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| Graph Learning under Distribution Shifts: A Comprehensive Survey on Domain Adaptation, Out-of-distribution, and Continual Learning | Feb 26, 2024 | Continual LearningDomain Adaptation | —Unverified | 0 |
| Rethinking Propagation for Unsupervised Graph Domain Adaptation | Feb 8, 2024 | Domain AdaptationGRAPH DOMAIN ADAPTATION | CodeCode Available | 1 |
| Graph Domain Adaptation: Challenges, Progress and Prospects | Feb 1, 2024 | Domain AdaptationGRAPH DOMAIN ADAPTATION | CodeCode Available | 2 |
| Semi-supervised Domain Adaptation in Graph Transfer Learning | Sep 19, 2023 | Domain AdaptationGRAPH DOMAIN ADAPTATION | —Unverified | 0 |
| Domain-adaptive Message Passing Graph Neural Network | Aug 31, 2023 | Domain AdaptationGRAPH DOMAIN ADAPTATION | CodeCode Available | 0 |
| Bridged-GNN: Knowledge Bridge Learning for Effective Knowledge Transfer | Aug 18, 2023 | GRAPH DOMAIN ADAPTATIONRetrieval | —Unverified | 0 |
| OpenGDA: Graph Domain Adaptation Benchmark for Cross-network Learning | Jul 21, 2023 | Domain AdaptationGRAPH DOMAIN ADAPTATION | CodeCode Available | 1 |
| Structural Re-weighting Improves Graph Domain Adaptation | Jun 5, 2023 | AttributeDomain Adaptation | CodeCode Available | 1 |
| Non-IID Transfer Learning on Graphs | Dec 15, 2022 | Generalization BoundsGRAPH DOMAIN ADAPTATION | CodeCode Available | 1 |