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 51–75 of 1192 papers

TitleStatusHype
Learn to Unlearn: Meta-Learning-Based Knowledge Graph Embedding Unlearning—0
Local Intrinsic Dimensionality for Dynamic Graph Embeddings—0
Domain and Range Aware Synthetic Negatives Generation for Knowledge Graph Embedding Models—0
Visualization of Knowledge Graphs with Embeddings: an Essay on Recent Trends and Methods—0
Scalable Deep Metric Learning on Attributed Graphs—0
Multi-Hyperbolic Space-based Heterogeneous Graph Attention Network—0
Class Granularity: How richly does your knowledge graph represent the real world?—0
Fully Hyperbolic Rotation for Knowledge Graph EmbeddingCode0
JPEC: A Novel Graph Neural Network for Competitor Retrieval in Financial Knowledge Graphs—0
Detecting text level intellectual influence with knowledge graph embeddings—0
LogSHIELD: A Graph-based Real-time Anomaly Detection Framework using Frequency Analysis—0
Pushing the Limits of All-Atom Geometric Graph Neural Networks: Pre-Training, Scaling and Zero-Shot Transfer—0
Resilience in Knowledge Graph Embeddings—0
Geometric Feature Enhanced Knowledge Graph Embedding and Spatial Reasoning—0
Multidimensional Knowledge Graph Embeddings for International Trade Flow Analysis—0
GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph PruningCode0
Knowledge Graph Embeddings: A Comprehensive Survey on Capturing Relation Properties—0
Trajectory Prediction for Autonomous Driving using Agent-Interaction Graph Embedding—0
SpeGCL: Self-supervised Graph Spectrum Contrastive Learning without Positive Samples—0
Diversified and Adaptive Negative Sampling on Knowledge Graphs—0
Inference over Unseen Entities, Relations and Literals on Knowledge Graphs—0
Improving Disease Comorbidity Prediction Based on Human Interactome with Biologically Supervised Graph EmbeddingCode0
A Pluggable Common Sense-Enhanced Framework for Knowledge Graph Completion—0
RiskSEA : A Scalable Graph Embedding for Detecting On-chain Fraudulent Activities on the Ethereum Blockchain—0
Whole-Graph Representation Learning For the Classification of Signed NetworksCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified