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Graph Embedding

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

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Papers

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Showing 201–225 of 1192 papers

TitleStatusHype
Efficient Relation-aware Scoring Function Search for Knowledge Graph EmbeddingCode1
Exploring Scholarly Data by Semantic Query on Knowledge Graph Embedding SpaceCode1
Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement LearningCode1
RDF2Vec Light -- A Lightweight Approach for Knowledge Graph EmbeddingsCode1
Reasoning Through Memorization: Nearest Neighbor Knowledge Graph EmbeddingsCode1
Region2Vec: Community Detection on Spatial Networks Using Graph Embedding with Node Attributes and Spatial InteractionsCode1
Adaptive Graph Auto-Encoder for General Data ClusteringCode1
Continual Learning of Knowledge Graph EmbeddingsCode1
Rethinking Graph Convolutional Networks in Knowledge Graph CompletionCode1
Contrastive Deep Nonnegative Matrix Factorization for Community DetectionCode1
Inductive Relation Prediction by Subgraph ReasoningCode1
Contrastive Laplacian EigenmapsCode1
A Broader Picture of Random-walk Based Graph EmbeddingCode1
Robust Attributed Graph Alignment via Joint Structure Learning and Optimal TransportCode1
Adaptive Graph Encoder for Attributed Graph EmbeddingCode1
Enhancing Text-based Knowledge Graph Completion with Zero-Shot Large Language Models: A Focus on Semantic EnhancementCode1
scCDCG: Efficient Deep Structural Clustering for single-cell RNA-seq via Deep Cut-informed Graph EmbeddingCode1
Schema First! Learn Versatile Knowledge Graph Embeddings by Capturing Semantics with MASCHInECode1
Neuro-symbolic computing with spiking neural networksCode1
Embedding Symbolic Knowledge into Deep NetworksCode1
Sem@K: Is my knowledge graph embedding model semantic-aware?Code1
Sequence-to-Sequence Knowledge Graph Completion and Question AnsweringCode1
ECLARE: Extreme Classification with Label Graph CorrelationsCode1
SpikE: spike-based embeddings for multi-relational graph dataCode1
You CAN Teach an Old Dog New Tricks! On Training Knowledge Graph EmbeddingsCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified