SOTAVerified

Graph Embedding

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

( Image credit: GAT )

Papers

Showing 526550 of 1192 papers

TitleStatusHype
Enhancing Patent Retrieval using Text and Knowledge Graph Embeddings: A Technical Note0
Embedding Knowledge Graph of Patent Metadata to Measure Knowledge Proximity0
Learning Heuristics for the Maximum Clique Enumeration Problem Using Low Dimensional Representations0
Leveraging Wikidata's edit history in knowledge graph refinement tasksCode0
3D Shape Knowledge Graph for Cross-domain 3D Shape Retrieval0
DyCSC: Modeling the Evolutionary Process of Dynamic Networks Based on Cluster StructureCode0
Modelling Multi-relations for Convolutional-based Knowledge Graph Embedding0
CS-MLGCN : Multiplex Graph Convolutional Networks for Community Search in Multiplex Networks0
Attention Regularized Laplace Graph for Domain Adaptation0
Shadfa 0.1: The Iranian Movie Knowledge Graph and Graph-Embedding-Based Recommender System0
MetaFill: Text Infilling for Meta-Path Generation on Heterogeneous Information NetworksCode0
Using Graph Algorithms to Pretrain Graph Completion Transformers0
Decomposing User-APP Graph into Subgraphs for Effective APP and User Embedding Learning0
Behavioral graph fraud detection in E-commerce0
Entity Aware Negative Sampling with Auxiliary Loss of False Negative Prediction for Knowledge Graph EmbeddingCode0
Digital Human Interactive Recommendation Decision-Making Based on Reinforcement Learning0
Metric Distribution to Vector: Constructing Data Representation via Broad-Scale Discrepancies0
Citation Trajectory Prediction via Publication Influence Representation Using Temporal Knowledge Graph0
RotateCT: Knowledge Graph Embedding by Rotation and Coordinate Transformation in Complex Space0
Decoupling Mixture-of-Graphs: Unseen Relational Learning for Knowledge Graph Completion by Fusing Ontology and Textual Experts0
Learning Hierarchy-Aware Quaternion Knowledge Graph Embeddings with Representing Relations as 3D RotationsCode0
Cross-Modal Contextualized Hidden State Projection Method for Expanding of Taxonomic Graphs0
Boosting Code Summarization by Embedding Code StructuresCode0
Spatio-Temporal Relation Learning for Video Anomaly Detection0
From Local to Global: Spectral-Inspired Graph Neural NetworksCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0Unverified