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20222026
most citedTackling Oversmoothing in GNN via Graph Sparsification: A Truss-based Approach

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cs.LG2025

HyperGCL: Multi-Modal Graph Contrastive Learning via Learnable Hypergraph Views

Khaled Mohammed Saifuddin, Shihao Ji, Esra Akbas

Recent advancements in Graph Contrastive Learning (GCL) have demonstrated remarkable effectiveness in improving graph representations. However, relying on predefined augmentations…