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 126–150 of 1192 papers

TitleStatusHype
Adaptive Fuzzy C-Means with Graph Embedding—0
Simplicity within biological complexity—0
Harmonizing Human Insights and AI Precision: Hand in Hand for Advancing Knowledge Graph Task—0
Generalizing Knowledge Graph Embedding with Universal Orthogonal ParameterizationCode1
DynLLM: When Large Language Models Meet Dynamic Graph Recommendation—0
CTRL: Continuous-Time Representation Learning on Temporal Heterogeneous Information Network—0
Untargeted Adversarial Attack on Knowledge Graph Embeddings—0
Towards Continual Knowledge Graph Embedding via Incremental DistillationCode1
Robustness of graph embedding methods for community detectionCode0
Arbitrary Time Information Modeling via Polynomial Approximation for Temporal Knowledge Graph EmbeddingCode0
Bypassing Skip-Gram Negative Sampling: Dimension Regularization as a More Efficient Alternative for Graph Embeddings—0
SpherE: Expressive and Interpretable Knowledge Graph Embedding for Set RetrievalCode0
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
Mitigating Heterogeneity among Factor Tensors via Lie Group Manifolds for Tensor Decomposition Based Temporal Knowledge Graph EmbeddingCode0
Survey on Embedding Models for Knowledge Graph and its Applications—0
Milgram's experiment in the knowledge space: Individual navigation strategies—0
Building A Knowledge Graph to Enrich ChatGPT Responses in Manufacturing Service Discovery—0
scCDCG: Efficient Deep Structural Clustering for single-cell RNA-seq via Deep Cut-informed Graph EmbeddingCode1
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
Show:102550
← PrevPage 6 of 48Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified