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
Variational Quantum Circuit Model for Knowledge Graphs Embedding—0
3D Graph Embedding Learning with a Structure-aware Loss Function for Point Cloud Semantic Instance Segmentation—0
Examining Adversarial Learning against Graph-based IoT Malware Detection Systems—0
Knowledge Graph Fact Prediction via Knowledge-Enriched Tensor FactorizationCode0
A Relational Tucker Decomposition for Multi-Relational Link Prediction—0
Neural IR Meets Graph Embedding: A Ranking Model for Product Search—0
Multi-Task Feature Learning for Knowledge Graph Enhanced RecommendationCode0
All Graphs Lead to Rome: Learning Geometric and Cycle-Consistent Representations with Graph Convolutional NetworksCode0
Learning Graph Embedding with Adversarial Training Methods—0
Fairwalk: Towards fair graph embeddingCode0
Dimensionality Reduction of Hyperspectral Imagery Based on Spatial-spectral Manifold Learning—0
Dynamic Graph Representation Learning via Self-Attention NetworksCode0
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
Differentiating Concepts and Instances for Knowledge Graph EmbeddingCode0
Unseen Word Representation by Aligning Heterogeneous Lexical Semantic Spaces—0
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
A Simple Baseline Algorithm for Graph ClassificationCode0
Binarized Attributed Network EmbeddingCode0
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
HyTE: Hyperplane-based Temporally aware Knowledge Graph EmbeddingCode0
Label-Free Distant Supervision for Relation Extraction via Knowledge Graph Embedding—0
Knowledge Graph Embedding with Hierarchical Relation Structure—0
P^2IR: Universal Deep Node Representation via Partial Permutation Invariant Set Functions—0
Graph U-Net—0
Incomplete Multi-view Clustering via Graph Regularized Matrix Factorization—0
Sampled in Pairs and Driven by Text: A New Graph Embedding Framework—0
Semantically Enhanced Models for Commonsense Knowledge Acquisition—0
On2Vec: Embedding-based Relation Prediction for Ontology Population—0
Feature Learning for Meta-Paths in Knowledge Graphs—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
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified