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GRAPH DOMAIN ADAPTATION

Papers

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Showing 26–40 of 40 papers

TitleStatusHype
Can Modifying Data Address Graph Domain Adaptation?Code0
Core Knowledge Learning Framework for Graph Adaptation and Scalability Learning—0
Collaborate to Adapt: Source-Free Graph Domain Adaptation via Bi-directional AdaptationCode0
Graph Learning under Distribution Shifts: A Comprehensive Survey on Domain Adaptation, Out-of-distribution, and Continual Learning—0
Semi-supervised Domain Adaptation in Graph Transfer Learning—0
Domain-adaptive Message Passing Graph Neural NetworkCode0
Bridged-GNN: Knowledge Bridge Learning for Effective Knowledge Transfer—0
Coarse-to-fine Knowledge Graph Domain Adaptation based on Distantly-supervised Iterative Training—0
Source Free Unsupervised Graph Domain AdaptationCode0
Graph Domain Adaptation: A Generative View—0
GDA-HIN: A Generalized Domain Adaptive Model across Heterogeneous Information Networks—0
Graph Domain Adaptation for Alignment-Invariant Brain Surface Segmentation—0
Graph Domain Adaptation with Localized Graph Signal Representations—0
Graph Transfer Learning via Adversarial Domain Adaptation with Graph ConvolutionCode0
Domain Adaptation on Graphs by Learning Graph Topologies: Theoretical Analysis and an Algorithm—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GALAAccuracy56.5—Unverified