IEEE transactions on pattern analysis and machine intelligence
Layer-Adaptive-Augmentation-Based Graph Contrastive Learning With Feature Decorrelation.
Yuhua Xu, Junli Wang, Rui Duan, Changjun Jiang
Published: 202610.1109/TPAMI.2025.3618329
Abstract
Graph Contrastive Learning (GCL) methods typically leverage augmentation techniques to generate different graph views for comparison, thereby learning corresponding representations for graph-related tasks in label-scarce scenarios. However, existing…
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