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Graph Mining

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Showing 101–150 of 174 papers

TitleStatusHype
Incorporating Temporal Information in Entailment Graph MiningCode0
Detecting Communities from Heterogeneous Graphs: A Context Path-based Graph Neural Network ModelCode1
Discourse Analysis of Covid-19 in Persian Twitter Social Networks Using Graph Mining and Natural Language Processing—0
Evaluating Deep Graph Neural NetworksCode0
A Survey on Role-Oriented Network EmbeddingCode1
Zero-Shot Scene Graph Relation Prediction through Commonsense Knowledge IntegrationCode1
Federated Graph Classification over Non-IID GraphsCode1
Subgraph Federated Learning with Missing Neighbor GenerationCode1
BinarizedAttack: Structural Poisoning Attacks to Graph-based Anomaly DetectionCode0
AKE-GNN: Effective Graph Learning with Adaptive Knowledge Exchange—0
Sirius: Visualization of Mixed Features as a Mutual Information Network GraphCode0
The Generalized Mean Densest Subgraph ProblemCode0
Differentially Private Densest Subgraph Detection—0
Motif Prediction with Graph Neural Networks—0
A Robust and Generalized Framework for Adversarial Graph EmbeddingCode0
Graph Sanitation with Application to Node Classification—0
Identity Inference on Blockchain using Graph Neural NetworkCode0
Theoretically Improving Graph Neural Networks via Anonymous Walk Graph KernelsCode1
GraphMineSuite: Enabling High-Performance and Programmable Graph Mining Algorithms with Set Algebra—0
Accelerating COVID-19 research with graph mining and transformer-based learningCode0
PSpan:Mining Frequent Subnets of Petri Nets—0
Twitch Gamers: a Dataset for Evaluating Proximity Preserving and Structural Role-based Node EmbeddingsCode1
Investigating ADR mechanisms with knowledge graph mining and explainable AI—0
Autonomous Graph Mining Algorithm Search with Best Speed/Accuracy Trade-offCode0
How much progress have we made in neural network training? A New Evaluation Protocol for Benchmarking Optimizers—0
Permutation-equivariant and Proximity-aware Graph Neural Networks with Stochastic Message PassingCode0
Enhancing Graph Neural Network-based Fraud Detectors against Camouflaged FraudstersCode1
Mining Large Quasi-cliques with Quality Guarantees from Vertex Neighborhoods—0
TopicBERT: A Transformer transfer learning based memory-graph approach for multimodal streaming social media topic detection—0
Adversarial Directed Graph EmbeddingCode1
Interactive Text Graph Mining with a Prolog-based Dialog EngineCode1
Online Dense Subgraph Discovery via Blurred-Graph Feedback—0
Unsupervised Differentiable Multi-aspect Network EmbeddingCode1
Persona2vec: A Flexible Multi-role Representations Learning Framework for GraphsCode1
Learning Opinion Dynamics From Social TracesCode1
Sequential Motif Profiles and Topological Plots for Offline Signature Verification—0
Hcore-Init: Neural Network Initialization based on Graph Degeneracy—0
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on GraphsCode1
EvoNet: A Neural Network for Predicting the Evolution of Dynamic Graphs—0
AGATHA: Automatic Graph-mining And Transformer based Hypothesis generation ApproachCode0
Customized Graph Embedding: Tailoring Embedding Vectors to different Applications—0
Diagonal Graph Convolutional Networks with Adaptive Neighborhood Aggregation—0
SliceNDice: Mining Suspicious Multi-attribute Entity Groups with Multi-view GraphsCode0
A Multivariate Extreme Value Theory Approach to Anomaly Clustering and VisualizationCode0
Identifying Illicit Accounts in Large Scale E-payment Networks -- A Graph Representation Learning Approach—0
Graph Mining Meets Crowdsourcing: Extracting Experts for Answer Aggregation—0
TwitterMancer: Predicting Interactions on Twitter Accurately—0
Discovering Bands from Graphs—0
Unsupervised Network Embedding for Graph Visualization, Clustering and ClassificationCode0
Deep Network Embedding for Graph Representation Learning in Signed NetworksCode0
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