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 1051–1100 of 1192 papers

TitleStatusHype
Learning Graph Embedding with Adversarial Training Methods—0
Fairwalk: Towards fair graph embeddingCode0
Dynamic Graph Representation Learning via Self-Attention NetworksCode0
Dimensionality Reduction of Hyperspectral Imagery Based on Spatial-spectral Manifold Learning—0
NSCaching: Simple and Efficient Negative Sampling for Knowledge Graph EmbeddingCode1
Attentional Heterogeneous Graph Neural Network: Application to Program Reidentification—0
Improved Knowledge Graph Embedding using Background Taxonomic Information—0
dynnode2vec: Scalable Dynamic Network Embedding—0
Spatio-Temporal Action Graph NetworksCode0
From Node Embedding to Graph Embedding: Scalable Global Graph Kernel via Random Features—0
DynamicGEM: A Library for Dynamic Graph Embedding MethodsCode0
TGE-viz : Transition Graph Embedding for Visualization of Plan Traces and Domains—0
MGCN: Semi-supervised Classification in Multi-layer Graphs with Graph Convolutional NetworksCode0
Data-Efficient Graph Embedding Learning for PCB Component Detection—0
Unseen Word Representation by Aligning Heterogeneous Lexical Semantic Spaces—0
Differentiating Concepts and Instances for Knowledge Graph EmbeddingCode0
End-to-end Structure-Aware Convolutional Networks for Knowledge Base CompletionCode0
Multi-Task Graph AutoencodersCode0
Logic Attention Based Neighborhood Aggregation for Inductive Knowledge Graph EmbeddingCode0
ATP: Directed Graph Embedding with Asymmetric Transitivity PreservationCode0
Twitter Geolocation using Knowledge-Based Methods—0
MOHONE: Modeling Higher Order Network Effects in KnowledgeGraphs via Network Infused Embeddings—0
Accurate, Efficient and Scalable Graph EmbeddingCode0
Unsupervised Features Extraction for Binary Similarity Using Graph Embedding Neural Networks—0
Binarized Attributed Network EmbeddingCode0
A Simple Baseline Algorithm for Graph ClassificationCode0
Systematic Biases in Link Prediction: comparing heuristic and graph embedding based methods—0
Graph Embedding with Shifted Inner Product Similarity and Its Improved Approximation Capability—0
Label-Free Distant Supervision for Relation Extraction via Knowledge Graph Embedding—0
Knowledge Graph Embedding with Hierarchical Relation Structure—0
HyTE: Hyperplane-based Temporally aware Knowledge Graph EmbeddingCode0
Graph U-Net—0
P^2IR: Universal Deep Node Representation via Partial Permutation Invariant Set Functions—0
Incomplete Multi-view Clustering via Graph Regularized Matrix Factorization—0
Semantically Enhanced Models for Commonsense Knowledge Acquisition—0
Sampled in Pairs and Driven by Text: A New Graph Embedding Framework—0
Feature Learning for Meta-Paths in Knowledge Graphs—0
On2Vec: Embedding-based Relation Prediction for Ontology Population—0
Multi-View Graph Embedding Using Randomized Shortest Paths—0
Learning Graph Embeddings from WordNet-based Similarity Measures—0
Knowledge Graph Embedding with Entity Neighbors and Deep Memory Network—0
Leveraging Knowledge Graph Embedding Techniques for Industry 4.0 Use Cases—0
A First Experiment on Including Text Literals in KGloVe—0
Hierarchical stochastic graphlet embedding for graph-based pattern recognitionCode0
One-Class Kernel Spectral Regression—0
Knowledge Graph Embedding with Numeric Attributes of Entities—0
Multi-View Multi-Graph Embedding for Brain Network Clustering Analysis—0
Exploring the Semantic Content of Unsupervised Graph Embeddings: An Empirical StudyCode0
On representation power of neural network-based graph embedding and beyond—0
What the Vec? Towards Probabilistically Grounded Embeddings—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified