arXiv cs.AI
· Papers
Boundary Embedding Shaping with Adaptive Contrastive Learning for Graph Structural Disentanglement
arXiv:2606.20283v2 Announce Type: replace-cross Abstract: Graph neural networks (GNNs) excel at aggregating neighbor information for classification, yet their performance is hindered by graph structural entanglement, where spurious correlations from semantically irrelevant neighbors contaminate node embeddings. This ch