SOTAVerified

Graph Embedding

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

( Image credit: GAT )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–75 of 1192 papers

TitleStatusHype
Adaptive Graph Auto-Encoder for General Data ClusteringCode1
A Broader Picture of Random-walk Based Graph EmbeddingCode1
Adaptive Graph Encoder for Attributed Graph EmbeddingCode1
Along the Time: Timeline-traced Embedding for Temporal Knowledge Graph CompletionCode1
Efficient, Simple and Automated Negative Sampling for Knowledge Graph EmbeddingCode1
Embedding API Dependency Graph for Neural Code GenerationCode1
A Multi-purposed Unsupervised Framework for Comparing Embeddings of Undirected and Directed GraphsCode1
Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph EmbeddingCode1
Analogical Inference Enhanced Knowledge Graph EmbeddingCode1
Exploring Scholarly Data by Semantic Query on Knowledge Graph Embedding SpaceCode1
Analyzing Knowledge Graph Embedding Methods from a Multi-Embedding Interaction PerspectiveCode1
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on GraphsCode1
CausE: Towards Causal Knowledge Graph EmbeddingCode1
Can We Predict New Facts with Open Knowledge Graph Embeddings? A Benchmark for Open Link PredictionCode1
Expressive Power of Invariant and Equivariant Graph Neural NetworksCode1
CogKGE: A Knowledge Graph Embedding Toolkit and Benchmark for Representing Multi-source and Heterogeneous KnowledgeCode1
Bipartite Graph Embedding via Mutual Information MaximizationCode1
Applying Self-supervised Learning to Network Intrusion Detection for Network Flows with Graph Neural NetworkCode1
Boosting Graph Embedding on a Single GPUCode1
Approximating Network Centrality Measures Using Node Embedding and Machine LearningCode1
Adversarial Directed Graph EmbeddingCode1
CAKE: A Scalable Commonsense-Aware Framework For Multi-View Knowledge Graph CompletionCode1
Adversarial Graph Embeddings for Fair Influence Maximization over Social NetworksCode1
An Unsupervised Framework for Comparing Graph EmbeddingsCode1
Representation Learning for Attributed Multiplex Heterogeneous NetworkCode1
Show:102550
← PrevPage 3 of 48Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified