Trust region
Trust region optimization
Vehicle to grids
Vehicle-to-grid scheduling
Joint Beam Scheduling and Resource Allocation for Flexible RSMA-Aided Near-Field Communications
期刊论文
IEEE WIRELESS COMMUNICATIONS LETTERS, 2024, 卷号: 14, 期号: 2, 页码: 554-558
作者:
Zhou, Jiasi
;
Zhou, Cong
;
Mao, Yijie
;
Tellambura, Chintha
Adobe PDF(397Kb)
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收藏
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浏览/下载:67/2
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提交时间:2025/01/10
Benchmarking
Multiple access interference
Resource allocation
Simulated annealing
Future wireless networks
Interference management
Multiple access
Near fields
Near-field communication
Rate splitting
Rate splitting multiple access
Resources allocation
Scheduling/allocation
Spatial beams
Joint Device Scheduling and Resource Allocation for ISCC-Based Multi-View-Multi-Task Inference
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2024, 卷号: PP, 期号: 99
作者:
Diao Wang
;
Dingzhu Wen
;
Yinghui He
;
Qimei Chen
;
Guangxu Zhu
Adobe PDF(5134Kb)
|
收藏
|
浏览/下载:180/4
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提交时间:2024/09/18
Convex optimization
Integer programming
Resource allocation
Scheduling algorithms
Sensory analysis
Sensory perception
Device scheduling
Edge AI inference
Integrated sensing
Integrated sensing-communication-computation
Multi tasks
Multi-task optimization
Multi-views
Optimisations
Resources allocation
Scheduling/allocation
Distributed Multi-Objective Dynamic Offloading Scheduling for Air-Ground Cooperative MEC
期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2024, 卷号: PP, 期号: 99, 页码: 1-6
作者:
Yang Huang
;
Miaomiao Dong
;
Yijie Mao
;
Wenqiang Liu
;
Zhen Gao
Adobe PDF(507Kb)
|
收藏
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浏览/下载:328/46
|
提交时间:2024/03/29
Unmanned aerial vehicle
mobile edge computing
trajectory planning
offloading scheduling
multi-objective reinforcement learning
Antennas
Deep neural networks
Energy efficiency
Energy utilization
Job analysis
Mobile edge computing
Optimization
Reinforcement learning
Trajectories
Unmanned aerial vehicles (UAV)
Aerial vehicle
Decisions makings
Dynamic scheduling
Multi objective
Multi-objective reinforcement learning
Offloading scheduling
Processor scheduling
Reinforcement learnings
Task analysis
Trajectory Planning
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