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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  
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  
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  
Optimized and frequent subgraphs: How are they related? Journal article
SAIF UR REHMAN, SOHAIL ASGHAR, SIMON JAMES FONG. Optimized and frequent subgraphs: How are they related?[J]. IEEE Access, 2018, 6, 37237-37249.
Authors:  SAIF UR REHMAN;  SOHAIL ASGHAR;  SIMON JAMES FONG
Favorite | TC[WOS]:10 TC[Scopus]:10  IF:3.4/3.7 | Submit date:2019/02/13
Data Mining  Graph Pattern Mining  Social Network Analysis  Frequent Subgraph Patterns  Optimized Graph Patterns