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
Disentangle-based Continual Graph Representation LearningCode1
Adversarially Regularized Graph Autoencoder for Graph EmbeddingCode1
Bilinear Scoring Function Search for Knowledge Graph LearningCode1
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
Enhancing Text-based Knowledge Graph Completion with Zero-Shot Large Language Models: A Focus on Semantic EnhancementCode1
Approximating Network Centrality Measures Using Node Embedding and Machine LearningCode1
Embedding API Dependency Graph for Neural Code GenerationCode1
BESS: Balanced Entity Sampling and Sharing for Large-Scale Knowledge Graph CompletionCode1
Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph EmbeddingCode1
Fast and Continual Knowledge Graph Embedding via Incremental LoRACode1
Fast Sequence Based Embedding with Diffusion GraphsCode1
A Representation Learning Framework for Property GraphsCode1
ARM3D: Attention-based relation module for indoor 3D object detectionCode1
Brain Graph Super-Resolution Using Adversarial Graph Neural Network with Application to Functional Brain ConnectivityCode1
Differentially Private Federated Knowledge Graphs EmbeddingCode1
Boosting Graph Embedding on a Single GPUCode1
Friendly Neighbors: Contextualized Sequence-to-Sequence Link PredictionCode1
Expressive Power of Invariant and Equivariant Graph Neural NetworksCode1
Can We Predict New Facts with Open Knowledge Graph Embeddings? A Benchmark for Open Link PredictionCode1
CausE: Towards Causal Knowledge Graph EmbeddingCode1
graph2vec: Learning Distributed Representations of GraphsCode1
AirObject: A Temporally Evolving Graph Embedding for Object IdentificationCode1
DeepSoCS: A Neural Scheduler for Heterogeneous System-on-Chip (SoC) Resource SchedulingCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified