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 151–175 of 1192 papers

TitleStatusHype
Temporal Graph Networks for Graph Anomaly Detection in Financial Networks—0
Open Knowledge Base Canonicalization with Multi-task Learning—0
TESTAM: A Time-Enhanced Spatio-Temporal Attention Model with Mixture of ExpertsCode2
TPLLM: A Traffic Prediction Framework Based on Pretrained Large Language Models—0
Applying Self-supervised Learning to Network Intrusion Detection for Network Flows with Graph Neural NetworkCode1
PowerFlowMultiNet: Multigraph Neural Networks for Unbalanced Three-Phase Distribution Systems—0
Negative Sampling in Knowledge Graph Representation Learning: A Review—0
PreRoutGNN for Timing Prediction with Order Preserving Partition: Global Circuit Pre-training, Local Delay Learning and Attentional Cell ModelingCode3
EntailE: Introducing Textual Entailment in Commonsense Knowledge Graph Completion—0
SAGMAN: Stability Analysis of Graph Neural Networks on the Manifolds—0
MQuinE: a cure for "Z-paradox" in knowledge graph embedding models—0
DGNN: Decoupled Graph Neural Networks with Structural Consistency between Attribute and Graph Embedding RepresentationsCode0
Spoofing Detection in the Physical Layer with Graph Neural Networks—0
Graph Dual-stream Convolutional Attention Fusion for Precipitation NowcastingCode1
Temporal Link Prediction Using Graph Embedding DynamicsCode0
Edge-Enabled Anomaly Detection and Information Completion for Social Network Knowledge Graphs—0
Deep Manifold Graph Auto-Encoder for Attributed Graph Embedding—0
Block-Diagonal Orthogonal Relation and Matrix Entity for Knowledge Graph EmbeddingCode0
Tumor Micro-environment Interactions Guided Graph Learning for Survival Analysis of Human Cancers from Whole-slide Pathological ImagesCode1
Hierarchical Aggregations for High-Dimensional Multiplex Graph EmbeddingCode0
LGMRec: Local and Global Graph Learning for Multimodal RecommendationCode1
RDF-star2Vec: RDF-star Graph Embeddings for Data MiningCode0
An FPGA-Based Accelerator for Graph Embedding using Sequential Training Algorithm—0
Poincaré Differential Privacy for Hierarchy-Aware Graph Embedding—0
Do Similar Entities have Similar Embeddings?Code0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified