| PyGDA: A Python Library for Graph Domain Adaptation | Mar 13, 2025 | Domain AdaptationGRAPH DOMAIN ADAPTATION | CodeCode Available | 3 |
| Revisiting, Benchmarking and Understanding Unsupervised Graph Domain Adaptation | Jul 9, 2024 | BenchmarkingDomain Adaptation | CodeCode Available | 3 |
| Graph Domain Adaptation: Challenges, Progress and Prospects | Feb 1, 2024 | Domain AdaptationGRAPH DOMAIN ADAPTATION | CodeCode Available | 2 |
| DANE: Domain Adaptive Network Embedding | Jun 3, 2019 | Domain AdaptationGRAPH DOMAIN ADAPTATION | CodeCode Available | 1 |
| Adversarial Deep Network Embedding for Cross-network Node Classification | Feb 18, 2020 | ClassificationDomain Adaptation | CodeCode Available | 1 |
| GALA: Graph Diffusion-based Alignment with Jigsaw for Source-free Domain Adaptation | Oct 22, 2024 | Domain AdaptationGRAPH DOMAIN ADAPTATION | CodeCode Available | 1 |
| Non-IID Transfer Learning on Graphs | Dec 15, 2022 | Generalization BoundsGRAPH DOMAIN ADAPTATION | CodeCode Available | 1 |
| OpenGDA: Graph Domain Adaptation Benchmark for Cross-network Learning | Jul 21, 2023 | Domain AdaptationGRAPH DOMAIN ADAPTATION | CodeCode Available | 1 |
| Pairwise Alignment Improves Graph Domain Adaptation | Mar 2, 2024 | Domain AdaptationGRAPH DOMAIN ADAPTATION | CodeCode Available | 1 |
| Rethinking Propagation for Unsupervised Graph Domain Adaptation | Feb 8, 2024 | Domain AdaptationGRAPH DOMAIN ADAPTATION | CodeCode Available | 1 |
| Structural Re-weighting Improves Graph Domain Adaptation | Jun 5, 2023 | AttributeDomain Adaptation | CodeCode Available | 1 |
| Domain Adaptation on Graphs by Learning Graph Topologies: Theoretical Analysis and an Algorithm | Dec 17, 2018 | Domain AdaptationGeneral Classification | —Unverified | 0 |
| Rank and Align: Towards Effective Source-free Graph Domain Adaptation | Aug 22, 2024 | Domain AdaptationGRAPH DOMAIN ADAPTATION | —Unverified | 0 |
| Gradual Domain Adaptation for Graph Learning | Jan 29, 2025 | Domain AdaptationGRAPH DOMAIN ADAPTATION | —Unverified | 0 |
| Graph Domain Adaptation: A Generative View | Jun 14, 2021 | DisentanglementDomain Adaptation | —Unverified | 0 |
| Coarse-to-fine Knowledge Graph Domain Adaptation based on Distantly-supervised Iterative Training | Nov 5, 2022 | Domain AdaptationGRAPH DOMAIN ADAPTATION | —Unverified | 0 |
| Bridged-GNN: Knowledge Bridge Learning for Effective Knowledge Transfer | Aug 18, 2023 | GRAPH DOMAIN ADAPTATIONRetrieval | —Unverified | 0 |
| Core Knowledge Learning Framework for Graph Adaptation and Scalability Learning | Jul 2, 2024 | ClassificationDomain Adaptation | —Unverified | 0 |
| GDA-HIN: A Generalized Domain Adaptive Model across Heterogeneous Information Networks | Dec 10, 2020 | Domain AdaptationGRAPH DOMAIN ADAPTATION | —Unverified | 0 |
| Degree-Conscious Spiking Graph for Cross-Domain Adaptation | Oct 9, 2024 | ClassificationDomain Adaptation | —Unverified | 0 |
| Graph Domain Adaptation for Alignment-Invariant Brain Surface Segmentation | Mar 31, 2020 | Domain AdaptationGRAPH DOMAIN ADAPTATION | —Unverified | 0 |
| Graph Domain Adaptation with Dual-branch Encoder and Two-level Alignment for Whole Slide Image-based Survival Prediction | Nov 21, 2024 | Domain AdaptationGRAPH DOMAIN ADAPTATION | —Unverified | 0 |
| Graph Domain Adaptation with Localized Graph Signal Representations | Nov 7, 2019 | Domain AdaptationGRAPH DOMAIN ADAPTATION | —Unverified | 0 |
| 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 |
| Homophily Enhanced Graph Domain Adaptation | May 26, 2025 | Domain AdaptationGRAPH DOMAIN ADAPTATION | —Unverified | 0 |
