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 126–150 of 1192 papers

TitleStatusHype
NESS: Node Embeddings from Static SubGraphsCode1
DeepSoCS: A Neural Scheduler for Heterogeneous System-on-Chip (SoC) Resource SchedulingCode1
Brain Graph Super-Resolution Using Adversarial Graph Neural Network with Application to Functional Brain ConnectivityCode1
Bilinear Scoring Function Search for Knowledge Graph LearningCode1
CAKE: A Scalable Commonsense-Aware Framework For Multi-View Knowledge Graph CompletionCode1
Accurate Learning of Graph Representations with Graph Multiset PoolingCode1
Enhancing Text-based Knowledge Graph Completion with Zero-Shot Large Language Models: A Focus on Semantic EnhancementCode1
An energy-based model for neuro-symbolic reasoning on knowledge graphsCode1
Deep Hypergraph U-Net for Brain Graph Embedding and ClassificationCode1
Representation Learning for Attributed Multiplex Heterogeneous NetworkCode1
CausE: Towards Causal Knowledge Graph EmbeddingCode1
Benchmark and Best Practices for Biomedical Knowledge Graph EmbeddingsCode1
Discrete-time Temporal Network Embedding via Implicit Hierarchical Learning in Hyperbolic SpaceCode1
BESS: Balanced Entity Sampling and Sharing for Large-Scale Knowledge Graph CompletionCode1
Can We Predict New Facts with Open Knowledge Graph Embeddings? A Benchmark for Open Link PredictionCode1
Distributed-Memory Sparse Kernels for Machine LearningCode1
ECLARE: Extreme Classification with Label Graph CorrelationsCode1
Adversarial Directed Graph EmbeddingCode1
Expressive Power of Invariant and Equivariant Graph Neural NetworksCode1
Treat Different Negatives Differently: Enriching Loss Functions with Domain and Range Constraints for Link PredictionCode1
Bipartite Graph Embedding via Mutual Information MaximizationCode1
Adversarial Graph Embeddings for Fair Influence Maximization over Social NetworksCode1
Explaining Neural Matrix Factorization with Gradient RollbackCode1
An Unsupervised Framework for Comparing Graph EmbeddingsCode1
AutoSF: Searching Scoring Functions for Knowledge Graph EmbeddingCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified