SOTAVerified

GRAPH DOMAIN ADAPTATION

Papers

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Showing 26–40 of 40 papers

TitleStatusHype
Domain Adaptive Unfolded Graph Neural 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
Aggregate to Adapt: Node-Centric Aggregation for Multi-Source-Free Graph Domain Adaptation—0
Pave Your Own Path: Graph Gradual Domain Adaptation on Fused Gromov-Wasserstein Geodesics—0
Graph Transfer Learning via Adversarial Domain Adaptation with Graph ConvolutionCode0
Domain-adaptive Message Passing Graph Neural NetworkCode0
GCAL: Adapting Graph Models to Evolving Domain ShiftsCode0
DELTA: Dual Consistency Delving with Topological Uncertainty for Active Graph Domain AdaptationCode0
Smoothness Really Matters: A Simple Yet Effective Approach for Unsupervised Graph Domain AdaptationCode0
BotTrans: A Multi-Source Graph Domain Adaptation Approach for Social Bot DetectionCode0
Source Free Unsupervised Graph Domain AdaptationCode0
Can Modifying Data Address Graph Domain Adaptation?Code0
Collaborate to Adapt: Source-Free Graph Domain Adaptation via Bi-directional AdaptationCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GALAAccuracy56.5—Unverified