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Graph structure learning

Semi-supervised node classification when a graph structure is not available.

Papers

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Showing 21–30 of 132 papers

TitleStatusHype
Directed Acyclic Graph Structure Learning from Dynamic GraphsCode1
Spatio-Temporal Meta-Graph Learning for Traffic ForecastingCode1
Modeling Multivariate Biosignals With Graph Neural Networks and Structured State Space ModelsCode1
A Tale of Two Graphs: Freezing and Denoising Graph Structures for Multimodal RecommendationCode1
Self-Supervised Graph Structure Refinement for Graph Neural NetworksCode1
pyGSL: A Graph Structure Learning ToolkitCode1
HyperMiner: Topic Taxonomy Mining with Hyperbolic EmbeddingCode1
Regularized Graph Structure Learning with Semantic Knowledge for Multi-variates Time-Series ForecastingCode1
Adversarial Contrastive Learning for Evidence-aware Fake News Detection with Graph Neural NetworksCode1
Position-aware Structure Learning for Graph Topology-imbalance by Relieving Under-reaching and Over-squashingCode1
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