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IEICE Trans

Zhen LIU

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
Learning from Multiple Sources via Multiple Domain Relationship
Zhen LIU Junan YANG Hui LIU Jian LIU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/07/01
Vol. E99-D  No. 7  pp. 1941-1944
Type of Manuscript:  LETTER
Category: Pattern Recognition
Keyword: 
transfer learning, multiple source transfer, domain similarity, manifold assumption, 
 Summary | Full Text:PDF
Performance Analysis for Multi-Antenna Relay Networks with Limited Feedback Beamforming
Zhen LIU Xiaoxiang WANG Hongtao ZHANG Zhenfeng SONG 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2011/02/01
Vol. E94-B  No. 2  pp. 603-606
Type of Manuscript:  LETTER
Category: Wireless Communication Technologies
Keyword: 
decode-and-forward, multi-antenna relay, outage probability, error rate, limited feedback beamforming, 
 Summary | Full Text:PDF