SOTAVerified

Graph Embedding

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

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Papers

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Showing 1001–1025 of 1192 papers

TitleStatusHype
Learning Cross-Domain Representation with Multi-Graph Neural Network—0
GLEE: Geometric Laplacian Eigenmap EmbeddingCode0
Knowledge Graph Embedding Bi-Vector Models for Symmetric Relation—0
Toward Understanding The Effect of Loss Function on The Performance of Knowledge Graph Embedding—0
LogicENN: A Neural Based Knowledge Graphs Embedding Model with Logical Rules—0
Scalable Graph Embeddings via Sparse Transpose Proximities—0
TraceWalk: Semantic-based Process Graph Embedding for Consistency Checking—0
Graph U-NetsCode0
Language in Our Time: An Empirical Analysis of Hashtags—0
Vertex Nomination, Consistent Estimation, and Adversarial Modification—0
Is a Single Embedding Enough? Learning Node Representations that Capture Multiple Social ContextsCode0
Representation Learning for Attributed Multiplex Heterogeneous NetworkCode1
Speed-up and multi-view extensions to Subclass Discriminant AnalysisCode0
RelWalk -- A Latent Variable Model Approach to Knowledge Graph Embedding—0
Riemannian TransE: Multi-relational Graph Embedding in Non-Euclidean Space—0
DEEP GEOMETRICAL GRAPH CLASSIFICATION—0
AutoSF: Searching Scoring Functions for Knowledge Graph EmbeddingCode1
Data Poisoning Attack against Knowledge Graph Embedding—0
Quaternion Knowledge Graph EmbeddingsCode0
Graph-Embedded Multi-layer Kernel Extreme Learning Machine for One-class Classification or (Graph-Embedded Multi-layer Kernel Ridge Regression for One-class Classification)—0
Semi-Supervised Graph Classification: A Hierarchical Graph PerspectiveCode0
FILDNE: A Framework for Incremental Learning of Dynamic Networks EmbeddingsCode0
Graph Pattern Entity Ranking Model for Knowledge Graph Completion—0
DAGCN: Dual Attention Graph Convolutional NetworksCode0
Learning Combinatorial Embedding Networks for Deep Graph Matching—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified