SOTAVerified

Graph Embedding

Graph embeddings learn a mapping from a network to a vector space, while preserving relevant network properties.

( Image credit: GAT )

Papers

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Showing 76–100 of 1192 papers

TitleStatusHype
Contrastive Deep Nonnegative Matrix Factorization for Community DetectionCode1
Adversarially Regularized Graph Autoencoder for Graph EmbeddingCode1
Enhancing Text-based Knowledge Graph Completion with Zero-Shot Large Language Models: A Focus on Semantic EnhancementCode1
Adversarial Privacy Preserving Graph Embedding against Inference AttackCode1
Applying Self-supervised Learning to Network Intrusion Detection for Network Flows with Graph Neural NetworkCode1
A Comprehensive Study on Knowledge Graph Embedding over Relational Patterns Based on Rule LearningCode1
DHGE: Dual-View Hyper-Relational Knowledge Graph Embedding for Link Prediction and Entity TypingCode1
Approximating Network Centrality Measures Using Node Embedding and Machine LearningCode1
Disentangle-based Continual Graph Representation LearningCode1
Distributed-Memory Sparse Kernels for Machine LearningCode1
ECLARE: Extreme Classification with Label Graph CorrelationsCode1
CausE: Towards Causal Knowledge Graph EmbeddingCode1
Efficient, Simple and Automated Negative Sampling for Knowledge Graph EmbeddingCode1
A Representation Learning Framework for Property GraphsCode1
ARM3D: Attention-based relation module for indoor 3D object detectionCode1
Evaluating Node Embeddings of Complex NetworksCode1
Explaining Neural Matrix Factorization with Gradient RollbackCode1
Fast and Continual Knowledge Graph Embedding via Incremental LoRACode1
Fast Sequence Based Embedding with Diffusion GraphsCode1
AutoSF: Searching Scoring Functions for Knowledge Graph EmbeddingCode1
BESS: Balanced Entity Sampling and Sharing for Large-Scale Knowledge Graph CompletionCode1
FusedMM: A Unified SDDMM-SpMM Kernel for Graph Embedding and Graph Neural NetworksCode1
Graph Dual-stream Convolutional Attention Fusion for Precipitation NowcastingCode1
AirObject: A Temporally Evolving Graph Embedding for Object IdentificationCode1
CogKGE: A Knowledge Graph Embedding Toolkit and Benchmark for Representing Multi-source and Heterogeneous KnowledgeCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified