| 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 |
| GALA: Graph Diffusion-based Alignment with Jigsaw for Source-free Domain Adaptation | Oct 22, 2024 | 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 |
| 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 |
| Adversarial Deep Network Embedding for Cross-network Node Classification | Feb 18, 2020 | ClassificationDomain Adaptation | CodeCode Available | 1 |
| DANE: Domain Adaptive Network Embedding | Jun 3, 2019 | Domain AdaptationGRAPH DOMAIN ADAPTATION | CodeCode Available | 1 |
| BotTrans: A Multi-Source Graph Domain Adaptation Approach for Social Bot Detection | Jun 12, 2025 | Domain AdaptationGRAPH DOMAIN ADAPTATION | CodeCode Available | 0 |
| Homophily Enhanced Graph Domain Adaptation | May 26, 2025 | Domain AdaptationGRAPH DOMAIN ADAPTATION | —Unverified | 0 |
| GCAL: Adapting Graph Models to Evolving Domain Shifts | May 22, 2025 | Bilevel OptimizationDomain Adaptation | CodeCode Available | 0 |
| Pave Your Own Path: Graph Gradual Domain Adaptation on Fused Gromov-Wasserstein Geodesics | May 19, 2025 | Domain AdaptationGRAPH DOMAIN ADAPTATION | —Unverified | 0 |
| Aggregate to Adapt: Node-Centric Aggregation for Multi-Source-Free Graph Domain Adaptation | Feb 5, 2025 | Domain AdaptationGRAPH DOMAIN ADAPTATION | —Unverified | 0 |
| On the Benefits of Attribute-Driven Graph Domain Adaptation | Feb 4, 2025 | AttributeDomain Adaptation | —Unverified | 0 |
| Gradual Domain Adaptation for Graph Learning | Jan 29, 2025 | Domain AdaptationGRAPH DOMAIN ADAPTATION | —Unverified | 0 |
| Smoothness Really Matters: A Simple Yet Effective Approach for Unsupervised Graph Domain Adaptation | Dec 16, 2024 | Domain AdaptationGRAPH DOMAIN ADAPTATION | CodeCode Available | 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 |
| Domain Adaptive Unfolded Graph Neural Networks | Nov 20, 2024 | Domain AdaptationGRAPH DOMAIN ADAPTATION | —Unverified | 0 |
| Degree-Conscious Spiking Graph for Cross-Domain Adaptation | Oct 9, 2024 | ClassificationDomain Adaptation | —Unverified | 0 |
| DELTA: Dual Consistency Delving with Topological Uncertainty for Active Graph Domain Adaptation | Sep 13, 2024 | Domain AdaptationGRAPH DOMAIN ADAPTATION | CodeCode Available | 0 |
| Rank and Align: Towards Effective Source-free Graph Domain Adaptation | Aug 22, 2024 | Domain AdaptationGRAPH DOMAIN ADAPTATION | —Unverified | 0 |
| SA-GDA: Spectral Augmentation for Graph Domain Adaptation | Aug 17, 2024 | Domain AdaptationGRAPH DOMAIN ADAPTATION | —Unverified | 0 |
