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graph meta-learning

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graph neural network (4) domain generalization (3) few-shot learning (3) domain adaptation (2) transfer learning (2) multi-domain adaptation (1) malicious content detection (1) structural noise (1) manifold calibration (1) episode generation (1)

Papers

Context-aware Graph Meta-learning AAAI 2026 A (More) Realistic Evaluation Setup for Generalisation of Community Models on Malicious Content Detection NAACL 2024 Unsupervised Episode Generation for Graph Meta-learning ICML 2024 When Sparse Graph Representation Learning Falls into Domain Shift: Data Augmentation for Cross-Domain Graph Meta-Learning (Student Abstract) AAAI 2024 Multi-Domain Generalized Graph Meta Learning AAAI 2023 Robust Graph Meta-Learning via Manifold Calibration with Proxy Subgraphs AAAI 2023