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 351–400 of 1192 papers

TitleStatusHype
Estimating Vector Fields on Manifolds and the Embedding of Directed Graphs—0
Graphing else matters: exploiting aspect opinions and ratings in explainable graph-based recommendations—0
3D Shape Registration Using Spectral Graph Embedding and Probabilistic Matching—0
Graph Neural Network for Stress Predictions in Stiffened Panels Under Uniform Loading—0
Graph Pattern Entity Ranking Model for Knowledge Graph Completion—0
EventKE: Event-Enhanced Knowledge Graph Embedding—0
Examining Adversarial Learning against Graph-based IoT Malware Detection Systems—0
Coarse-to-Fine Classification via Parametric and Nonparametric Models for Computer-Aided Diagnosis—0
Harmonizing Human Insights and AI Precision: Hand in Hand for Advancing Knowledge Graph Task—0
Expanding Semantic Knowledge for Zero-shot Graph Embedding—0
EntailE: Introducing Textual Entailment in Commonsense Knowledge Graph Completion—0
Explaining Knowledge Graph Embedding via Latent Rule Learning—0
Ensemble manifold based regularized multi-modal graph convolutional network for cognitive ability prediction—0
Neural IR Meets Graph Embedding: A Ranking Model for Product Search—0
A Comprehensive Survey of Graph Embedding: Problems, Techniques and Applications—0
Exploring Graph Mamba: A Comprehensive Survey on State-Space Models for Graph Learning—0
Enhancing Patent Retrieval using Text and Knowledge Graph Embeddings: A Technical Note—0
Graph Embedding with Hierarchical Attentive Membership—0
Graph Embedding with Rich Information through Heterogeneous Network—0
Exponential Family Graph Embeddings—0
Representing Hierarchical Structure by Using Cone Embedding—0
EXTRACT: Explainable Transparent Control of Bias in Embeddings—0
Extracting Attentive Social Temporal Excitation for Sequential Recommendation—0
Extrinsic Methods for Coding and Dictionary Learning on Grassmann Manifolds—0
A Semantic Filter Based on Relations for Knowledge Graph Completion—0
FairSR: Fairness-aware Sequential Recommendation through Multi-Task Learning with Preference Graph Embeddings—0
Commonsense Knowledge Graph Reasoning by Selection or Generation? Why?—0
Farspredict: A benchmark dataset for link prediction—0
Class Granularity: How richly does your knowledge graph represent the real world?—0
Fast and Scalable Multi-Kernel Encoder Classifier—0
Community Detection in General Hypergraph via Graph Embedding—0
Fast Computation of Generalized Eigenvectors for Manifold Graph Embedding—0
ECOLA: Enhanced Temporal Knowledge Embeddings with Contextualized Language Representations—0
Fast Generating A Large Number of Gumbel-Max Variables—0
Fast Knowledge Graph Completion using Graphics Processing Units—0
CL4KGE: A Curriculum Learning Method for Knowledge Graph Embedding—0
A probabilistic framework for multi-view feature learning with many-to-many associations via neural networks—0
Feature Learning for Meta-Paths in Knowledge Graphs—0
A Simple Spectral Failure Mode for Graph Convolutional Networks—0
Feature Propagation on Graph: A New Perspective to Graph Representation Learning—0
Graph Embedding with Data Uncertainty—0
Graph Embedding with Shifted Inner Product Similarity and Its Improved Approximation Capability—0
FedSheafHN: Personalized Federated Learning on Graph-structured Data—0
Adaptive-Step Graph Meta-Learner for Few-Shot Graph Classification—0
Citation Trajectory Prediction via Publication Influence Representation Using Temporal Knowledge Graph—0
Finding MNEMON: Reviving Memories of Node Embeddings—0
5* Knowledge Graph Embeddings with Projective Transformations—0
FoldExplorer: Fast and Accurate Protein Structure Search with Sequence-Enhanced Graph Embedding—0
Empowering Interdisciplinary Insights with Dynamic Graph Embedding Trajectories—0
AprilE: Attention with Pseudo Residual Connection for Knowledge Graph Embedding—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified