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Certified Quantization Strategy Synthesis for Neural Networks
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Milan, Italy, September 9, 2024 - September 13, 2024
作者:
Zhang, Yedi
;
Chen, Guangke
;
Song, Fu
;
Sun, Jun
;
Dong, Jin Song
收藏
|
浏览/下载:357/0
|
提交时间:2024/10/11
Neural networks
Real time systems
Storage efficiency
Backdoors
Computing resource
Embedded real time systems
Inference efficiency
Neural-networks
Preimages
Quantisation
Storage costs
Storage resources
Strategy synthesis
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:87/1
|
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:54/0
|
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
Decentralized Satellite Federated Learning via Intra- and Inter-Orbit Communications
会议论文
2024 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS, ICC WORKSHOPS 2024, Denver, CO, USA, 9-13 June 2024
作者:
Zhou Fangtong
;
Wang Zhibin
;
Shi Yuanming
;
Zhou Yong
Adobe PDF(693Kb)
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收藏
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浏览/下载:451/5
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提交时间:2024/05/27
Combinatorial optimization
Energy utilization
Frequency allocation
Resource allocation
Routing algorithms
Satellite communication systems
Satellite links
Tropics
Computing resource
Convergence time
Data resources
Decentralised
Ground stations
Joint resource allocations
Learning frameworks
Resource routing
Routing selection
Selection algorithm
Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts
会议论文
PROCEEDINGS OF THE ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, Hybrid, Bangkok, Thailand, August 11, 2024 - August 16, 2024
作者:
Chen, Zhuo
;
Wang, Xinyu
;
Jiang, Yong
;
Xie, Pengjun
;
Huang, Fei
Adobe PDF(3364Kb)
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收藏
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浏览/下载:311/1
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提交时间:2024/10/11
Computational linguistics
Encoding (symbols)
Attention mechanisms
Computing resource
Context learning
In contexts
Language model
Model size
Open domain question answering
Original language modeling
Performance
Question Answering Task
Joint Task Offloading and Energy Harvesting in Space–Air–Ground Integrated MEC Networks
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2024, 卷号: PP, 期号: 99
作者:
Yuexia Zhang
;
Yunong Yang
;
Siyu Zhang
;
Sheng Wu
;
Yuanming Shi
Adobe PDF(745Kb)
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收藏
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浏览/下载:162/1
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提交时间:2024/11/11
Computation offloading
Mobile edge computing
Queueing theory
Resource allocation
Air grounds
Edge computing
Energy
Integrated networks
Optimisations
Resources allocation
Space-air-ground integrated network
Task executions
Task offloading
Terminal devices
Semantic Communication Meets Edge Intelligence: Semantic-Relay-Aided Text Transmissions
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2024, 卷号: PP, 期号: 99, 页码: 1-1
作者:
Zeyang Hu
;
Changsheng You
;
Tianyu Liu
;
Dingzhu Wen
;
Ye Hu
Adobe PDF(10567Kb)
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收藏
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浏览/下载:165/3
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提交时间:2024/08/26
Edge computing
Frequency allocation
Job analysis
Mobile telecommunication systems
Resource allocation
Edge learning
Joint power
Joint power and bandwidth allocation
Mobile handsets
Receiver
Relay
Resource management
Semantic communication
Semantic relay
Task analysis
Communication and Energy Efficient Decentralized Learning over D2D Networks
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2023, 卷号: 22, 期号: 12, 页码: 9549 - 9563
作者:
Shengli Liu
;
Guanding Yu
;
Dingzhu Wen
;
Xianfu Chen
;
Mehdi Bennis
Adobe PDF(2367Kb)
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收藏
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浏览/下载:277/3
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提交时间:2023/06/09
Computing power
Energy efficiency
Energy utilization
Green computing
Heuristic algorithms
Iterative methods
Learning algorithms
Resource allocation
Tabu search
Aggregation weights
Computing power
D2D
Decentralized learning
Energy-consumption
Learning latency
Learning performance
Link selection
Network topology
Wireless resource allocation
End-to-End Delay Minimization based on Joint Optimization of DNN Partitioning and Resource Allocation for Cooperative Edge Inference
会议论文
ARXIV, Hong Kong, Hong Kong, 10-13 Oct. 2023
作者:
Ye, Xinrui
Adobe PDF(1160Kb)
|
收藏
|
浏览/下载:281/0
|
提交时间:2024/01/09
mobile edge computing
edge intelligence
partitioning inference
reinforcement learning
resource allocation
6G Network AI Architecture for Everyone-Centric Customized Services
期刊论文
IEEE NETWORK, 2023, 卷号: 37, 期号: 5, 页码: 71-80
作者:
Yang, Yang
;
Ma, Mulei
;
Wu, Hequan
;
Yu, Quan
;
You, Xiaohu
Adobe PDF(1824Kb)
|
收藏
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浏览/下载:444/1
|
提交时间:2024/04/26
5G mobile communication systems
Artificial intelligence
Energy efficiency
Network architecture
Quality control
Quality of service
Radio transmission
Scheduling algorithms
5g mobile communication
6g mobile communication
Cloud-computing
Customized services
Mobile communications
Network resource
Quality of experience
Service requirements
Task analysis
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