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Graph Mining

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Showing 1–50 of 174 papers

TitleStatusHype
Efficient Parallel Genetic Algorithm for Perturbed Substructure Optimization in Complex NetworkCode2
DGCLUSTER: A Neural Framework for Attributed Graph Clustering via Modularity MaximizationCode1
Graph Sequential Neural ODE Process for Link Prediction on Dynamic and Sparse GraphsCode1
When Heterophily Meets Heterogeneity: Challenges and a New Large-Scale Graph BenchmarkCode1
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on GraphsCode1
When Graph Neural Network Meets Causality: Opportunities, Methodologies and An OutlookCode1
NAGphormer: A Tokenized Graph Transformer for Node Classification in Large GraphsCode1
Relphormer: Relational Graph Transformer for Knowledge Graph RepresentationsCode1
TigerLily: Finding drug interactions in silico with the GraphCode1
User Modeling in the Era of Large Language Models: Current Research and Future DirectionsCode1
Enhancing Graph Neural Network-based Fraud Detectors against Camouflaged FraudstersCode1
Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across CitiesCode1
Beyond Homophily: Structure-aware Path Aggregation Graph Neural NetworkCode1
Task-Adaptive Few-shot Node ClassificationCode1
Revisiting Modularity Maximization for Graph Clustering: A Contrastive Learning PerspectiveCode1
Learning Opinion Dynamics From Social TracesCode1
Persona2vec: A Flexible Multi-role Representations Learning Framework for GraphsCode1
Reinforcement learning on graphs: A surveyCode1
Subgraph Federated Learning with Missing Neighbor GenerationCode1
Theoretically Improving Graph Neural Networks via Anonymous Walk Graph KernelsCode1
Twitch Gamers: a Dataset for Evaluating Proximity Preserving and Structural Role-based Node EmbeddingsCode1
Unsupervised Differentiable Multi-aspect Network EmbeddingCode1
Fine-tuning Graph Neural Networks by Preserving Graph Generative PatternsCode1
Graph Auto-Encoder Via Neighborhood Wasserstein ReconstructionCode1
Zero-Shot Scene Graph Relation Prediction through Commonsense Knowledge IntegrationCode1
Code Recommendation for Open Source Software DevelopersCode1
From Time Series to Networks in R with the ts2net PackageCode1
Federated Graph Classification over Non-IID GraphsCode1
GAT-COBO: Cost-Sensitive Graph Neural Network for Telecom Fraud DetectionCode1
Correlation-Aware Graph Convolutional Networks for Multi-Label Node ClassificationCode1
A Survey on Role-Oriented Network EmbeddingCode1
FedEgo: Privacy-preserving Personalized Federated Graph Learning with Ego-graphsCode1
All the World's a (Hyper)Graph: A Data DramaCode1
Interactive Text Graph Mining with a Prolog-based Dialog EngineCode1
Fairness in Graph Mining: A SurveyCode1
OAG-Bench: A Human-Curated Benchmark for Academic Graph MiningCode1
Refining Wikidata Taxonomy using Large Language ModelsCode1
Detecting Communities from Heterogeneous Graphs: A Context Path-based Graph Neural Network ModelCode1
Adversarial Directed Graph EmbeddingCode1
Geometric Matrix Completion via Sylvester Multi-Graph Neural Network—0
Contrastive Graph Few-Shot Learning—0
Functional2Structural: Cross-Modality Brain Networks Representation Learning—0
Gophormer: Ego-Graph Transformer for Node Classification—0
ChebMixer: Efficient Graph Representation Learning with MLP Mixer—0
FocusedCleaner: Sanitizing Poisoned Graphs for Robust GNN-based Node Classification—0
Enhancing Supply Chain Transparency in Emerging Economies Using Online Contents and LLMs—0
Boosting Graph Neural Networks via Adaptive Knowledge Distillation—0
Anomaly Detection in Dynamic Graphs: A Comprehensive Survey—0
Fouille de graphes sous contraintes linguistiques pour l'exploration de grands textes (Graph Mining Under Linguistic Constraints to Explore Large Texts) [in French]—0
Discovering Bands from Graphs—0
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