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Graph Mining

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Showing 51–75 of 174 papers

TitleStatusHype
A Versatile Framework for Attributed Network Clustering via K-Nearest Neighbor AugmentationCode0
Covering a Graph with Dense Subgraph Families, via Triangle-Rich SetsCode0
Is Your Large Language Model Knowledgeable or a Choices-Only Cheater?Code0
Unveiling Global Interactive Patterns across Graphs: Towards Interpretable Graph Neural NetworksCode0
Toward Structure Fairness in Dynamic Graph Embedding: A Trend-aware Dual Debiasing ApproachCode0
Graph Mining under Data scarcity—0
Anomaly Detection in Dynamic Graphs: A Comprehensive Survey—0
Heterophilous Distribution Propagation for Graph Neural Networks—0
Revisiting the Message Passing in Heterophilous Graph Neural NetworksCode0
ChebMixer: Efficient Graph Representation Learning with MLP Mixer—0
MuseGraph: Graph-oriented Instruction Tuning of Large Language Models for Generic Graph Mining—0
Graph-Skeleton: ~1% Nodes are Sufficient to Represent Billion-Scale GraphCode0
Learning Attributed Graphlets: Predictive Graph Mining by Graphlets with Trainable Attribute—0
Introducing New Node Prediction in Graph Mining: Predicting All Links from Isolated Nodes with Graph Neural Networks—0
Deep Efficient Private Neighbor Generation for Subgraph Federated Learning—0
Cost Aware Untargeted Poisoning Attack against Graph Neural Networks,—0
Variational Graph Autoencoder for Heterogeneous Information Networks with Missing and Inaccurate Attributes—0
Fast Graph Condensation with Structure-based Neural Tangent KernelCode0
KG-MDL: Mining Graph Patterns in Knowledge Graphs with the MDL Principle—0
Jaccard-constrained dense subgraph discovery—0
Independent Distribution Regularization for Private Graph EmbeddingCode0
Analysis of Insect-Plant Interactions Affected by Mining Operations, A Graph Mining Approach—0
Contrastive Meta-Learning for Few-shot Node ClassificationCode0
Fast Maximum k-Plex Algorithms Parameterized by Small Degeneracy GapsCode0
Graph-Aware Language Model Pre-Training on a Large Graph Corpus Can Help Multiple Graph Applications—0
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