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Network Embedding

Network Embedding, also known as "Network Representation Learning", is a collective term for techniques for mapping graph nodes to vectors of real numbers in a multidimensional space. To be useful, a good embedding should preserve the structure of the graph. The vectors can then be used as input to various network and graph analysis tasks, such as link prediction

Source: Tutorial on NLP-Inspired Network Embedding

Papers

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Showing 101–150 of 403 papers

TitleStatusHype
Space-Invariant Projection in Streaming Network Embedding—0
DANES: Deep Neural Network Ensemble Architecture for Social and Textual Context-aware Fake News DetectionCode0
Cross Version Defect Prediction with Class Dependency Embeddings—0
Author Name Disambiguation via Heterogeneous Network Embedding from Structural and Semantic Perspectives—0
Recommending on graphs: a comprehensive review from a data perspective—0
A Model-data-driven Network Embedding Multidimensional Features for Tomographic SAR Imaging—0
An Isolation-Aware Online Virtual Network Embedding via Deep Reinforcement Learning—0
DyCSC: Modeling the Evolutionary Process of Dynamic Networks Based on Cluster StructureCode0
Embedding Representation of Academic Heterogeneous Information Networks Based on Federated Learning—0
Attributed Network Embedding Model for Exposing COVID-19 Spread Trajectory Archetypes—0
Cross-Network Social User Embedding with Hybrid Differential Privacy GuaranteesCode0
Associative Learning for Network Embedding—0
Signed Network Embedding with Application to Simultaneous Detection of Communities and Anomalies—0
Large-Scale Privacy-Preserving Network Embedding against Private Link Inference Attacks—0
NECA: Network-Embedded Deep Representation Learning for Categorical Data—0
Deep Partial Multiplex Network Embedding—0
Pay Attention to Relations: Multi-embeddings for Attributed Multiplex Networks—0
Grammar-Based Grounded Lexicon Learning—0
Taking a Step Back with KCal: Multi-Class Kernel-Based Calibration for Deep Neural Networks—0
Learning Asymmetric Embedding for Attributed Networks via Convolutional Neural Network—0
A multi-domain VNE algorithm based on multi-objective optimization for IoD architecture in Industry 4.0—0
A Multi-Domain VNE Algorithm based on Load Balancing in the IoT networks—0
VNE Strategy based on Chaotic Hybrid Flower Pollination Algorithm Considering Multi-criteria Decision Making—0
Dynamic Virtual Network Embedding Algorithm based on Graph Convolution Neural Network and Reinforcement Learning—0
Security-Aware Virtual Network Embedding Algorithm based on Reinforcement Learning—0
Network Resource Allocation Strategy Based on Deep Reinforcement Learning—0
IoV Scenario: Implementation of a Bandwidth Aware Algorithm in Wireless Network Communication Mode—0
A multi-domain virtual network embedding algorithm with delay prediction—0
Multi Objective Resource Optimization of Wireless Network Based on Cross Domain Virtual Network Embedding—0
Space-Air-Ground Integrated Multi-domain Network Resource Orchestration based on Virtual Network Architecture: a DRL Method—0
Collaborative filtering via heterogeneous neural networks—0
PPPNE: Personalized proximity preserved network embedding—0
Representation Learning on Heterostructures via Heterogeneous Anonymous WalksCode0
DeHIN: A Decentralized Framework for Embedding Large-scale Heterogeneous Information Networks—0
Learning Large-scale Network Embedding from Representative Subgraph—0
WalkingTime: Dynamic Graph Embedding Using Temporal-Topological Flows—0
Network representation learning: A macro and micro view—0
High-order joint embedding for multi-level link prediction—0
MetaMIML: Meta Multi-Instance Multi-Label Learning—0
Community detection using low-dimensional network embedding algorithms—0
Barlow Graph Auto-Encoder for Unsupervised Network Embedding—0
TME-BNA: Temporal Motif-Preserving Network Embedding with Bicomponent Neighbor AggregationCode0
Vaccine skepticism detection by network embeddingCode0
A novel stochastic model based on echo state networks for hydrological time series forecasting—0
CoarSAS2hvec: Heterogeneous Information Network Embedding with Balanced Network Sampling—0
Multi-Relation Aware Temporal Interaction Network EmbeddingCode0
Reinforcement Learning for Admission Control in Wireless Virtual Network Embedding—0
Latent Network Embedding via Adversarial Auto-encoders—0
Multi-Vector Embedding on Networks with Taxonomies—0
Scalable Hierarchical Embeddings of Complex Networks—0
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