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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
Adobe PDF(1539Kb)
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浏览/下载：317/2
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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
Graph Neural Networks With Adaptive Structures
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2024, 卷号: PP, 期号: 99, 页码: 181-194
作者:
Adobe PDF(613Kb)
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浏览/下载：161/2
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提交时间：2024/10/28
Adaptive structure
De-noising
Graph neural networks
Graph signal denoising
Graph structure learning
Graph structures
Machine-learning
Neural network architecture
Neural network model
Structure-learning
Truthful and Stable One-sided Matching on Networks
会议论文
2024 INTERNATIONAL CONFERENCE ON AUTONOMOUS AGENTS AND MULTIAGENT SYSTEMS, Auckland, New zealand, May 6, 2024 - May 10, 2024
作者:
Yang, Tianyi
;
Zhai, Yuxiang
;
Zhao, Dengji
;
Song, Xinwei
;
Li, Miao
Adobe PDF(527Kb)
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浏览/下载：215/4
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提交时间：2024/05/30
Autonomous agents
Graph structures
Incentive compatibility
Invitation incentive
Matchings
Mechanism design
Property
Top trading cycle
NCCR: Neighbor and Cluster Consistency Regularization for Improving Graph Node Classification
会议论文
THE 34TH IEEE INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE, null,null,ELECTR NETWORK, OCT 31-NOV 02, 2022
作者:
Yang, Feiming
;
Lai, Yurui
;
Wang, Leshan
;
Fan, Rui
Adobe PDF(315Kb)
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浏览/下载：376/0
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提交时间：2022/11/19
graph neural networks
regularization
semi-supervised learning
node classification
Computer vision
Graph algorithms
Graph structures
Machine learning
Amount of information
Graph neural networks
Homophily
Learning neural networks
Machine-learning
Node classification
Regularisation
Semi-supervised
Semi-supervised learning
State-of-the-art performance
Inductive Matrix Completion Using Graph Autoencoder
会议论文
INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT, PROCEEDINGS, Virtual, Online, Australia, November 1, 2021 - November 5, 2021
作者:
Shen, Wei
;
Zhang, Chuheng
;
Tian, Yun
;
Zeng, Liang
;
He, Xiaonan
Adobe PDF(2547Kb)
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浏览/下载：629/167
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提交时间：2021/12/03
Benchmarking
Embeddings
Graph structures
Graph theory
Matrix algebra
Auto encoders
Completion methods
Embeddings
Gae
based model
Graph neural networks
Graph patterns
Inductive matrix
Learn+
Matrix completion
Network
based
Incentive Compatible Mechanism for Influential Agent Selection
会议论文
LECTURE NOTES IN COMPUTER SCIENCE, Virtual, Online, September 21, 2021 - September 24, 2021
作者:
Zhang, Xiuzhen
Adobe PDF(497Kb)
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浏览/下载：1020/427
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提交时间：2021/12/03
Graph structures
Incentive compatibility
Incentive compatible
Incentive compatible mechanisms
Influence approximation
Influence power
Mechanism design
Selection mechanism
Setting agents
Subgraphs
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