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 51–75 of 1192 papers

TitleStatusHype
TIGER: Temporal Interaction Graph Embedding with RestartsCode1
Learning Representations of Bi-level Knowledge Graphs for Reasoning beyond Link PredictionCode1
Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph EmbeddingCode1
Robust Attributed Graph Alignment via Joint Structure Learning and Optimal TransportCode1
Sem@K: Is my knowledge graph embedding model semantic-aware?Code1
Analogical Inference Enhanced Knowledge Graph EmbeddingCode1
BESS: Balanced Entity Sampling and Sharing for Large-Scale Knowledge Graph CompletionCode1
RulE: Knowledge Graph Reasoning with Rule EmbeddingCode1
Along the Time: Timeline-traced Embedding for Temporal Knowledge Graph CompletionCode1
Parameter-free Dynamic Graph Embedding for Link PredictionCode1
Region2Vec: Community Detection on Spatial Networks Using Graph Embedding with Node Attributes and Spatial InteractionsCode1
MEIM: Multi-partition Embedding Interaction Beyond Block Term Format for Efficient and Expressive Link PredictionCode1
I Know What You Do Not Know: Knowledge Graph Embedding via Co-distillation LearningCode1
Localized Sparse Incomplete Multi-view ClusteringCode1
Neuro-symbolic computing with spiking neural networksCode1
μKG: A Library for Multi-source Knowledge Graph Embeddings and ApplicationsCode1
SCARA: Scalable Graph Neural Networks with Feature-Oriented OptimizationCode1
Hardware-agnostic Computation for Large-scale Knowledge Graph EmbeddingsCode1
Graph Neural Networks for Distributed Power Allocation in Wireless Networks: Aggregation Over-the-AirCode1
DHGE: Dual-View Hyper-Relational Knowledge Graph Embedding for Link Prediction and Entity TypingCode1
The DLCC Node Classification Benchmark for Analyzing Knowledge Graph EmbeddingsCode1
Start Small, Think Big: On Hyperparameter Optimization for Large-Scale Knowledge Graph EmbeddingsCode1
A Representation Learning Framework for Property GraphsCode1
Kronecker Decomposition for Knowledge Graph EmbeddingsCode1
Efficient Hyper-parameter Search for Knowledge Graph EmbeddingCode1
Show:102550
← PrevPage 3 of 48Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified