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	DropNaE: Alleviating irregularity for large-scale graph representation learning 期刊论文 NEURAL NETWORKS, 2025, 卷号: 183 作者: Adobe PDF(1802Kb) \| 收藏 \| 浏览/下载：118/2 \| 提交时间：2024/12/27 Adversarial machine learning Federated learning Graph algorithms Knowledge graph Algorithm on graph representation learning Efficient large-scale graph representation learning Graph neural networks Graph representation Irregularity Large-scales Neural networks trainings Real-world graphs Real-world scenario
	Fast FPGA Accelerator of Graph Cut Algorithm With Threshold Global Relabel and Inertial Push 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2025, 卷号: PP, 期号: 99 作者: Guangyao Yan; Xinzhe Liu; Hui Wang; Yajun Ha Adobe PDF(7777Kb) \| 收藏 \| 浏览/下载：66/1 \| 提交时间：2025/03/03 Data flow graphs - Heuristic algorithms - Sleep research Algorithm convergence - FPGA acceleration - Global relabel - Graph-cut - Grid graphs - Memory resources - Min cut/max flows - Optimization task - Push relabel - Redundant computation
	Research on Enhanced Graph Neural Network for Automated Knowledge Graph Construction 会议论文 2024 5TH INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND COMPUTER APPLICATION (ICMLCA), Hangzhou, China, 18-20 Oct. 2024 作者: Qianyu Chen Adobe PDF(774Kb) \| 收藏 \| 浏览/下载：119/2 \| 提交时间：2024/11/28 Graph algorithms Graph neural networks Neural network models Attention mechanisms Automated methods Downstream applications Graph construction Graph neural networks Knowledge graph construction Knowledge graphs Language processing Natural languages Process data
	Development and Fast Transferring of General Connectivity-Based Diagnosis Model to New Brain Disorders with Adaptive Graph Meta-Learner 会议论文 LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Vancouver, BC, Canada, October 8, 2023 - October 12, 2023 作者: Liu, Yuxiao; Liu, Mianxin; Zhang, Yuanwang; Shen, Dinggang Adobe PDF(1048Kb) \| 收藏 \| 浏览/下载：261/0 \| 提交时间：2023/11/10 Classification (of information) Deep learning Diagnosis Learning algorithms Learning systems Magnetic resonance imaging Medical imaging Automatic diagnosis Brain disorders Brain functional networks Convolutional networks Diagnosis model Few-shot adaptation Graph convolutional network Learning-based methods Meta-learner Metalearning
	A Graph Neural Network Learning Approach to Optimize RIS-Assisted Federated Learning 期刊论文 IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2023, 卷号: 22, 期号: 9, 页码: 1-1 作者: Zixin Wang; Yong Zhou; Yinan Zou; Qiaochu An; Yuanming Shi Adobe PDF(18707Kb) \| 收藏 \| 浏览/下载：639/1 \| 提交时间：2023/03/10 Agglomeration Data privacy Learning algorithms Learning systems Parallel processing systems Transceivers Computational modelling Convergence Federated learning Graph neural networks Optimisations Over the airs Over-the-air computation Reconfigurable Reconfigurable intelligent surface Resource management
	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) \| 收藏 \| 浏览/下载：381/0 \| 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
	4D Light Field Segmentation From Light Field Super-Pixel Hypergraph Representation 期刊论文 IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2021, 卷号: 27, 期号: 9, 页码: 3597-3610 作者: Adobe PDF(10774Kb) \| 收藏 \| 浏览/下载：698/5 \| 提交时间：2021/08/16 Image segmentation Optimization Light fields Estimation Cameras Two dimensional displays Task analysis Hypergraph representation light field segmentation light field super-pixel graph-cut optimization Coarsening Computer graphics Graph algorithms Graphic methods Graph cut Hypergraph Hypergraph representations Segmentation algorithms Segmentation performance State of the art methods
	SAS: A Simple, Accurate and Scalable Node Classification Algorithm 预印本 2021 作者: Wang, Ziyuan; Yang, Feiming; Fan, Rui Adobe PDF(464Kb) \| 收藏 \| 浏览/下载：250/0 \| 提交时间：2024/01/09 Graph Neural Networks Node Classification Scalable Graph Algorithms
	Graph neural networks for scalable radio resource management: architecture design and theoretical analysis 期刊论文 IEEE JOURNAL OF SELECTED AREAS COMMUNICATION., 2021, 卷号: 39, 期号: 1, 页码: 101-115 作者: Yifei Shen; Yuanming Shi; Jun Zhang; Khaled B. Letaief Adobe PDF(890Kb) \| 收藏 \| 浏览/下载：796/7 \| 提交时间：2020/12/29 Wireless networks Neural networks Resource management Optimization Computer architecture Array signal processing Scalability Radio resource management wireless networks graph neural networks distributed algorithms permutation equivariance

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