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 1001–1050 of 1192 papers

TitleStatusHype
Graph Embedding on Biomedical Networks: Methods, Applications, and EvaluationsCode0
PyramNet: Point Cloud Pyramid Attention Network and Graph Embedding Module for Classification and Segmentation—0
Graph Embedding based Wireless Link Scheduling with Few Training SamplesCode0
Learning Representations of Graph Data -- A Survey—0
Multi-view Knowledge Graph Embedding for Entity AlignmentCode0
Pykg2vec: A Python Library for Knowledge Graph Embedding—0
Integration of Knowledge Graph Embedding Into Topic Modeling with Hierarchical Dirichlet Process—0
Cross Domain Model Compression by Structurally Weight Sharing—0
Consensus Clustering: An Embedding Perspective, Extension and Beyond—0
Learning NP-Hard Multi-Agent Assignment Planning using GNN: Inference on a Random Graph and Provable Auction-Fitted Q-learning—0
Triple2Vec: Learning Triple Embeddings from Knowledge Graphs—0
Compositional Fairness Constraints for Graph EmbeddingsCode0
Learning Cross-Domain Representation with Multi-Graph Neural Network—0
Knowledge Graph Embedding Bi-Vector Models for Symmetric Relation—0
GLEE: Geometric Laplacian Eigenmap EmbeddingCode0
Toward Understanding The Effect of Loss Function on The Performance of Knowledge Graph Embedding—0
LogicENN: A Neural Based Knowledge Graphs Embedding Model with Logical Rules—0
Scalable Graph Embeddings via Sparse Transpose Proximities—0
TraceWalk: Semantic-based Process Graph Embedding for Consistency Checking—0
Language in Our Time: An Empirical Analysis of Hashtags—0
Graph U-NetsCode0
Is a Single Embedding Enough? Learning Node Representations that Capture Multiple Social ContextsCode0
Vertex Nomination, Consistent Estimation, and Adversarial Modification—0
Speed-up and multi-view extensions to Subclass Discriminant AnalysisCode0
RelWalk -- A Latent Variable Model Approach to Knowledge Graph Embedding—0
DEEP GEOMETRICAL GRAPH CLASSIFICATION—0
Riemannian TransE: Multi-relational Graph Embedding in Non-Euclidean Space—0
Data Poisoning Attack against Knowledge Graph Embedding—0
Quaternion Knowledge Graph EmbeddingsCode0
Graph-Embedded Multi-layer Kernel Extreme Learning Machine for One-class Classification or (Graph-Embedded Multi-layer Kernel Ridge Regression for One-class Classification)—0
Semi-Supervised Graph Classification: A Hierarchical Graph PerspectiveCode0
FILDNE: A Framework for Incremental Learning of Dynamic Networks EmbeddingsCode0
Graph Pattern Entity Ranking Model for Knowledge Graph Completion—0
DAGCN: Dual Attention Graph Convolutional NetworksCode0
Learning Combinatorial Embedding Networks for Deep Graph Matching—0
Unsupervised Inductive Graph-Level Representation Learning via Graph-Graph ProximityCode0
PyTorch-BigGraph: A Large-scale Graph Embedding SystemCode0
Domain Representation for Knowledge Graph Embedding—0
Unsupervised Multi-modal Hashing for Cross-modal retrieval—0
Splitter: Learning Node Representations that Capture Multiple Social ContextsCode0
Deep Patent Landscaping Model Using Transformer and Graph Embedding—0
Interaction Embeddings for Prediction and Explanation in Knowledge Graphs—0
Logic Rules Powered Knowledge Graph Embedding—0
Empirical effect of graph embeddings on fraud detection/ risk mitigation—0
Multi-Stage Self-Supervised Learning for Graph Convolutional Networks on Graphs with Few LabelsCode0
EL Embeddings: Geometric construction of models for the Description Logic EL ++Code0
Representation Learning with Weighted Inner Product for Universal Approximation of General SimilaritiesCode0
Deep Adversarial Network Alignment—0
Joint Modeling of Dense and Incomplete Trajectories for Citywide Traffic Volume Inference—0
Robust Graph Embedding with Noisy Link Weights—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified