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Graph structure learning

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

Papers

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Showing 76–100 of 132 papers

TitleStatusHype
Boolean Product Graph Neural Networks—0
Bridging Large Language Models and Graph Structure Learning Models for Robust Representation Learning—0
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
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