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Graph structure learning

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

Papers

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Showing 26–50 of 132 papers

TitleStatusHype
DSLR: Diversity Enhancement and Structure Learning for Rehearsal-based Graph Continual LearningCode1
Graph Structure Learning with Variational Information BottleneckCode1
Semantic-Fused Multi-Granularity Cross-City Traffic PredictionCode1
Adversarial Contrastive Learning for Evidence-aware Fake News Detection with Graph Neural NetworksCode1
An Empirical Study: Extensive Deep Temporal Point ProcessCode1
LAN: Learning Adaptive Neighbors for Real-Time Insider Threat DetectionCode1
S^2GSL: Incorporating Segment to Syntactic Enhanced Graph Structure Learning for Aspect-based Sentiment AnalysisCode1
Position-aware Structure Learning for Graph Topology-imbalance by Relieving Under-reaching and Over-squashingCode1
pyGSL: A Graph Structure Learning ToolkitCode1
Deep Iterative and Adaptive Learning for Graph Neural NetworksCode1
GSLB: The Graph Structure Learning BenchmarkCode1
Graph-Bert: Only Attention is Needed for Learning Graph RepresentationsCode1
Boosting Graph Structure Learning with Dummy NodesCode1
A Tale of Two Graphs: Freezing and Denoising Graph Structures for Multimodal RecommendationCode1
SE-GSL: A General and Effective Graph Structure Learning Framework through Structural Entropy OptimizationCode1
Transferable Graph Structure Learning for Graph-based Traffic Forecasting Across CitiesCode1
Self-Supervised Graph Structure Refinement for Graph Neural NetworksCode1
MegaCRN: Meta-Graph Convolutional Recurrent Network for Spatio-Temporal ModelingCode1
Spatio-Temporal Meta-Graph Learning for Traffic ForecastingCode1
GraphGLOW: Universal and Generalizable Structure Learning for Graph Neural NetworksCode1
OpenGSL: A Comprehensive Benchmark for Graph Structure LearningCode0
DynDepNet: Learning Time-Varying Dependency Structures from fMRI Data via Dynamic Graph Structure LearningCode0
Path Signature Area-Based Causal Discovery in Coupled Time SeriesCode0
Motif-driven Subgraph Structure Learning for Graph ClassificationCode0
Variationally Regularized Graph-based Representation Learning for Electronic Health RecordsCode0
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