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Neighbor Distribution Learning for Minority Class Augmentation Journal article
Zhou, Mengting, Gong, Zhiguo. Neighbor Distribution Learning for Minority Class Augmentation[J]. IEEE Transactions on Knowledge and Data Engineering, 2024, 36(12), 8901-8913.
Authors:  Zhou, Mengting;  Gong, Zhiguo
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:8.9/8.8 | Submit date：2024/09/03
Training  Topology  Graph Neural Networks  Data Models  Accuracy  Task Analysis  Image Color Analysis  Class-imbalanced Learning  Data Mining  Node Classification  
Generalized Few-Shot Node Classification With Graph Knowledge Distillation Journal article
Wang, Jialong, Zhou, Mengting, Zhang, Shilong, Gong, Zhiguo. Generalized Few-Shot Node Classification With Graph Knowledge Distillation[J]. IEEE Transactions on Computational Social Systems, 2024.
Authors:  Wang, Jialong;  Zhou, Mengting;  Zhang, Shilong;  Gong, Zhiguo
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.5/4.6 | Submit date：2024/05/16
Few-shot Learning (Fsl)  Graph Neural Networks (Gnns)  Knowledge Distillation  Node Classification  
Informative Nodes Mining for Class-Imbalanced Representation Learning Journal article
Zhou, Mengting, Gong, Zhiguo. Informative Nodes Mining for Class-Imbalanced Representation Learning[J]. IEEE Transactions on Computational Social Systems, 2024.
Authors:  Zhou, Mengting;  Gong, Zhiguo
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.5/4.6 | Submit date：2024/05/16
Class Imbalanced Learning  Costs  Graph Neural Network (Gnn)  Graph Neural Networks  Node Classification  Representation Learning  Social Networking (Online)  Task Analysis  Training  Training Data  
CDGAT: a graph attention network method for credit card defaulters prediction Journal article
Wu, Jun, Zhao, Xiong Fei, Yuan, Hang, Si, Yain Whar. CDGAT: a graph attention network method for credit card defaulters prediction[J]. Applied Intelligence, 2022, 53(10), 11538-11552.
Authors:  Wu, Jun;  Zhao, Xiong Fei;  Yuan, Hang;  Si, Yain Whar
Favorite | TC[WOS]:4 TC[Scopus]:4  IF:3.4/3.9 | Submit date：2023/01/30
Credit Scoring  Defaulters Prediction  Graph Convolutional Neural Network  Neighbors Sampling  Node Classification  
Zero-shot Node Classification with Decomposed Graph Prototype Network Conference paper
Zheng Wang, Jialong Wang, Yuchen Guo, Zhiguo Gong. Zero-shot Node Classification with Decomposed Graph Prototype Network[C], 2021, 1769-1779.
Authors:  Zheng Wang;  Jialong Wang;  Yuchen Guo;  Zhiguo Gong
Favorite | TC[WOS]:19 TC[Scopus]:24 | Submit date：2021/12/08
Node Classification  Graph Convolutional Networks  Graph Data Analysis