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Mingyuan LI

Research on Graph Mapping Relation-Aware Twins Neural Networks Lin ZHOU Zhen LIU Zhonglin YE Yuzhi XIAO Haixing ZHAO Jiaxin HAN Mingyuan LI
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2026/05/01 Vol. E109-D No. 5 pp. 622-632 Type of Manuscript: PAPER Category: Artificial Intelligence, Data Mining Keyword: graph neural network, node classification, line graph, position encoding,
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M2GNN: Multi-Scale Multi-Channel Graph Neural Network Bin YANG Mingyuan LI Yuzhi XIAO Haixing ZHAO Zhen LIU Zhonglin YE
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2025/11/01 Vol. E108-D No. 11 pp. 1292-1301 Type of Manuscript: PAPER Category: Fundamentals of Information Systems Keyword: graph neural network, data enhancement, attention mechanism, multichannel architecture, multiscale information,
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