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IEICE Trans

Keyword : graph classification

A Spatial Graph Convolutional Network Based on Node Semantic for Graph Classification
Jinyong SUN Zhiwei DONG Zhigang SUN Guoyong CAI Xiang ZHAO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2025/07/01
Vol. E108-D  No. 7 ; pp. 760-775
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
graph convolutional networks, node semantic, subtree pattern, node importance, channel attention, graph classification, 
 Summary | Full Text:PDF
Backdoor Attacks on Graph Neural Networks Trained with Data Augmentation
Shingo YASHIKI Chako TAKAHASHI Koutarou SUZUKI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2024/03/01
Vol. E107-A  No. 3 ; pp. 355-358
Type of Manuscript:  Special Section LETTER (Special Section on Cryptography and Information Security)
Category: 
Keyword: 
data augmentation, backdoor attacks, graph neural networks, graph classification, 
 Summary | Full Text:PDF