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 551–600 of 1192 papers

TitleStatusHype
Hyperbolic Hierarchy-Aware Knowledge Graph Embedding for Link Prediction—0
Hyperlink Regression via Bregman Divergence—0
SpeGCL: Self-supervised Graph Spectrum Contrastive Learning without Positive Samples—0
HySAGE: A Hybrid Static and Adaptive Graph Embedding Network for Context-Drifting Recommendations—0
Unsupervised Universal Self-Attention Network for Graph Classification—0
Identifiability of a statistical model with two latent vectors: Importance of the dimensionality relation and application to graph embedding—0
Analysis of Drug repurposing Knowledge graphs for Covid-19—0
Identifying Illicit Accounts in Large Scale E-payment Networks -- A Graph Representation Learning Approach—0
Identifying Substitute and Complementary Products for Assortment Optimization with Cleora Embeddings—0
DEEP GEOMETRICAL GRAPH CLASSIFICATION—0
iLab at FinCausal 2022: Enhancing Causality Detection with an External Cause-Effect Knowledge Graph—0
Image-based Contextual Pill Recognition with Medical Knowledge Graph Assistance—0
Deep Cut-informed Graph Embedding and Clustering—0
Improved Knowledge Graph Embedding using Background Taxonomic Information—0
Improving Conversational Recommendation System by Pretraining on Billions Scale of Knowledge Graph—0
AMOSL: Adaptive Modality-wise Structure Learning in Multi-view Graph Neural Networks For Enhanced Unified Representation—0
Untargeted Adversarial Attack on Knowledge Graph Embeddings—0
Improving embedding of graphs with missing data by soft manifolds—0
Spoofing Detection in the Physical Layer with Graph Neural Networks—0
SSP: Semantic Space Projection for Knowledge Graph Embedding with Text Descriptions—0
Improving Knowledge Graph Embedding Using Affine Transformations of Entities Corresponding to Each Relation—0
Confidence-aware Self-Semantic Distillation on Knowledge Graph Embedding—0
Improving Out-of-Scope Detection in Intent Classification by Using Embeddings of the Word Graph Space of the Classes—0
Improving Question Answering over Knowledge Graphs Using Graph Summarization—0
Improving Skip-Gram based Graph Embeddings via Centrality-Weighted Sampling—0
Evaluating the Calibration of Knowledge Graph Embeddings for Trustworthy Link Prediction—0
Network embedding unveils the hidden interactions in the mammalian virome—0
Incomplete Multi-view Clustering via Graph Regularized Matrix Factorization—0
AMCAD: Adaptive Mixed-Curvature Representation based Advertisement Retrieval System—0
STaR: Knowledge Graph Embedding by Scaling, Translation and Rotation—0
STaR: Knowledge Graph Embedding by Scaling, Translation and Rotation—0
A Literature Review of Recent Graph Embedding Techniques for Biomedical Data—0
Deep Contrastive Multiview Network Embedding—0
Deep Adversarial Network Alignment—0
Decoupling Mixture-of-Graphs: Unseen Relational Learning for Knowledge Graph Completion by Fusing Ontology and Textual Experts—0
Inference over Unseen Entities, Relations and Literals on Knowledge Graphs—0
Decomposing User-APP Graph into Subgraphs for Effective APP and User Embedding Learning—0
Injecting Knowledge Graphs into Large Language Models—0
SENSEi: Input-Sensitive Compilation for Accelerating GNNs—0
Integrate Temporal Graph Learning into LLM-based Temporal Knowledge Graph Model—0
Using Graph Algorithms to Pretrain Graph Completion Transformers—0
Stochastic Neighbor Embedding of Multimodal Relational Data for Image-Text Simultaneous Visualization—0
Integrating Transductive And Inductive Embeddings Improves Link Prediction Accuracy—0
Integration of Knowledge Graph Embedding Into Topic Modeling with Hierarchical Dirichlet Process—0
Data-Efficient Graph Embedding Learning for PCB Component Detection—0
Interaction Embeddings for Prediction and Explanation in Knowledge Graphs—0
InterHT: Knowledge Graph Embeddings by Interaction between Head and Tail Entities—0
Data-driven Smart Ponzi Scheme Detection—0
Introducing RezoJDM16k: a French KnowledgeGraph DataSet for Link Prediction—0
Invariant embedding for graph classification—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified