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
Deep Learning for Community Detection: Progress, Challenges and OpportunitiesCode1
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
Contrastive Laplacian EigenmapsCode1
An energy-based model for neuro-symbolic reasoning on knowledge graphsCode1
DeepGG: a Deep Graph GeneratorCode1
Representation Learning for Attributed Multiplex Heterogeneous NetworkCode1
CausE: Towards Causal Knowledge Graph EmbeddingCode1
Benchmark and Best Practices for Biomedical Knowledge Graph EmbeddingsCode1
DHGE: Dual-View Hyper-Relational Knowledge Graph Embedding for Link Prediction and Entity TypingCode1
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
Graph Neural Networks for Distributed Power Allocation in Wireless Networks: Aggregation Over-the-AirCode1
Distributed-Memory Sparse Kernels for Machine LearningCode1
Adversarial Directed Graph EmbeddingCode1
Expressive Power of Invariant and Equivariant Graph Neural NetworksCode1
Embedding API Dependency Graph for Neural Code GenerationCode1
Bipartite Graph Embedding via Mutual Information MaximizationCode1
Adversarial Graph Embeddings for Fair Influence Maximization over Social NetworksCode1
Evaluating Node Embeddings of Complex NetworksCode1
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