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 726–750 of 1192 papers

TitleStatusHype
Runtime Performances Benchmark for Knowledge Graph Embedding Methods—0
SMR: Medical Knowledge Graph Embedding for Safe Medicine Recommendation—0
SafePowerGraph-LLM: Novel Power Grid Graph Embedding and Optimization with Large Language Models—0
SAGMAN: Stability Analysis of Graph Neural Networks on the Manifolds—0
Learning NP-Hard Multi-Agent Assignment Planning using GNN: Inference on a Random Graph and Provable Auction-Fitted Q-learning—0
Scalable Deep Metric Learning on Attributed Graphs—0
Scalable Global Alignment Graph Kernel Using Random Features: From Node Embedding to Graph Embedding—0
Scalable Graph Embedding LearningOn A Single GPU—0
Scalable Graph Embeddings via Sparse Transpose Proximities—0
Scalable Hierarchical Embeddings of Complex Networks—0
Scalable Out-of-Sample Extension of Graph Embeddings Using Deep Neural Networks—0
A Comprehensive Survey of Graph Embedding: Problems, Techniques and Applications—0
Scalar Coupling Constant Prediction Using Graph Embedding Local Attention Encoder—0
Scaling Knowledge Graph Embedding Models—0
SceneSketcher: Fine-Grained Image Retrieval with Scene Sketches—0
Scientific Dataset Discovery via Topic-level Recommendation—0
SCMPPI: Supervised Contrastive Multimodal Framework for Predicting Protein-Protein Interactions—0
Seeing All From a Few: Nodes Selection Using Graph Pooling for Graph Clustering—0
Self Supervised Clustering of Traffic Scenes using Graph Representations—0
Self-Supervised Deep Graph Embedding with High-Order Information Fusion for Community Discovery—0
Self-Supervised Graph Embedding Clustering—0
Semantically Enhanced Models for Commonsense Knowledge Acquisition—0
Semantically Smooth Knowledge Graph Embedding—0
Semantic tradeoff for heterogeneous graph embedding—0
SEAL: Semi-supervised Adversarial Active Learning on Attributed Graphs—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified