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Graph Mining

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Showing 51–100 of 174 papers

TitleStatusHype
Graph Mining for Cybersecurity: A Survey—0
GAT-COBO: Cost-Sensitive Graph Neural Network for Telecom Fraud DetectionCode1
Graph Neural Network Surrogates of Fair Graph Filtering—0
SynGraphy: Succinct Summarisation of Large Networks via Small Synthetic Representative Graphs—0
Adaptive Depth Graph Attention Networks—0
Signed Directed Graph Contrastive Learning with Laplacian Augmentation—0
NetEffect: Discovery and Exploitation of Generalized Network EffectsCode0
Trajectory Flow Map: Graph-based Approach to Analysing Temporal Evolution of Aggregated Traffic Flows in Large-scale Urban Networks—0
Evaluating COVID-19 Sequence Data Using Nearest-Neighbors Based Network Model—0
Graph Sequential Neural ODE Process for Link Prediction on Dynamic and Sparse GraphsCode1
FocusedCleaner: Sanitizing Poisoned Graphs for Robust GNN-based Node Classification—0
Overlapping Community Detection using Dynamic Dilated Aggregation in Deep Residual GCNCode0
Minimizing low-rank models of high-order tensors: Hardness, span, tight relaxation, and applications—0
Code Recommendation for Open Source Software DevelopersCode1
JuryGCN: Quantifying Jackknife Uncertainty on Graph Convolutional Networks—0
Boosting Graph Neural Networks via Adaptive Knowledge Distillation—0
Less is More: SlimG for Accurate, Robust, and Interpretable Graph MiningCode0
Contrastive Graph Few-Shot Learning—0
FedEgo: Privacy-preserving Personalized Federated Graph Learning with Ego-graphsCode1
MentorGNN: Deriving Curriculum for Pre-Training GNNsCode0
From Time Series to Networks in R with the ts2net PackageCode1
GSim: A Graph Neural Network based Relevance Measure for Heterogeneous Graphs—0
Beyond Homophily: Structure-aware Path Aggregation Graph Neural NetworkCode1
Deep Manifold Learning with Graph Mining—0
Learning node embeddings via summary graphs: a brief theoretical analysis—0
Time-aware Dynamic Graph Embedding for Asynchronous Structural Evolution—0
Task-Adaptive Few-shot Node ClassificationCode1
Transferable Graph Backdoor Attack—0
Geometric Matrix Completion via Sylvester Multi-Graph Neural Network—0
All the World's a (Hyper)Graph: A Data DramaCode1
NAGphormer: A Tokenized Graph Transformer for Node Classification in Large GraphsCode1
Model Degradation Hinders Deep Graph Neural NetworksCode0
A Bird's-Eye Tutorial of Graph Attention Architectures—0
Relphormer: Relational Graph Transformer for Knowledge Graph RepresentationsCode1
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
Fairness in Graph Mining: A SurveyCode1
TigerLily: Finding drug interactions in silico with the GraphCode1
Reinforcement learning on graphs: A surveyCode1
Few-Shot Learning on Graphs—0
Graph Auto-Encoder Via Neighborhood Wasserstein ReconstructionCode1
Mining On Alzheimer's Diseases Related Knowledge Graph to Identity Potential AD-related Semantic Triples for Drug Repurposing—0
Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across CitiesCode1
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
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