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Neural Networks : the Official Journal of the International Neural Network Society
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December 3, 2025
Curriculum-guided graph self-augmentation: A progressive deepening framework for GNNs
Li Yu, Qirong Zhang, Jin Li, et al.
Neural Networks : the Official Journal of the International Neural Network Society
|
April 29, 2026
Graph contrastive learning with virtual nodes for few-shot semi-supervised classification
Yang-Geng Fu, Pan Liu, Zuhao Xu, et al.
IEEE Transactions on Neural Networks and Learning Systems
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May 29, 2024
Another Perspective of Over-Smoothing: Alleviating Semantic Over-Smoothing in Deep GNNs
Jin Li, Qirong Zhang, Wenxi Liu, et al.
Neural Networks : the Official Journal of the International Neural Network Society
|
March 10, 2024
DWSSA: Alleviating over-smoothness for deep Graph Neural Networks
Qirong Zhang, Jin Li, Qingqing Ye, et al.
Neural Networks : the Official Journal of the International Neural Network Society
|
January 24, 2026
UniTrain: A universal iterative semi-supervised training framework for graph representation learning
Xinlong Chen, Jin Li, Yisong Huang, et al.
Neural Networks : the Official Journal of the International Neural Network Society
|
October 17, 2024
GSSCL: A framework for Graph Self-Supervised Curriculum Learning based on clustering label smoothing
Yang-Geng Fu, Xinlong Chen, Shuling Xu, et al.
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Search research articles
Search
Showing results (1-10 of 6) with videos related to
Sort By:
Page
of 1
Neural Networks : the Official Journal of the International Neural Network Society
|
December 3, 2025
Curriculum-guided graph self-augmentation: A progressive deepening framework for GNNs
Li Yu, Qirong Zhang, Jin Li, et al.
Neural Networks : the Official Journal of the International Neural Network Society
|
April 29, 2026
Graph contrastive learning with virtual nodes for few-shot semi-supervised classification
Yang-Geng Fu, Pan Liu, Zuhao Xu, et al.
IEEE Transactions on Neural Networks and Learning Systems
|
May 29, 2024
Another Perspective of Over-Smoothing: Alleviating Semantic Over-Smoothing in Deep GNNs
Jin Li, Qirong Zhang, Wenxi Liu, et al.
Neural Networks : the Official Journal of the International Neural Network Society
|
March 10, 2024
DWSSA: Alleviating over-smoothness for deep Graph Neural Networks
Qirong Zhang, Jin Li, Qingqing Ye, et al.
Neural Networks : the Official Journal of the International Neural Network Society
|
January 24, 2026
UniTrain: A universal iterative semi-supervised training framework for graph representation learning
Xinlong Chen, Jin Li, Yisong Huang, et al.
Neural Networks : the Official Journal of the International Neural Network Society
|
October 17, 2024
GSSCL: A framework for Graph Self-Supervised Curriculum Learning based on clustering label smoothing
Yang-Geng Fu, Xinlong Chen, Shuling Xu, et al.
Page
of 1