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Graph Mining

Papers

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Showing 51–100 of 174 papers

TitleStatusHype
A Survey on Fairness for Machine Learning on GraphsCode0
A Versatile Framework for Attributed Network Clustering via K-Nearest Neighbor AugmentationCode0
Accurate and Fast Estimation of Temporal Motifs using Path SamplingCode0
Is Your Large Language Model Knowledgeable or a Choices-Only Cheater?Code0
Identity Inference on Blockchain using Graph Neural NetworkCode0
Covering a Graph with Dense Subgraph Families, via Triangle-Rich SetsCode0
Fast Maximum k-Plex Algorithms Parameterized by Small Degeneracy GapsCode0
Attention Models in Graphs: A SurveyCode0
Evaluating Deep Graph Neural NetworksCode0
BinarizedAttack: Structural Poisoning Attacks to Graph-based Anomaly DetectionCode0
Exploring the Semantic Content of Unsupervised Graph Embeddings: An Empirical StudyCode0
Accelerating COVID-19 research with graph mining and transformer-based learningCode0
False Information on Web and Social Media: A SurveyCode0
SliceNDice: Mining Suspicious Multi-attribute Entity Groups with Multi-view GraphsCode0
Fast Attributed Graph Embedding via Density of StatesCode0
Fast Graph Condensation with Structure-based Neural Tangent KernelCode0
Mathematics Content Understanding for Cyberlearning via Formula Evolution MapCode0
MentorGNN: Deriving Curriculum for Pre-Training GNNsCode0
Sirius: Visualization of Mixed Features as a Mutual Information Network GraphCode0
Less is More: SlimG for Accurate, Robust, and Interpretable Graph MiningCode0
Blindness to Modality Helps Entailment Graph MiningCode0
Model Degradation Hinders Deep Graph Neural NetworksCode0
AGATHA: Automatic Graph-mining And Transformer based Hypothesis generation ApproachCode0
Transition Propagation Graph Neural Networks for Temporal NetworksCode0
Unveiling Global Interactive Patterns across Graphs: Towards Interpretable Graph Neural NetworksCode0
A Robust and Generalized Framework for Adversarial Graph EmbeddingCode0
Higher-Order GNNs Meet Efficiency: Sparse Sobolev Graph Neural NetworksCode0
The Generalized Mean Densest Subgraph ProblemCode0
NetEffect: Discovery and Exploitation of Generalized Network EffectsCode0
Overlapping Community Detection using Dynamic Dilated Aggregation in Deep Residual GCNCode0
Wikipedia graph mining: dynamic structure of collective memoryCode0
PGB: A PubMed Graph Benchmark for Heterogeneous Network Representation LearningCode0
Connecting the Dots: What Graph-Based Text Representations Work Best for Text Classification Using Graph Neural Networks?Code0
Permutation-equivariant and Proximity-aware Graph Neural Networks with Stochastic Message PassingCode0
Pitfalls of Graph Neural Network EvaluationCode0
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
M3: Scaling Up Machine Learning via Memory Mapping—0
Adaptive Depth Graph Attention Networks—0
Analysis of Insect-Plant Interactions Affected by Mining Operations, A Graph Mining Approach—0
Anomaly Detection in Dynamic Graphs: A Comprehensive Survey—0
Attributed Graph Mining and Matching: An Attempt to Define and Extract Soft Attributed Patterns—0
A Web-based Interactive Visual Graph Analytics Platform—0
Boosting Graph Neural Networks via Adaptive Knowledge Distillation—0
ChebMixer: Efficient Graph Representation Learning with MLP Mixer—0
Contrastive Graph Few-Shot Learning—0
Cost Aware Untargeted Poisoning Attack against Graph Neural Networks,—0
Customized Graph Embedding: Tailoring Embedding Vectors to different Applications—0
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