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 401–450 of 1192 papers

TitleStatusHype
FREDE: Anytime Graph Embeddings—0
Class Granularity: How richly does your knowledge graph represent the real world?—0
Friendship is All we Need: A Multi-graph Embedding Approach for Modeling Customer Behavior—0
Conformal Prediction for Network-Assisted Regression—0
From communities to interpretable network and word embedding: an unified approach—0
From Knowledge Graph Embedding to Ontology Embedding? An Analysis of the Compatibility between Vector Space Representations and Rules—0
ECOLA: Enhanced Temporal Knowledge Embeddings with Contextualized Language Representations—0
CL4KGE: A Curriculum Learning Method for Knowledge Graph Embedding—0
Context-Dependent Anomaly Detection with Knowledge Graph Embedding Models—0
From Node Embedding to Graph Embedding: Scalable Global Graph Kernel via Random Features—0
A probabilistic framework for multi-view feature learning with many-to-many associations via neural networks—0
From Wide to Deep: Dimension Lifting Network for Parameter-efficient Knowledge Graph Embedding—0
Contextual Dictionary Lookup for Knowledge Graph Completion—0
High Tension Lines: Predicting robustness of high-voltage power-grids to cascading failure using network embedding—0
Hop-Hop Relation-aware Graph Neural Networks—0
Citation Trajectory Prediction via Publication Influence Representation Using Temporal Knowledge Graph—0
Empowering Interdisciplinary Insights with Dynamic Graph Embedding Trajectories—0
GARNET: A Spectral Approach to Robust and Scalable Graph Neural Networks—0
GB-RVFL: Fusion of Randomized Neural Network and Granular Ball Computing—0
AprilE: Attention with Pseudo Residual Connection for Knowledge Graph Embedding—0
Empirical effect of graph embeddings on fraud detection/ risk mitigation—0
GEFF: Graph Embedding for Functional Fingerprinting—0
Embedding Signals on Knowledge Graphs with Unbalanced Diffusion Earth Mover's Distance—0
Generalizable Cross-Graph Embedding for GNN-based Congestion Prediction—0
ChronoR: Rotation Based Temporal Knowledge Graph Embedding—0
Generalized Graph Embedding Models—0
Hyperbolic Geometry is Not Necessary: Lightweight Euclidean-Based Models for Low-Dimensional Knowledge Graph Embeddings—0
Embedding Method for Knowledge Graph with Densely Defined Ontology—0
Generalizing to Unseen Elements: A Survey on Knowledge Extrapolation for Knowledge Graphs—0
Generating Post-hoc Explanations for Skip-gram-based Node Embeddings by Identifying Important Nodes with Bridgeness—0
Unifying Graph Embedding Features with Graph Convolutional Networks for Skeleton-based Action Recognition—0
Embedding Knowledge Graph of Patent Metadata to Measure Knowledge Proximity—0
Embedding Knowledge Graph in Function Spaces—0
Geometric Feature Enhanced Knowledge Graph Embedding and Spatial Reasoning—0
A First Experiment on Including Text Literals in KGloVe—0
GESF: A Universal Discriminative Mapping Mechanism for Graph Representation Learning—0
A Survey on Signed Graph Embedding: Methods and Applications—0
Introducing RezoJDM16k: a French KnowledgeGraph DataSet for Link Prediction—0
Embedding Graphs under Centrality Constraints for Network Visualization—0
CensNet: Convolution with Edge-Node Switching in Graph Neural Networks—0
Cross-Modal Contextualized Hidden State Projection Method for Expanding of Taxonomic Graphs—0
Cross Domain Model Compression by Structurally Weight Sharing—0
Heterogeneous Graph Neural Network with Multi-view Representation Learning—0
CDIMC-net: Cognitive Deep Incomplete Multi-view Clustering Network—0
Graph Adaptive Semantic Transfer for Cross-domain Sentiment Classification—0
Graph Agent: Explicit Reasoning Agent for Graphs—0
3D Shape Knowledge Graph for Cross-domain 3D Shape Retrieval—0
Heterogeneous manifolds for curvature-aware graph embedding—0
Graph Autoencoders for Embedding Learning in Brain Networks and Major Depressive Disorder Identification—0
Electricity Cost Minimization for Multi-Workflow Allocation in Geo-Distributed Data Centers—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified