SOTAVerified

Graph Embedding

Graph embeddings learn a mapping from a network to a vector space, while preserving relevant network properties.

( Image credit: GAT )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 351–400 of 1192 papers

TitleStatusHype
Are Graph Embeddings the Panacea? An Empirical Survey from the Data Fitness PerspectiveCode0
CausalLP: Learning causal relations with weighted knowledge graph link predictionCode0
Sharing Parameter by Conjugation for Knowledge Graph Embeddings in Complex SpaceCode0
Hyperbolic Heterogeneous Graph Attention Networks—0
Survey on Embedding Models for Knowledge Graph and its Applications—0
Mitigating Heterogeneity among Factor Tensors via Lie Group Manifolds for Tensor Decomposition Based Temporal Knowledge Graph EmbeddingCode0
Building A Knowledge Graph to Enrich ChatGPT Responses in Manufacturing Service Discovery—0
Milgram's experiment in the knowledge space: Individual navigation strategies—0
KGExplainer: Towards Exploring Connected Subgraph Explanations for Knowledge Graph Completion—0
HeteroMILE: a Multi-Level Graph Representation Learning Framework for Heterogeneous Graphs—0
CDIMC-net: Cognitive Deep Incomplete Multi-view Clustering Network—0
MPXGAT: An Attention based Deep Learning Model for Multiplex Graphs EmbeddingCode0
Temporal Graph Networks for Graph Anomaly Detection in Financial Networks—0
Open Knowledge Base Canonicalization with Multi-task Learning—0
TPLLM: A Traffic Prediction Framework Based on Pretrained Large Language Models—0
PowerFlowMultiNet: Multigraph Neural Networks for Unbalanced Three-Phase Distribution Systems—0
Negative Sampling in Knowledge Graph Representation Learning: A Review—0
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
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
Hierarchical Aggregations for High-Dimensional Multiplex Graph EmbeddingCode0
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
Graph Coordinates and Conventional Neural Networks -- An Alternative for Graph Neural NetworksCode0
Normed Spaces for Graph EmbeddingCode0
Rule-Guided Joint Embedding Learning over Knowledge Graphs—0
Location Sensitive Embedding for Knowledge Graph Reasoning—0
FoldExplorer: Fast and Accurate Protein Structure Search with Sequence-Enhanced Graph Embedding—0
Improving embedding of graphs with missing data by soft manifolds—0
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
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
Show:102550
← PrevPage 8 of 24Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified