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Graph structure learning

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

Papers

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Showing 1–10 of 132 papers

TitleStatusHype
GraphER: A Structure-aware Text-to-Graph Model for Entity and Relation ExtractionCode2
GraphEdit: Large Language Models for Graph Structure LearningCode2
Graph Structure Learning for Robust Graph Neural NetworksCode2
NodeFormer: A Scalable Graph Structure Learning Transformer for Node ClassificationCode2
Beyond Redundancy: Information-aware Unsupervised Multiplex Graph Structure LearningCode1
Adversarial Contrastive Learning for Evidence-aware Fake News Detection with Graph Neural NetworksCode1
Directed Acyclic Graph Structure Learning from Dynamic GraphsCode1
A Tale of Two Graphs: Freezing and Denoising Graph Structures for Multimodal RecommendationCode1
Deep Iterative and Adaptive Learning for Graph Neural NetworksCode1
Boosting Graph Structure Learning with Dummy NodesCode1
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