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Heterogeneous Graph Neural Network With Multi-View Representation Learning 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 11, 页码: 11476-11488
作者:  Shao, Zezhi;  Xu, Yongjun;  Wei, Wei;  Wang, Fei;  Zhang, Zhao;  Zhu, Feida
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Heterogeneous graphs  graph neural networks  graph embedding  
An anomaly aware network embedding framework for unsupervised anomalous link detection 期刊论文
DATA MINING AND KNOWLEDGE DISCOVERY, 2023, 页码: 34
作者:  Duan, Dongsheng;  Zhang, Cheng;  Tong, Lingling;  Lu, Jie;  Lv, Cunchi;  Hou, Wei;  Li, Yangxi;  Zhao, Xiaofang
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Anomalous link detection  Network embedding  Graph auto-encoder  Graph convolution network  
HIRE: Distilling high-order relational knowledge from heterogeneous graph neural networks 期刊论文
NEUROCOMPUTING, 2022, 卷号: 507, 页码: 67-83
作者:  Liu, Jing;  Zheng, Tongya;  Hao, Qinfen
收藏  |  浏览/下载：12/0  |  提交时间：2023/07/12
Graph embedding  Heterogeneous graph  Graph neural networks  Knowledge distillation  
Link Prediction in Knowledge Graphs: A Hierarchy-Constrained Approach 期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2022, 卷号: 8, 期号: 3, 页码: 630-643
作者:  Li, Manling;  Wang, Yuanzhuo;  Zhang, Denghui;  Jia, Yantao;  Cheng, Xueqi
收藏  |  浏览/下载：18/0  |  提交时间：2022/12/07
Link prediction  knowledge graph embedding  hierarchy  
I(2)Transformer: Intra- and Inter-Relation Embedding Transformer for TV Show Captioning 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 卷号: 31, 页码: 3565-3577
作者:  Tu, Yunbin;  Li, Liang;  Su, Li;  Gao, Shengxiang;  Yan, Chenggang;  Zha, Zheng-Jun;  Yu, Zhengtao;  Huang, Qingming
收藏  |  浏览/下载：20/0  |  提交时间：2022/12/07
Transformers  Semantics  Task analysis  Visualization  TV  Electronic mail  Graph neural networks  TV Show captioning  video and subtitle  intra-relation embedding  inter-relation embedding  transformer  
Knowledge graph embedding with shared latent semantic units 期刊论文
NEURAL NETWORKS, 2021, 卷号: 139, 页码: 140-148
作者:  Zhang, Zhao;  Zhuang, Fuzhen;  Qu, Meng;  Niu, Zheng-Yu;  Xiong, Hui;  He, Qing
收藏  |  浏览/下载：41/0  |  提交时间：2021/12/01
Knowledge graph  Reinforcement learning  Embedding  
Self-learning and embedding based entity alignment 期刊论文
KNOWLEDGE AND INFORMATION SYSTEMS, 2019, 卷号: 59, 期号: 2, 页码: 361-386
作者:  Guan, Saiping;  Jin, Xiaolong;  Wang, Yuanzhuo;  Jia, Yantao;  Shen, Huawei;  Li, Zixuan;  Cheng, Xueqi
收藏  |  浏览/下载：87/0  |  提交时间：2019/08/16
Entity alignment  Knowledge graph  Self-learning  Embedding  
A Gallery-Guided Graph Architecture for Sequential Impurity Detection 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 149105-149116
作者:  He, Wenhao;  Song, Haitao;  Guo, Yue;  Yin, Xiaoyi;  Wang, Xiaonan;  Bian, Guibin;  Qian, Wen
收藏  |  浏览/下载：35/0  |  提交时间：2020/12/10
Impurities  Proposals  Feature extraction  Training  Convolutional neural networks  Task analysis  Impurity detection  gallery-guided graph  feature embedding  graph convolutional neural network  
Path-specific knowledge graph embedding 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2018, 卷号: 151, 页码: 37-44
作者:  Jia, Yantao;  Wang, Yuanzhuo;  Jin, Xiaolong;  Cheng, Xueqi
收藏  |  浏览/下载：64/0  |  提交时间：2019/12/10
Path-specific  Knowledge graph embedding  Relation path  
Modeling the Correlations of Relations for Knowledge Graph Embedding 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2018, 卷号: 33, 期号: 2, 页码: 323-334
作者:  Zhu, Ji-Zhao;  Jia, Yan-Tao;  Xu, Jun;  Qiao, Jian-Zhong;  Cheng, Xue-Qi
收藏  |  浏览/下载：68/0  |  提交时间：2019/12/10
knowledge graph embedding  low-rank  matrix decomposition