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Graph Mining

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Showing 101–150 of 174 papers

TitleStatusHype
Geometric Matrix Completion via Sylvester Multi-Graph Neural Network—0
Model Degradation Hinders Deep Graph Neural NetworksCode0
A Bird's-Eye Tutorial of Graph Attention Architectures—0
kNN-Embed: Locally Smoothed Embedding Mixtures For Multi-interest Candidate Retrieval—0
A Survey on Fairness for Machine Learning on GraphsCode0
Functional2Structural: Cross-Modality Brain Networks Representation Learning—0
Few-Shot Learning on Graphs—0
Mining On Alzheimer's Diseases Related Knowledge Graph to Identity Potential AD-related Semantic Triples for Drug Repurposing—0
RecoMed: A Knowledge-Aware Recommender System for Hypertension Medications—0
Gophormer: Ego-Graph Transformer for Node Classification—0
Network Representation Learning: From Preprocessing, Feature Extraction to Node Embedding—0
Fast Attributed Graph Embedding via Density of StatesCode0
PI-GNN: Towards Robust Semi-Supervised Node Classification against Noisy Labels—0
Blindness to Modality Helps Entailment Graph MiningCode0
Incorporating Temporal Information in Entailment Graph MiningCode0
Discourse Analysis of Covid-19 in Persian Twitter Social Networks Using Graph Mining and Natural Language Processing—0
Evaluating Deep Graph Neural NetworksCode0
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
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
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
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
Online Dense Subgraph Discovery via Blurred-Graph Feedback—0
Sequential Motif Profiles and Topological Plots for Offline Signature Verification—0
Hcore-Init: Neural Network Initialization based on Graph Degeneracy—0
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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