{"total":14,"rows":[{"id":"2402.02216","title":"Position: Graph Foundation Models are Already Here","created":"2024-02-03","cited_by_count":86,"area":null},{"id":"2502.12618","title":"Uncertainty-Aware Graph Structure Learning","created":"2025-02-18","cited_by_count":4,"area":null},{"id":"2502.12412","title":"Incomplete Graph Learning: A Comprehensive Survey","created":"2025-02-18","cited_by_count":3,"area":null},{"id":"2507.13368","title":"Scalable Attribute-Missing Graph Clustering via Neighborhood Differentiation","created":"2025-07-09","cited_by_count":2,"area":null},{"id":"2601.04855","title":"Rethinking GNNs and Missing Features: Challenges, Evaluation and a Robust Solution","created":"2026-01-08","cited_by_count":2,"area":null},{"id":"2408.04845","title":"MDS-GNN: A Mutual Dual-Stream Graph Neural Network on Graphs with Incomplete Features and Structure","created":"2024-08-09","cited_by_count":1,"area":null},{"id":"2411.04907","title":"Enhancing Missing Data Imputation through Combined Bipartite Graph and Complete Directed Graph","created":"2024-11-07","cited_by_count":0,"area":null},{"id":"2501.10151","title":"Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things","created":"2025-01-17","cited_by_count":0,"area":null},{"id":"2507.10595","title":"Divide-Then-Rule: A Cluster-Driven Hierarchical Interpolator for Attribute-Missing Graphs","created":"2025-07-12","cited_by_count":0,"area":null},{"id":"2512.06356","title":"Mitigating Structural Overfitting: A Distribution-Aware Rectification Framework for Missing Feature Imputation","created":"2025-12-06","cited_by_count":0,"area":null},{"id":"2601.18938","title":"FSD-CAP: Fractional Subgraph Diffusion with Class-Aware Propagation for Graph Feature Imputation","created":"2026-01-26","cited_by_count":0,"area":null},{"id":"2602.08407","title":"Drop the mask! GAMM-A Taxonomy for Graph Attributes Missing Mechanisms","created":"2026-02-09","cited_by_count":0,"area":null},{"id":"2605.07133","title":"GAD in the Wild: Benchmarking Graph Anomaly Detection under Realistic Deployment Challenges","created":"2026-05-08","cited_by_count":0,"area":null},{"id":"2610.18113","title":"When Missingness Follows the Graph: Beyond Feature Propagation for Missing Features","created":"2026-10-13","cited_by_count":0,"area":null}],"next_cursor":null}