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 976–1000 of 1192 papers

TitleStatusHype
A simple coding for cross-domain matching with dimension reduction via spectral graph embedding—0
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
Efficiently Embedding Dynamic Knowledge Graphs—0
Scalable Hierarchical Embeddings of Complex Networks—0
Efficient Hyper-parameter Search for Knowledge Graph Embedding—0
Scalable Out-of-Sample Extension of Graph Embeddings Using Deep Neural Networks—0
Efficient Relational Context Perception for Knowledge Graph Completion—0
5* Knowledge Graph Embeddings with Projective Transformations—0
Efficient Graph Encoder Embedding for Large Sparse Graphs in Python—0
Sparse-Dyn: Sparse Dynamic Graph Multi-representation Learning via Event-based Sparse Temporal Attention Network—0
Ego-CNN: An Ego Network-based Representation of Graphs Detecting Critical Structures—0
Scalar Coupling Constant Prediction Using Graph Embedding Local Attention Encoder—0
Electricity Cost Minimization for Multi-Workflow Allocation in Geo-Distributed Data Centers—0
Scaling Knowledge Graph Embedding Models—0
Edge-Enabled Anomaly Detection and Information Completion for Social Network Knowledge Graphs—0
A Semantic Filter Based on Relations for Knowledge Graph Completion—0
A Relational Tucker Decomposition for Multi-Relational Link Prediction—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified