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IEICE Trans

Keyword : graph neural network

Class Imbalanced Multiclass Classification of Harmful Posts in Social Networks Based on Heterogeneous Graphs
Shunki FUCHIGAMI Ryo YOSHIDA Soh YOSHIDA Mitsuji MUNEYASU 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2026/06/01
Vol. E109-A  No. 6 ; pp. 1077-1088
Type of Manuscript:  Special Section PAPER (Special Section on Smart Multimedia & Communication Systems)
Category: 
Keyword: 
harmful speech, graph neural network, class imbalance, 
 Summary | Full Text:PDF
Generalized Distillation with Multi-Task Graph Neural Networks for Early Fake News Detection
Tomoki ABE Soh YOSHIDA Mitsuji MUNEYASU 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2026/06/01
Vol. E109-A  No. 6 ; pp. 1089-1098
Type of Manuscript:  Special Section PAPER (Special Section on Smart Multimedia & Communication Systems)
Category: 
Keyword: 
fake news, graph neural network, generalized distillation, multi-task learning, 
 Summary | Full Text:PDF
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, 
 Summary | Full Text:PDF
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, 
 Summary | Full Text:PDF
Context-Aware Stock Recommendations with Stocks' Characteristics and Investors' Traits
Takehiro TAKAYANAGI Kiyoshi IZUMI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2023/10/01
Vol. E106-D  No. 10 ; pp. 1732-1741
Type of Manuscript:  PAPER
Category: Natural Language Processing
Keyword: 
recommendation, stock recommendation, investor modeling, behavioral economics, natural language processing, graph neural network, 
 Summary | Full Text:PDF
GRAPHULY: GRAPH U-Nets-Based Multi-Level Graph LaYout
Kai YAN Tiejun ZHAO Muyun YANG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2022/12/01
Vol. E105-D  No. 12 ; pp. 2135-2138
Type of Manuscript:  LETTER
Category: Computer Graphics
Keyword: 
graph drawing, graph layout, graph neural network, multilevel graph layout, graph u-nets, 
 Summary | Full Text:PDF