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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 351–400 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
Shadfa 0.1: The Iranian Movie Knowledge Graph and Graph-Embedding-Based Recommender System—0
Using Graph Algorithms to Pretrain Graph Completion Transformers—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
RotateCT: Knowledge Graph Embedding by Rotation and Coordinate Transformation in Complex Space—0
Decoupling Mixture-of-Graphs: Unseen Relational Learning for Knowledge Graph Completion by Fusing Ontology and Textual Experts—0
Boosting Code Summarization by Embedding Code StructuresCode0
Learning Hierarchy-Aware Quaternion Knowledge Graph Embeddings with Representing Relations as 3D RotationsCode0
Multimodal Analogical Reasoning over Knowledge GraphsCode2
MEIM: Multi-partition Embedding Interaction Beyond Block Term Format for Efficient and Expressive Link PredictionCode1
Spatio-Temporal Relation Learning for Video Anomaly Detection—0
From Local to Global: Spectral-Inspired Graph Neural NetworksCode0
TripleRE: Knowledge Graph Embeddings via Tripled Relation Vectors—0
Hub-aware Random Walk Graph Embedding Methods for Classification—0
Subsampling for Knowledge Graph Embedding Explained—0
Embedding-Based Entity Alignment Using Relation Structural SimilarityCode0
A Complex Network based Graph Embedding Method for Link Prediction—0
Geolocation of Cultural Heritage using Multi-View Knowledge Graph EmbeddingCode0
Local Intrinsic Dimensionality Measures for Graphs, with Applications to Graph Embeddings—0
Repurposing Knowledge Graph Embeddings for Triple Representation via Weak SupervisionCode0
I Know What You Do Not Know: Knowledge Graph Embedding via Co-distillation LearningCode1
HySAGE: A Hybrid Static and Adaptive Graph Embedding Network for Context-Drifting Recommendations—0
Memory and Capacity of Graph Embedding Methods—0
ProjB: An Improved Bilinear Biased ProjE model for Knowledge Graph Completion—0
Towards Spatio-Temporal Cross-Platform Graph Embedding Fusion for Urban Traffic Flow Prediction—0
DisenHCN: Disentangled Hypergraph Convolutional Networks for Spatiotemporal Activity PredictionCode0
Identifying Substitute and Complementary Products for Assortment Optimization with Cleora Embeddings—0
Localized Sparse Incomplete Multi-view ClusteringCode1
Image-based Contextual Pill Recognition with Medical Knowledge Graph Assistance—0
Integrating Knowledge Graph embedding and pretrained Language Models in Hypercomplex SpacesCode0
Neuro-symbolic computing with spiking neural networksCode1
Geometric deep learning for computational mechanics Part II: Graph embedding for interpretable multiscale plasticity—0
μKG: A Library for Multi-source Knowledge Graph Embeddings and ApplicationsCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified