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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 151–200 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
Temporal Link Prediction Using Graph Embedding DynamicsCode0
Graph Dual-stream Convolutional Attention Fusion for Precipitation NowcastingCode1
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
RDR: the Recap, Deliberate, and Respond Method for Enhanced Language Understanding—0
OCGEC: One-class Graph Embedding Classification for DNN Backdoor DetectionCode0
Normed Spaces for Graph EmbeddingCode0
Graph Coordinates and Conventional Neural Networks -- An Alternative for Graph Neural NetworksCode0
Location Sensitive Embedding for Knowledge Graph Reasoning—0
Rule-Guided Joint Embedding Learning over Knowledge Graphs—0
VEXIR2Vec: An Architecture-Neutral Embedding Framework for Binary SimilarityCode2
FoldExplorer: Fast and Accurate Protein Structure Search with Sequence-Enhanced Graph Embedding—0
Improving embedding of graphs with missing data by soft manifolds—0
Stockformer: A Price-Volume Factor Stock Selection Model Based on Wavelet Transform and Multi-Task Self-Attention NetworksCode1
Two Stream Scene Understanding on Graph Embedding—0
HKTGNN: Hierarchical Knowledge Transferable Graph Neural Network-based Supply Chain Risk Assessment—0
Visualizing DNA reaction trajectories with deep graph embedding approachesCode0
Pointer Networks with Q-Learning for Combinatorial Optimization—0
Contrastive Deep Nonnegative Matrix Factorization for Community DetectionCode1
EXTRACT: Explainable Transparent Control of Bias in Embeddings—0
Zero-Shot Medical Information Retrieval via Knowledge Graph Embedding—0
Laplacian Canonization: A Minimalist Approach to Sign and Basis Invariant Spectral EmbeddingCode0
Identifying Conspiracy Theories News based on Event Relation GraphCode0
Alignment and Outer Shell Isotropy for Hyperbolic Graph Contrastive Learning—0
Graph Agent: Explicit Reasoning Agent for Graphs—0
Open Knowledge Base Canonicalization with Multi-task Unlearning—0
A Study on Knowledge Graph Embeddings and Graph Neural Networks for Web Of ThingsCode0
Universal Knowledge Graph EmbeddingsCode0
Semantic and Expressive Variation in Image Captions Across Languages—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified