{"total":16,"rows":[{"id":"2202.08235","title":"Data Augmentation for Deep Graph Learning: A Survey","created":"2022-02-16","cited_by_count":133,"area":null},{"id":"2206.03426","title":"Improving Fairness in Graph Neural Networks via Mitigating Sensitive Attribute Leakage","created":"2022-06-07","cited_by_count":61,"area":null},{"id":"2208.08302","title":"Position-aware Structure Learning for Graph Topology-imbalance by Relieving Under-reaching and Over-squashing","created":"2022-08-17","cited_by_count":31,"area":null},{"id":"2112.00238","title":"Imbalanced Graph Classification via Graph-of-Graph Neural Networks","created":"2021-12-01","cited_by_count":27,"area":null},{"id":"2304.05059","title":"Hyperbolic Geometric Graph Representation Learning for Hierarchy-imbalance Node Classification","created":"2023-04-11","cited_by_count":23,"area":null},{"id":"2308.16375","title":"A Survey on Privacy in Graph Neural Networks: Attacks, Preservation, and Applications","created":"2023-08-31","cited_by_count":22,"area":null},{"id":"2205.11332","title":"ImGCL: Revisiting Graph Contrastive Learning on Imbalanced Node Classification","created":"2022-05-23","cited_by_count":21,"area":null},{"id":"2308.13821","title":"A Survey of Imbalanced Learning on Graphs: Problems, Techniques, and Future Directions","created":"2023-08-26","cited_by_count":15,"area":null},{"id":"2212.08689","title":"TopoImb: Toward Topology-level Imbalance in Learning from Graphs","created":"2022-12-16","cited_by_count":12,"area":null},{"id":"2303.17486","title":"Cost Sensitive GNN-based Imbalanced Learning for Mobile Social Network Fraud Detection","created":"2023-03-28","cited_by_count":12,"area":null},{"id":"2206.05335","title":"Synthetic Over-sampling for Imbalanced Node Classification with Graph Neural Networks","created":"2022-06-10","cited_by_count":6,"area":null},{"id":"2406.11685","title":"Edge Classification on Graphs: New Directions in Topological Imbalance","created":"2024-06-17","cited_by_count":4,"area":null},{"id":"2410.11765","title":"ECGN: A Cluster-Aware Approach to Graph Neural Networks for Imbalanced Classification","created":"2024-10-15","cited_by_count":2,"area":null},{"id":"2410.16882","title":"SaVe-TAG: LLM-based Interpolation for Long-Tailed Text-Attributed Graphs","created":"2024-10-22","cited_by_count":1,"area":null},{"id":"2208.01739","title":"Reconstructing Sparse Multiplex Networks with Application to Covert Networks","created":"2022-07-29","cited_by_count":0,"area":null},{"id":"2603.09195","title":"$P^2$GNN: Two Prototype Sets to boost GNN Performance","created":"2026-03-10","cited_by_count":0,"area":null}],"next_cursor":null}