{"total":14,"rows":[{"id":"2310.11829","title":"Graph Foundation Models: Concepts, Opportunities and Challenges","created":"2023-10-18","cited_by_count":103,"area":null},{"id":"2410.19265","title":"A Survey of Deep Graph Learning under Distribution Shifts: from Graph Out-of-Distribution Generalization to Adaptation","created":"2024-10-25","cited_by_count":17,"area":null},{"id":"2406.07955","title":"How Interpretable Are Interpretable Graph Neural Networks?","created":"2024-06-12","cited_by_count":13,"area":null},{"id":"2405.11034","title":"Safety in Graph Machine Learning: Threats and Safeguards","created":"2024-05-17","cited_by_count":11,"area":null},{"id":"2311.01686","title":"Disentangled Representation Learning with Transmitted Information Bottleneck","created":"2023-11-03","cited_by_count":3,"area":null},{"id":"2412.19211","title":"Large Language Models Meet Graph Neural Networks: A Perspective of Graph Mining","created":"2024-12-26","cited_by_count":3,"area":null},{"id":"2502.07968","title":"Generative Risk Minimization for Out-of-Distribution Generalization on Graphs","created":"2025-02-11","cited_by_count":2,"area":null},{"id":"2507.07621","title":"Sparse Causal Discovery with Generative Intervention for Unsupervised Graph Domain Adaptation","created":"2025-07-10","cited_by_count":2,"area":null},{"id":"2407.10204","title":"Improving Graph Out-of-distribution Generalization Beyond Causality","created":"2024-07-14","cited_by_count":1,"area":null},{"id":"2506.13795","title":"BotTrans: A Multi-Source Graph Domain Adaptation Approach for Social Bot Detection","created":"2025-06-12","cited_by_count":1,"area":null},{"id":"2605.13032","title":"What Information Matters? Graph Out-of-Distribution Detection via Tri-Component Information Decomposition","created":"2026-05-13","cited_by_count":1,"area":null},{"id":"2503.02448","title":"NodeNAS: Node-Specific Graph Neural Architecture Search for Out-of-Distribution Generalization","created":"2025-03-04","cited_by_count":0,"area":null},{"id":"2512.13003","title":"General OOD Detection via Model-aware and Subspace-aware Variable Priority","created":"2025-12-15","cited_by_count":0,"area":null},{"id":"2602.05571","title":"EdgeMask-DG*: Learning Domain-Invariant Graph Structures via Adversarial Edge Masking","created":"2026-02-05","cited_by_count":0,"area":null}],"next_cursor":null}