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Graph Mining

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Showing 101–150 of 174 papers

TitleStatusHype
Sequential Motif Profiles and Topological Plots for Offline Signature Verification—0
Signed Directed Graph Contrastive Learning with Laplacian Augmentation—0
SynGraphy: Succinct Summarisation of Large Networks via Small Synthetic Representative Graphs—0
Time-aware Dynamic Graph Embedding for Asynchronous Structural Evolution—0
TopicBERT: A Transformer transfer learning based memory-graph approach for multimodal streaming social media topic detection—0
Towards Graph Prompt Learning: A Survey and Beyond—0
Towards Scalable and Deep Graph Neural Networks via Noise Masking—0
Towards Unbiased Federated Graph Learning: Label and Topology Perspectives—0
Trajectory Flow Map: Graph-based Approach to Analysing Temporal Evolution of Aggregated Traffic Flows in Large-scale Urban Networks—0
Transferable Graph Backdoor Attack—0
TwitterMancer: Predicting Interactions on Twitter Accurately—0
Unsupervised Person Slot Filling based on Graph Mining—0
Visual Graph Mining—0
Web Scale Graph Mining for Cyber Threat Intelligence—0
Geometric Matrix Completion via Sylvester Multi-Graph Neural Network—0
Gophormer: Ego-Graph Transformer for Node Classification—0
Graph-Aware Language Model Pre-Training on a Large Graph Corpus Can Help Multiple Graph Applications—0
GraphMineSuite: Enabling High-Performance and Programmable Graph Mining Algorithms with Set Algebra—0
Graph Mining for Cybersecurity: A Survey—0
Graph Mining Meets Crowdsourcing: Extracting Experts for Answer Aggregation—0
Graph Mining under Data scarcity—0
Graph Neural Network Surrogates of Fair Graph Filtering—0
Graph Sanitation with Application to Node Classification—0
AKE-GNN: Effective Graph Learning with Adaptive Knowledge Exchange—0
GSim: A Graph Neural Network based Relevance Measure for Heterogeneous Graphs—0
Hcore-Init: Neural Network Initialization based on Graph Degeneracy—0
Heterophilous Distribution Propagation for Graph Neural Networks—0
Fast Graph Condensation with Structure-based Neural Tangent KernelCode0
Model Degradation Hinders Deep Graph Neural NetworksCode0
Attention Models in Graphs: A SurveyCode0
GPT4Graph: Can Large Language Models Understand Graph Structured Data ? An Empirical Evaluation and BenchmarkingCode0
Fast Attributed Graph Embedding via Density of StatesCode0
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
Overlapping Community Detection using Dynamic Dilated Aggregation in Deep Residual GCNCode0
False Information on Web and Social Media: A SurveyCode0
Graph-Skeleton: ~1% Nodes are Sufficient to Represent Billion-Scale GraphCode0
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
NetEffect: Discovery and Exploitation of Generalized Network EffectsCode0
Higher-Order GNNs Meet Efficiency: Sparse Sobolev Graph Neural NetworksCode0
High Quality, Scalable and Parallel Community Detectionfor Large Real GraphsCode0
Pitfalls of Graph Neural Network EvaluationCode0
AGATHA: Automatic Graph-mining And Transformer based Hypothesis generation ApproachCode0
Unsupervised Network Embedding for Graph Visualization, Clustering and ClassificationCode0
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