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Graph structure learning

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

Papers

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Showing 101–110 of 132 papers

Title	Date	Tasks	Status	Hype
Mold into a Graph: Efficient Bayesian Optimization over Mixed-Spaces	Feb 2, 2022	Bayesian OptimizationComputational Efficiency	CodeCode Available	0
Balanced Graph Structure Learning for Multivariate Time Series Forecasting	Jan 24, 2022	Graph GenerationGraph Learning	CodeCode Available	0
Evidence-aware Fake News Detection with Graph Neural Networks	Jan 18, 2022	Fake News DetectionGraph structure learning	CodeCode Available	1
Towards Unsupervised Deep Graph Structure Learning	Jan 17, 2022	Contrastive LearningGraph structure learning	CodeCode Available	1
Compact Graph Structure Learning via Mutual Information Compression	Jan 14, 2022	Graph structure learning	CodeCode Available	1
Graph Structure Learning with Variational Information Bottleneck	Dec 16, 2021	Graph structure learning	CodeCode Available	1
Graph Differentiable Architecture Search with Structure Learning	Dec 1, 2021	DenoisingGraph structure learning	—Unverified	0
Deep Unsupervised Active Learning on Learnable Graphs	Nov 8, 2021	Active LearningGraph structure learning	—Unverified	0
Path Signature Area-Based Causal Discovery in Coupled Time Series	Oct 23, 2021	Causal DiscoveryGraph structure learning	CodeCode Available	0
An Empirical Study: Extensive Deep Temporal Point Process	Oct 19, 2021	Graph structure learningVariational Inference	CodeCode Available	1

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