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Graph Sampling

Training GNNs or generating graph embeddings requires graph samples.

Papers

Showing 5160 of 101 papers

TitleStatusHype
Simple yet Effective Graph Distillation via Clustering0
STGIN: Spatial-Temporal Graph Interaction Network for Large-scale POI Recommendation0
SynGraphy: Succinct Summarisation of Large Networks via Small Synthetic Representative Graphs0
Text Graph Transformer for Document Classification0
The Limits of Graph Samplers for Training Inductive Recommender Systems: Extended results0
Towards joint graph learning and sampling set selection from data0
Unsupervised Learning of Morphology with Graph Sampling0
Unveiling Privacy Vulnerabilities: Investigating the Role of Structure in Graph Data0
Adaptive Graph Signal Processing: Algorithms and Optimal Sampling Strategies0
Adaptive Least Mean Squares Estimation of Graph Signals0
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