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 351–375 of 1192 papers

TitleStatusHype
Learning Heuristics for the Maximum Clique Enumeration Problem Using Low Dimensional Representations—0
3D Shape Knowledge Graph for Cross-domain 3D Shape Retrieval—0
Leveraging Wikidata's edit history in knowledge graph refinement tasksCode0
RulE: Knowledge Graph Reasoning with Rule EmbeddingCode1
DyCSC: Modeling the Evolutionary Process of Dynamic Networks Based on Cluster StructureCode0
Modelling Multi-relations for Convolutional-based Knowledge Graph Embedding—0
Along the Time: Timeline-traced Embedding for Temporal Knowledge Graph CompletionCode1
CS-MLGCN : Multiplex Graph Convolutional Networks for Community Search in Multiplex Networks—0
Attention Regularized Laplace Graph for Domain Adaptation—0
Parameter-free Dynamic Graph Embedding for Link PredictionCode1
MetaFill: Text Infilling for Meta-Path Generation on Heterogeneous Information NetworksCode0
Using Graph Algorithms to Pretrain Graph Completion Transformers—0
Shadfa 0.1: The Iranian Movie Knowledge Graph and Graph-Embedding-Based Recommender System—0
Decomposing User-APP Graph into Subgraphs for Effective APP and User Embedding Learning—0
Behavioral graph fraud detection in E-commerce—0
Entity Aware Negative Sampling with Auxiliary Loss of False Negative Prediction for Knowledge Graph EmbeddingCode0
Region2Vec: Community Detection on Spatial Networks Using Graph Embedding with Node Attributes and Spatial InteractionsCode1
Digital Human Interactive Recommendation Decision-Making Based on Reinforcement Learning—0
Metric Distribution to Vector: Constructing Data Representation via Broad-Scale Discrepancies—0
Citation Trajectory Prediction via Publication Influence Representation Using Temporal Knowledge Graph—0
Cross-Modal Contextualized Hidden State Projection Method for Expanding of Taxonomic Graphs—0
Decoupling Mixture-of-Graphs: Unseen Relational Learning for Knowledge Graph Completion by Fusing Ontology and Textual Experts—0
RotateCT: Knowledge Graph Embedding by Rotation and Coordinate Transformation in Complex Space—0
Learning Hierarchy-Aware Quaternion Knowledge Graph Embeddings with Representing Relations as 3D RotationsCode0
Boosting Code Summarization by Embedding Code StructuresCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified