graph representations

5 papers

• FedIGL: Federated Invariant Graph Learning for Non-IID Graphs
• GraphTOP: Graph Topology-Oriented Prompting for Graph Neural Networks
• L2DGCN: Learnable Enhancement and Label Selection Dynamic Graph Convolutional Networks for Mitigating Degree Bias
• SSTAG: Structure-Aware Self-Supervised Learning Method for Text-Attributed Graphs
• Towards Graph Foundation Models: Training on Knowledge Graphs Enables Transferability to General Graphs