SOTAVerified

Graph Embedding

Graph embeddings learn a mapping from a network to a vector space, while preserving relevant network properties.

( Image credit: GAT )

Papers

Showing 626650 of 1192 papers

TitleStatusHype
On The Expressive Power of Knowledge Graph Embedding Methods0
Toward Understanding The Effect Of Loss function On Then Performance Of Knowledge Graph Embedding0
Customized Graph Embedding: Tailoring Embedding Vectors to different Applications0
Open Knowledge Base Canonicalization with Multi-task Unlearning0
Open Knowledge Base Canonicalization with Multi-task Learning0
Customizing Knowledge Graph Embedding to Improve Clinical Study Recommendation0
Optimizing the Induced Correlation in Omnibus Joint Graph Embeddings0
Orthogonal Relation Transforms with Graph Context Modeling for Knowledge Graph Embedding0
Out-of-sample Extension for Latent Position Graphs0
A Comprehensive Analytical Survey on Unsupervised and Semi-Supervised Graph Representation Learning Methods0
Overcoming Data Sparsity in Group Recommendation0
Data-driven Smart Ponzi Scheme Detection0
P^2IR: Universal Deep Node Representation via Partial Permutation Invariant Set Functions0
Pairwise Learning for Name Disambiguation in Large-Scale Heterogeneous Academic Networks0
Data-Efficient Graph Embedding Learning for PCB Component Detection0
Parallel Computation of Graph Embeddings0
Path-Enhanced Multi-Relational Question Answering with Knowledge Graph Embeddings0
Pattern Analysis of Money Flow in the Bitcoin Blockchain0
Performance Evaluation of Knowledge Graph Embedding Approaches under Non-adversarial Attacks0
Persian topic detection based on Human Word association and graph embedding0
Personalized Federated Knowledge Graph Embedding with Client-Wise Relation Graph0
Phraseformer: Multimodal Key-phrase Extraction using Transformer and Graph Embedding0
PPGN: Physics-Preserved Graph Networks for Real-Time Fault Location in Distribution Systems with Limited Observation and Labels0
PINE: Universal Deep Embedding for Graph Nodes via Partial Permutation Invariant Set Functions0
Poincaré Differential Privacy for Hierarchy-Aware Graph Embedding0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0Unverified