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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 951–1000 of 1192 papers

TitleStatusHype
Toward Understanding The Effect of Loss Function on The Performance of Knowledge Graph Embedding—0
Unsupervised Universal Self-Attention Network for Graph Classification—0
PINE: Universal Deep Embedding for Graph Nodes via Partial Permutation Invariant Set Functions—0
NoiGAN: NOISE AWARE KNOWLEDGE GRAPH EMBEDDING WITH GAN—0
Knowledge Graph Embedding: A Probabilistic Perspective and Generalization Bounds—0
Learning Universal Graph Neural Network Embeddings With Aid Of Transfer LearningCode0
Triplet-Aware Scene Graph Embeddings—0
Group Representation Theory for Knowledge Graph Embedding—0
Lifelog Patterns Analyzation using Graph Embedding based on Deep Neural Network—0
Composing Knowledge Graph Embeddings via Word Embeddings—0
Graph Representation Ensemble LearningCode0
Parallel Computation of Graph Embeddings—0
Structured Query Construction via Knowledge Graph Embedding—0
A Non-commutative Bilinear Model for Answering Path Queries in Knowledge Graphs—0
Graph Representation Learning: A SurveyCode0
Toward Understanding The Effect Of Loss function On Then Performance Of Knowledge Graph Embedding—0
Whom to Learn From? Graph- vs. Text-based Word Embeddings—0
Detect Camouflaged Spam Content via StoneSkipping: Graph and Text Joint Embedding for Chinese Character Variation RepresentationCode0
Bayes EMbedding (BEM): Refining Representation by Integrating Knowledge Graphs and Behavior-specific NetworksCode0
HRGE-Net: Hierarchical Relational Graph Embedding Network for Multi-view 3D Shape Recognition—0
Graph Embedding Based Hybrid Social Recommendation System—0
SEAL: Semi-supervised Adversarial Active Learning on Attributed Graphs—0
Molecule Property Prediction Based on Spatial Graph EmbeddingCode0
LogicENN: A Neural Based Knowledge Graphs Embedding Model with Logical Rules—0
Benchmarks for Graph Embedding EvaluationCode0
Invariant embedding for graph classification—0
Temporal Analysis of Reddit Networks via Role Embeddings—0
CensNet: Convolution with Edge-Node Switching in Graph Neural Networks—0
Graph Embedding Using Infomax for ASD Classification and Brain Functional Difference Detection—0
Graph Node Embeddings using Domain-Aware Biased Random Walks—0
A Restricted Black-box Adversarial Framework Towards Attacking Graph Embedding ModelsCode0
Authorship Recognition with Short-Text using Graph-based Techniques—0
Tripartite Heterogeneous Graph Propagation for Large-scale Social Recommendation—0
Hyperlink Regression via Bregman Divergence—0
Improving Skip-Gram based Graph Embeddings via Centrality-Weighted Sampling—0
A Relational Memory-based Embedding Model for Triple Classification and Search PersonalizationCode0
Semi-Supervised Graph Embedding for Multi-Label Graph Node Classification—0
Mercem: Method Name Recommendation Based on Call Graph Embedding—0
Graph Representation Learning via Hard and Channel-Wise Attention NetworksCode0
Network Embedding: on Compression and LearningCode0
Graph Embeddings at Scale—0
From Node Embedding To Community Embedding : A Hyperbolic ApproachCode0
Knowledge Graph Embedding for Ecotoxicological Effect PredictionCode0
Unsupervised Adversarial Graph Alignment with Graph Embedding—0
Zero-shot Word Sense Disambiguation using Sense Definition EmbeddingsCode0
Ego-CNN: Distributed, Egocentric Representations of Graphs for Detecting Critical StructuresCode0
Probabilistic Logic Neural Networks for ReasoningCode0
Attributed Graph Clustering: A Deep Attentional Embedding ApproachCode0
Spaceland Embedding of Sparse Stochastic Graphs—0
Identifying Illicit Accounts in Large Scale E-payment Networks -- A Graph Representation Learning Approach—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified