Label Informed Contrastive Pretraining for Node Importance Estimation on Knowledge Graphs

Tianyu Zhang1; Chengbin Hou2; Rui Jiang1; Xuegong Zhang1; Chenghu Zhou3; Ke Tang4; Hairong Lv1

2024

10.1109/TNNLS.2024.3363695

IEEE Transactions on Neural Networks and Learning Systems   影响因子和分区

2162-2388

Contrastive pretraining graph neural networks (GNNs) knowledge graphs (KGs) node importance estimation (NIE)

SCI ; EI

其他

IEEE

1.Department of Automation, Ministry of Education Key Laboratory of Bioinformatics, Bioinformatics Division, Beijing National Research Center for Information Science and Technology, Tsinghua University, Beijing, China
2.School of Computer Science and Engineering, Fuyao Institute of Technology, Fuzhou, China
3.Institute of Geographic Sciences and Natural Resources Research, State Key Laboratory of Resources and Environmental Information Systems, Chinese Academy of Sciences, Beijing, China
4.Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, China

Tianyu Zhang,Chengbin Hou,Rui Jiang,et al. Label Informed Contrastive Pretraining for Node Importance Estimation on Knowledge Graphs[J]. IEEE Transactions on Neural Networks and Learning Systems,2024,PP(99):1-15.

Tianyu Zhang.,Chengbin Hou.,Rui Jiang.,Xuegong Zhang.,Chenghu Zhou.,...&Hairong Lv.(2024).Label Informed Contrastive Pretraining for Node Importance Estimation on Knowledge Graphs.IEEE Transactions on Neural Networks and Learning Systems,PP(99),1-15.

Tianyu Zhang,et al."Label Informed Contrastive Pretraining for Node Importance Estimation on Knowledge Graphs".IEEE Transactions on Neural Networks and Learning Systems PP.99(2024):1-15.