SOTAVerified

Graph Sampling

Training GNNs or generating graph embeddings requires graph samples.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–75 of 101 papers

TitleStatusHype
Simple yet Effective Graph Distillation via Clustering—0
STGIN: Spatial-Temporal Graph Interaction Network for Large-scale POI Recommendation—0
SynGraphy: Succinct Summarisation of Large Networks via Small Synthetic Representative Graphs—0
Text Graph Transformer for Document Classification—0
The Limits of Graph Samplers for Training Inductive Recommender Systems: Extended results—0
Towards joint graph learning and sampling set selection from data—0
Unsupervised Learning of Morphology with Graph Sampling—0
Unveiling Privacy Vulnerabilities: Investigating the Role of Structure in Graph Data—0
Adaptive Graph Signal Processing: Algorithms and Optimal Sampling Strategies—0
Adaptive Least Mean Squares Estimation of Graph Signals—0
A Poincaré Inequality and Consistency Results for Signal Sampling on Large Graphs—0
A Sampling Theory Perspective of Graph-based Semi-supervised Learning—0
Bayesian structure learning and sampling of Bayesian networks with the R package BiDAG—0
Bearing Fault Diagnosis using Graph Sampling and Aggregation Network—0
Beyond Self-Repellent Kernels: History-Driven Target Towards Efficient Nonlinear MCMC on General Graphs—0
BMG-Q: Localized Bipartite Match Graph Attention Q-Learning for Ride-Pooling Order Dispatch—0
Classification of developmental and brain disorders via graph convolutional aggregation—0
Counting Motifs with Graph Sampling—0
DiskGNN: Bridging I/O Efficiency and Model Accuracy for Out-of-Core GNN Training—0
Distributed Graph Neural Network Inference With Just-In-Time Compilation For Industry-Scale Graphs—0
Dynamic Sensor Placement Based on Sampling Theory for Graph Signals—0
Edge Sampling of Graphs: Graph Signal Processing Approach With Edge Smoothness—0
Efficient Directed Graph Sampling via Gershgorin Disc Alignment—0
Efficient Signed Graph Sampling via Balancing & Gershgorin Disc Perfect Alignment—0
Evaluating Graph Signal Processing for Neuroimaging Through Classification and Dimensionality Reduction—0
Show:102550
← PrevPage 3 of 5Next →

No leaderboard results yet.