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LacGCL: Lightweight message masking with linear attention and cross-view interaction graph contrastive learning for recommendation
期刊论文
INFORMATION PROCESSING AND MANAGEMENT, 2025, 卷号: 62, 期号: 1
作者:
Jia, Haohe
;
Hou, Peng
;
Zhou, Yong
;
Zhu, Hongbin
;
Chai, Hongfeng
Adobe PDF(1539Kb)
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收藏
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浏览/下载:28/2
  |  
提交时间:2024/11/08
Adversarial machine learning
Federated learning
Computational costs
Cross-view
Dense matrix
Graph neural networks
Graph structures
High-accuracy
Interaction graphs
Learning methods
Matrix operations
Recommendation accuracy
Hierarchical Learning and Computing over Space-Ground Integrated Networks
预印本
2024
作者:
Zhu, Jingyang
;
Shi, Yuanming
;
Zhou, Yong
;
Jiang, Chunxiao
;
Kuang, Linling
Adobe PDF(11710Kb)
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收藏
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浏览/下载:118/4
  |  
提交时间:2024/09/08
Space-ground integrated networks
hierarchical learning
topology-aware energy-efficient routing
A Survey on Integrated Sensing, Communication, and Computation
预印本
2024
作者:
Wen, Dingzhu
;
Zhou, Yong
;
Li, Xiaoyang
;
Shi, Yuanming
;
Huang, Kaibin
Adobe PDF(2458Kb)
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收藏
  |  
浏览/下载:109/0
  |  
提交时间:2024/08/26
Integrated sensing and communication
inte- grated sensing and computation
integrated communication and computation
integrated sensing-communication-computation
signal design
network resource management
and task-oriented communications
Robust Decentralized Coordinated Precoding in Multi-cell Coherent Joint Transmission Networks
会议论文
IEEE GLOBAL COMMUNICATIONS CONFERENCE
作者:
Wan SJ(万少俊)
;
Bian Xinyu
;
Wang Wengjie
;
Hou Tianqi
;
Zhou Yong
收藏
  |  
浏览/下载:121/0
  |  
提交时间:2024/09/27
Federated Fine-Tuning for Pre-Trained Foundation Models Over Wireless Networks
预印本
2024
作者:
Wang, Zixin
;
Zhou, Yong
;
Shi, Yuanming
;
Letaief, Khaled.B.
Adobe PDF(1343Kb)
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收藏
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浏览/下载:117/1
  |  
提交时间:2024/07/26
Federated learning
pre-trained foundation model
parameter-efficient fine-tuning
resource allocation
Integrated Sensing-Communication-Computation for Edge Artificial Intelligence
期刊论文
IEEE INTERNET OF THINGS MAGAZINE, 2024, 卷号: 7, 期号: 4, 页码: 14 - 20
作者:
Wen, Dingzhu
;
Li, Xiaoyang
;
Zhou, Yong
;
Shi, Yuanming
;
Wu, Sheng
Adobe PDF(907Kb)
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浏览/下载:197/4
  |  
提交时间:2024/01/09
Integrated Sensing-Communication-Computation
Edge AI
Federated Learning
RIS-Aided User Localization Design with Multiple Signal Classification Based Orthogonal Subspace Projection
会议论文
2024 IEEE 99TH VEHICULAR TECHNOLOGY CONFERENCE (VTC2024-SPRING), Singapore, Singapore, 24-27 June 2024
作者:
Wanning Meng
;
Zheng Dong
;
Yong Zhou
;
Lei Li
;
Zhi Liu
Adobe PDF(352Kb)
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收藏
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浏览/下载:89/1
  |  
提交时间:2024/09/30
Channel estimation
Direction of arrival
Maximum likelihood estimation
Multiple signal classification
Multiple signal classification based orthogonal projection
Orthogonal projection
Projection algorithms
Received signals
Reconfigurable
Reconfigurable intelligent surface
Signal classification
Space alternating generalized expectation maximization
Space alternating generalized expectation-maximization
User localization
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
  |  
浏览/下载:113/2
  |  
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
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)
  |  
收藏
  |  
浏览/下载:189/3
  |  
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
Delay Minimization for NOMA-Assisted Federated Learning
会议论文
2024 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), Dubai, United Arab Emirates, 21-24 April 2024
作者:
Meng Wu
;
Zheng Dong
;
Zhibin Wang
;
Qiaochu An
;
Yuanming Shi
Adobe PDF(591Kb)
  |  
收藏
  |  
浏览/下载:126/1
  |  
提交时间:2024/07/08