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Graph Mining

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Showing 126–150 of 174 papers

TitleStatusHype
Heterophilous Distribution Propagation for Graph Neural Networks—0
High Quality, Scalable and Parallel Community Detectionfor Large Real Graphs—0
How much progress have we made in neural network training? A New Evaluation Protocol for Benchmarking Optimizers—0
Fast Graph Condensation with Structure-based Neural Tangent KernelCode0
Autonomous Graph Mining Algorithm Search with Best Speed/Accuracy Trade-offCode0
Model Degradation Hinders Deep Graph Neural NetworksCode0
GPT4Graph: Can Large Language Models Understand Graph Structured Data ? An Empirical Evaluation and BenchmarkingCode0
Fast Attributed Graph Embedding via Density of StatesCode0
Attention Models in Graphs: A SurveyCode0
Accelerating COVID-19 research with graph mining and transformer-based learningCode0
A Survey on Fairness for Machine Learning on GraphsCode0
Deep Network Embedding for Graph Representation Learning in Signed NetworksCode0
The Generalized Mean Densest Subgraph ProblemCode0
Covering a Graph with Dense Subgraph Families, via Triangle-Rich SetsCode0
Permutation-equivariant and Proximity-aware Graph Neural Networks with Stochastic Message PassingCode0
False Information on Web and Social Media: A SurveyCode0
Graph-Skeleton: ~1% Nodes are Sufficient to Represent Billion-Scale GraphCode0
Overlapping Community Detection using Dynamic Dilated Aggregation in Deep Residual GCNCode0
Contrastive Meta-Learning for Few-shot Node ClassificationCode0
PGB: A PubMed Graph Benchmark for Heterogeneous Network Representation LearningCode0
A Robust and Generalized Framework for Adversarial Graph EmbeddingCode0
Higher-Order GNNs Meet Efficiency: Sparse Sobolev Graph Neural NetworksCode0
NetEffect: Discovery and Exploitation of Generalized Network EffectsCode0
Pitfalls of Graph Neural Network EvaluationCode0
AGATHA: Automatic Graph-mining And Transformer based Hypothesis generation ApproachCode0
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