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Graph structure learning

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

Papers

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Showing 51–75 of 132 papers

TitleStatusHype
Collective Relational Inference for learning heterogeneous interactions—0
Concept Factorization via Self-Representation and Adaptive Graph Structure Learning—0
A Survey on Graph Structure Learning: Progress and Opportunities—0
DeepRicci: Self-supervised Graph Structure-Feature Co-Refinement for Alleviating Over-squashing—0
Deep Unsupervised Active Learning on Learnable Graphs—0
Drug Synergistic Combinations Predictions via Large-Scale Pre-Training and Graph Structure Learning—0
Talos: A More Effective and Efficient Adversarial Defense for GNN Models Based on the Global Homophily of Graphs—0
Exploring High-Order Structure for Robust Graph Structure Learning—0
Extracting Inter-Protein Interactions Via Multitasking Graph Structure Learning—0
Fine-grained graph representation learning for heterogeneous mobile networks with attentive fusion and contrastive learning—0
GaGSL: Global-augmented Graph Structure Learning via Graph Information Bottleneck—0
GEDI: A Graph-based End-to-end Data Imputation Framework—0
GRAPE: Heterogeneous Graph Representation Learning for Genetic Perturbation with Coding and Non-Coding Biotype—0
Graph-DETR3D: Rethinking Overlapping Regions for Multi-View 3D Object Detection—0
Graph Differentiable Architecture Search with Structure Learning—0
GraphFLEx: Structure Learning Framework for Large Expanding Graphs—0
Graph Generation with Variational Recurrent Neural Network—0
Graph Neural Networks in Histopathology: Emerging Trends and Future Directions—0
Graph Structural Residuals: A Learning Approach to Diagnosis—0
Graph Structure Inference with BAM: Introducing the Bilinear Attention Mechanism—0
Graph Structure Learning from Unlabeled Data for Event Detection—0
Graph Structure Learning with Bi-level Optimization—0
Graph Structure Learning with Interpretable Bayesian Neural Networks—0
Heterogeneous Graph Structure Learning through the Lens of Data-generating Processes—0
HFN: Heterogeneous Feature Network for Multivariate Time Series Anomaly Detection—0
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