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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	Score
Learning Latent Graph Structures and their Uncertainty	May 30, 2024	Graph structure learningInductive Bias	CodeCode Available	0	5
Variationally Regularized Graph-based Representation Learning for Electronic Health Records	Dec 8, 2019	DecoderGraph Neural Network	CodeCode Available	0	5
Robust Graph Structure Learning via Multiple Statistical Tests	Oct 8, 2022	Face ClusteringGraph structure learning	CodeCode Available	0	5
UGSL: A Unified Framework for Benchmarking Graph Structure Learning	Aug 21, 2023	BenchmarkingGraph structure learning	CodeCode Available	0	5
Decentralized and Lifelong-Adaptive Multi-Agent Collaborative Learning	Mar 11, 2024	Computational EfficiencyGraph structure learning	CodeCode Available	0	5
Unsupervised Graph Clustering with Deep Structural Entropy	May 20, 2025	ClusteringContrastive Learning	CodeCode Available	0	5
Spectrum Prediction via Graph Structure Learning	Oct 7, 2024	Graph structure learningPrediction	CodeCode Available	0	5
Search to Capture Long-range Dependency with Stacking GNNs for Graph Classification	Feb 17, 2023	Graph ClassificationGraph structure learning	CodeCode Available	0	5
Weighted Graph Structure Learning with Attention Denoising for Node Classification	Mar 15, 2025	ClassificationDenoising	CodeCode Available	0	5
Self-Attention Empowered Graph Convolutional Network for Structure Learning and Node Embedding	Mar 6, 2024	Graph LearningGraph structure learning	CodeCode Available	0	5

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