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Graph structure learning

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

Papers

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Showing 61–70 of 132 papers

Title	Date	Tasks	Status	Hype
RDGSL: Dynamic Graph Representation Learning with Structure Learning	Sep 5, 2023	Graph Representation LearningGraph structure learning	CodeCode Available	0
UGSL: A Unified Framework for Benchmarking Graph Structure Learning	Aug 21, 2023	BenchmarkingGraph structure learning	CodeCode Available	0
Graph Structural Residuals: A Learning Approach to Diagnosis	Aug 14, 2023	DiagnosticGraph structure learning	—Unverified	0
Homophily-enhanced Structure Learning for Graph Clustering	Aug 10, 2023	ClusteringGraph Clustering	CodeCode Available	1
Transferable Graph Structure Learning for Graph-based Traffic Forecasting Across Cities	Aug 4, 2023	Graph structure learningKnowledge Distillation	CodeCode Available	1
Robust Graph Structure Learning with the Alignment of Features and Adjacency Matrix	Jul 5, 2023	Graph structure learning	—Unverified	0
GraphGLOW: Universal and Generalizable Structure Learning for Graph Neural Networks	Jun 20, 2023	Graph structure learning	CodeCode Available	1
OpenGSL: A Comprehensive Benchmark for Graph Structure Learning	Jun 17, 2023	Graph structure learningRepresentation Learning	CodeCode Available	0
NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classification	Jun 14, 2023	Graph structure learningimage-classification	CodeCode Available	2
Time-aware Graph Structure Learning via Sequence Prediction on Temporal Graphs	Jun 13, 2023	Contrastive LearningData Augmentation	CodeCode Available	1

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