SOTAVerified

GRAPH DOMAIN ADAPTATION

Papers

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Showing 26–40 of 40 papers

TitleStatusHype
GDA-HIN: A Generalized Domain Adaptive Model across Heterogeneous Information Networks—0
SA-GDA: Spectral Augmentation for Graph Domain Adaptation—0
On the Benefits of Attribute-Driven Graph Domain Adaptation—0
Semi-supervised Domain Adaptation in Graph Transfer Learning—0
Coarse-to-fine Knowledge Graph Domain Adaptation based on Distantly-supervised Iterative Training—0
Pave Your Own Path: Graph Gradual Domain Adaptation on Fused Gromov-Wasserstein Geodesics—0
Degree-Conscious Spiking Graph for Cross-Domain Adaptation—0
Domain Adaptation on Graphs by Learning Graph Topologies: Theoretical Analysis and an Algorithm—0
Rank and Align: Towards Effective Source-free Graph Domain Adaptation—0
Domain Adaptive Unfolded Graph Neural Networks—0
Aggregate to Adapt: Node-Centric Aggregation for Multi-Source-Free Graph Domain Adaptation—0
Core Knowledge Learning Framework for Graph Adaptation and Scalability Learning—0
Gradual Domain Adaptation for Graph Learning—0
Graph Domain Adaptation: A Generative View—0
Bridged-GNN: Knowledge Bridge Learning for Effective Knowledge Transfer—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GALAAccuracy56.5—Unverified