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Graph Mining

Papers

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Showing 51–100 of 174 papers

TitleStatusHype
Independent Distribution Regularization for Private Graph EmbeddingCode0
Autonomous Graph Mining Algorithm Search with Best Speed/Accuracy Trade-offCode0
A Versatile Framework for Attributed Network Clustering via K-Nearest Neighbor AugmentationCode0
Is Your Large Language Model Knowledgeable or a Choices-Only Cheater?Code0
Fast Maximum k-Plex Algorithms Parameterized by Small Degeneracy GapsCode0
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
False Information on Web and Social Media: A SurveyCode0
Fast Attributed Graph Embedding via Density of StatesCode0
Mathematics Content Understanding for Cyberlearning via Formula Evolution MapCode0
MentorGNN: Deriving Curriculum for Pre-Training GNNsCode0
Fast Graph Condensation with Structure-based Neural Tangent KernelCode0
Model Degradation Hinders Deep Graph Neural NetworksCode0
Blindness to Modality Helps Entailment Graph MiningCode0
AGATHA: Automatic Graph-mining And Transformer based Hypothesis generation ApproachCode0
Overlapping Community Detection using Dynamic Dilated Aggregation in Deep Residual GCNCode0
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
Pitfalls of Graph Neural Network EvaluationCode0
A Multivariate Extreme Value Theory Approach to Anomaly Clustering and VisualizationCode0
Contrastive Meta-Learning for Few-shot Node ClassificationCode0
Revisiting the Message Passing in Heterophilous Graph Neural NetworksCode0
GPT4Graph: Can Large Language Models Understand Graph Structured Data ? An Empirical Evaluation and BenchmarkingCode0
Accurate and Fast Estimation of Temporal Motifs using Path SamplingCode0
Covering a Graph with Dense Subgraph Families, via Triangle-Rich SetsCode0
SliceNDice: Mining Suspicious Multi-attribute Entity Groups with Multi-view GraphsCode0
Sirius: Visualization of Mixed Features as a Mutual Information Network GraphCode0
Less is More: SlimG for Accurate, Robust, and Interpretable Graph MiningCode0
Accelerating COVID-19 research with graph mining and transformer-based learningCode0
The Generalized Mean Densest Subgraph ProblemCode0
A Robust and Generalized Framework for Adversarial Graph EmbeddingCode0
Permutation-equivariant and Proximity-aware Graph Neural Networks with Stochastic Message PassingCode0
Graph-Skeleton: ~1% Nodes are Sufficient to Represent Billion-Scale GraphCode0
Toward Structure Fairness in Dynamic Graph Embedding: A Trend-aware Dual Debiasing ApproachCode0
Deep Network Embedding for Graph Representation Learning in Signed NetworksCode0
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
Data-driven development of cycle prediction models for lithium metal batteries using multi modal mining—0
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