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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 951–1000 of 1192 papers

TitleStatusHype
A Complex Network based Graph Embedding Method for Link Prediction—0
A Survey on Knowledge Graph Structure and Knowledge Graph Embeddings—0
Understanding graph embedding methods and their applications—0
Causal Intervention for Measuring Confidence in Drug-Target Interaction Prediction—0
Research on Adverse Drug Reaction Prediction Model Combining Knowledge Graph Embedding and Deep Learning—0
A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers—0
Resilience in Knowledge Graph Embeddings—0
RESTORE: Graph Embedding Assessment Through Reconstruction—0
Ironing the Graphs: Toward a Correct Geometric Analysis of Large-Scale Graphs—0
A Survey on Heterogeneous Graph Embedding: Methods, Techniques, Applications and Sources—0
A Survey on Graph Representation Learning Methods—0
Bypassing Skip-Gram Negative Sampling: Dimension Regularization as a More Efficient Alternative for Graph Embeddings—0
A Survey on Embedding Dynamic Graphs—0
Riemannian TransE: Multi-relational Graph Embedding in Non-Euclidean Space—0
RiskSEA : A Scalable Graph Embedding for Detecting On-chain Fraudulent Activities on the Ethereum Blockchain—0
A Survey of Knowledge Graph Embedding and Their Applications—0
A Survey of Embedding Space Alignment Methods for Language and Knowledge Graphs—0
Robust Graph Embedding with Noisy Link Weights—0
Robust Knowledge Graph Embedding via Denoising—0
Weighted Theta Functions and Embeddings with Applications to Max-Cut, Clustering and Summarization—0
RotateCT: Knowledge Graph Embedding by Rotation and Coordinate Transformation in Complex Space—0
Association Rules Enhanced Knowledge Graph Attention Network—0
A Simple Spectral Failure Mode for Graph Convolutional Networks—0
RTFE: A Recursive Temporal Fact Embedding Framework for Temporal Knowledge Graph Completion—0
Rule-Guided Joint Embedding Learning over Knowledge Graphs—0
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