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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 951–1000 of 1192 papers

TitleStatusHype
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
Molecule Property Prediction Based on Spatial Graph EmbeddingCode0
SEAL: Semi-supervised Adversarial Active Learning on Attributed Graphs—0
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
Mercem: Method Name Recommendation Based on Call Graph Embedding—0
Semi-Supervised Graph Embedding for Multi-Label Graph Node Classification—0
GraphSAINT: Graph Sampling Based Inductive Learning MethodCode1
Graph Representation Learning via Hard and Channel-Wise Attention NetworksCode0
Network Embedding: on Compression and LearningCode0
Graph Embeddings at Scale—0
Knowledge Graph Embedding for Ecotoxicological Effect PredictionCode0
From Node Embedding To Community Embedding : A Hyperbolic ApproachCode0
Zero-shot Word Sense Disambiguation using Sense Definition EmbeddingsCode0
Unsupervised Adversarial Graph Alignment with Graph Embedding—0
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
Identifying Illicit Accounts in Large Scale E-payment Networks -- A Graph Representation Learning Approach—0
Spaceland Embedding of Sparse Stochastic Graphs—0
Graph Embedding on Biomedical Networks: Methods, Applications, and EvaluationsCode0
Graph Embedding based Wireless Link Scheduling with Few Training SamplesCode0
Learning Representations of Graph Data -- A Survey—0
PyramNet: Point Cloud Pyramid Attention Network and Graph Embedding Module for Classification and Segmentation—0
Multi-view Knowledge Graph Embedding for Entity AlignmentCode0
Pykg2vec: A Python Library for Knowledge Graph Embedding—0
Collaborative Translational Metric LearningCode1
Integration of Knowledge Graph Embedding Into Topic Modeling with Hierarchical Dirichlet Process—0
Cross Domain Model Compression by Structurally Weight Sharing—0
Consensus Clustering: An Embedding Perspective, Extension and Beyond—0
An Unsupervised Framework for Comparing Graph EmbeddingsCode1
Learning NP-Hard Multi-Agent Assignment Planning using GNN: Inference on a Random Graph and Provable Auction-Fitted Q-learning—0
Triple2Vec: Learning Triple Embeddings from Knowledge Graphs—0
Compositional Fairness Constraints for Graph EmbeddingsCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified