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GRAPH DOMAIN ADAPTATION

Papers

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Showing 21–30 of 40 papers

TitleStatusHype
Domain Adaptive Unfolded Graph Neural Networks—0
Degree-Conscious Spiking Graph for Cross-Domain Adaptation—0
DELTA: Dual Consistency Delving with Topological Uncertainty for Active Graph Domain AdaptationCode0
Rank and Align: Towards Effective Source-free Graph Domain Adaptation—0
SA-GDA: Spectral Augmentation for Graph Domain Adaptation—0
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
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GALAAccuracy56.5—Unverified