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面向信息网络的表示与关联方法研究
学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:
车飞虎
Adobe PDF(8695Kb)
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View/Download:88/5
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Submit date:2022/06/17
信息网络
网络表示学习
自举机制
对比学习
负样本采样
Tucker decomposition-based temporal knowledge graph completion
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2022, 卷号: 238, 页码: 9
Authors:
Shao, Pengpeng
;
Zhang, Dawei
;
Yang, Guohua
;
Tao, Jianhua
;
Che, Feihu
;
Liu, Tong
Adobe PDF(611Kb)
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View/Download:89/6
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Submit date:2022/06/10
Temporal knowledge graphs
Tucker decomposition
Reconstruction
Contrastive learning
Multi-aspect self-supervised learning for heterogeneous information network
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2021, 卷号: 233, 页码: 14
Authors:
Che, Feihu
;
Tao, Jianhua
;
Yang, Guohua
;
Liu, Tong
;
Zhang, Dawei
Adobe PDF(2661Kb)
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View/Download:113/15
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Submit date:2021/12/28
Heterogeneous information network
Self-supervised
Contrastive learning
Graph neural network
Self-supervised graph representation learning via bootstrapping
期刊论文
NEUROCOMPUTING, 2021, 卷号: 456, 页码: 88-96
Authors:
Che, Feihu
;
Yang, Guohua
;
Zhang, Dawei
;
Tao, Jianhua
;
Liu, Tong
Adobe PDF(1379Kb)
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View/Download:141/9
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Submit date:2021/11/03
Graph representation learning
Self-supervised
Bootstrapping
Graph neural network
ParamE: Regarding Neural Network Parameters as Relation Embeddings for Knowledge Graph Completion
会议论文
, 美国纽约, 2020-2-7
Authors:
Feihu Che
;
Dawei Zhang
;
Jianhua Tao
;
Mingyue Niu
;
Bocheng Zhao
Adobe PDF(880Kb)
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View/Download:102/17
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Submit date:2022/06/20