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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
A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge GraphsCode0
PeakWeather: MeteoSwiss Weather Station Measurements for Spatiotemporal Deep LearningCode1
Unsupervised Graph Clustering with Deep Structural EntropyCode0
MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow—0
GraphFLEx: Structure Learning Framework for Large Expanding Graphs—0
GRAPE: Heterogeneous Graph Representation Learning for Genetic Perturbation with Coding and Non-Coding Biotype—0
Concept Factorization via Self-Representation and Adaptive Graph Structure Learning—0
Rethinking Graph Structure Learning in the Era of LLMs—0
Weighted Graph Structure Learning with Attention Denoising for Node ClassificationCode0
Spatio-Temporal Graph Structure Learning for Earthquake DetectionCode0
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