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Graph structure learning

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

Papers

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Showing 51–60 of 132 papers

Title	Date	Tasks	Status	Hype	Score
Graph Structure Learning for Spatial-Temporal Imputation: Adapting to Node and Feature Scales	Dec 24, 2024	Graph structure learningImputation	CodeCode Available	0	5
RDGSL: Dynamic Graph Representation Learning with Structure Learning	Sep 5, 2023	Graph Representation LearningGraph structure learning	CodeCode Available	0	5
Path Signature Area-Based Causal Discovery in Coupled Time Series	Oct 23, 2021	Causal DiscoveryGraph structure learning	CodeCode Available	0	5
Variationally Regularized Graph-based Representation Learning for Electronic Health Records	Dec 8, 2019	DecoderGraph Neural Network	CodeCode Available	0	5
DG-Mamba: Robust and Efficient Dynamic Graph Structure Learning with Selective State Space Models	Dec 11, 2024	Graph structure learningInformativeness	CodeCode Available	0	5
GraphFlow: Exploiting Conversation Flow with Graph Neural Networks for Conversational Machine Comprehension	Jul 31, 2019	Graph Neural NetworkGraph structure learning	CodeCode Available	0	5
DEGNN: Dual Experts Graph Neural Network Handling Both Edge and Node Feature Noise	Apr 14, 2024	Graph Neural NetworkGraph structure learning	CodeCode Available	0	5
Mold into a Graph: Efficient Bayesian Optimization over Mixed-Spaces	Feb 2, 2022	Bayesian OptimizationComputational Efficiency	CodeCode Available	0	5
Motif-driven Subgraph Structure Learning for Graph Classification	Jun 13, 2024	ClassificationGraph Classification	CodeCode Available	0	5
Learning Social Graph for Inactive User Recommendation	May 8, 2024	Graph structure learningRecommendation Systems	CodeCode Available	0	5

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