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Mpxgat: An Attention Based Deep Learning Model for Multiplex Graphs Embedding

https://doi.org/10.2139/ssrn.4783052
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-319-92255-3openalex-snapshot
Multiplex Networks: Basic Formalism and Structural Properties
inferredcites →https://doi.org/10.1016/0020-0190(79)90004-8openalex-snapshot
A note on the graph isomorphism counting problem
inferredcites →https://doi.org/10.1016/j.csbj.2020.09.011openalex-snapshot
A review of protein–protein interaction network alignment: From pathway comparison to global alignment
inferredcites →https://doi.org/10.1016/j.knosys.2020.105598openalex-snapshot
Interlayer link prediction in multiplex social networks: An iterative degree penalty algorithm
inferredcites →https://doi.org/10.1016/j.neunet.2020.06.006openalex-snapshot
A gentle introduction to deep learning for graphs
inferredcites →https://doi.org/10.1016/j.physa.2010.11.027openalex-snapshot
Link prediction in complex networks: A survey
inferredcites →https://doi.org/10.1016/j.physrep.2005.10.009openalex-snapshot
Complex networks: Structure and dynamics
inferredcites →https://doi.org/10.1016/j.physrep.2009.11.002openalex-snapshot
Community detection in graphs
inferredcites →https://doi.org/10.1016/j.physrep.2014.07.001openalex-snapshot
The structure and dynamics of multilayer networks
inferredcites →https://doi.org/10.1017/9781316216002openalex-snapshot
Complex Networks
inferredcites →https://doi.org/10.1017/atsip.2020.13openalex-snapshot
Graph representation learning: a survey
inferredcites →https://doi.org/10.1017/cbo9781139941907openalex-snapshot
Multilayer Social Networks
inferredcites →https://doi.org/10.1038/ncomms7864openalex-snapshot
Structural reducibility of multilayer networks
inferredcites →https://doi.org/10.1063/5.0161399openalex-snapshot
Composed solutions of synchronized patterns in multiplex networks of Kuramoto oscillators
inferredcites →https://doi.org/10.1073/pnas.1004008107openalex-snapshot
Multirelational organization of large-scale social networks in an online world
inferredcites →https://doi.org/10.1093/nar/gkj109openalex-snapshot
BioGRID: a general repository for interaction datasets
inferredcites →https://doi.org/10.1103/physreve.89.032804openalex-snapshot
Structural measures for multiplex networks
inferredcites →https://doi.org/10.1103/physrevx.3.041022openalex-snapshot
Mathematical Formulation of Multilayer Networks
inferredcites →https://doi.org/10.1109/icdmw.2017.23openalex-snapshot
Principled Multilayer Network Embedding
inferredcites →https://doi.org/10.1109/tnnls.2023.3274565openalex-snapshot
MultiplexSAGE: A Multiplex Embedding Algorithm for Inter-Layer Link Prediction
inferredcites →https://doi.org/10.1109/tsp.2020.3028495openalex-snapshot
Tensor Graph Convolutional Networks for Multi-Relational and Robust Learning
inferredcites →https://doi.org/10.1137/s003614450342480openalex-snapshot
The Structure and Function of Complex Networks
inferredcites →https://doi.org/10.1145/2623330.2623732openalex-snapshot
DeepWalk
inferredcites →https://doi.org/10.1145/2736277.2741093openalex-snapshot
LINE
inferredcites →https://doi.org/10.1145/2939672.2939754openalex-snapshot
node2vec
inferredcites →https://doi.org/10.1145/3068777.3068781openalex-snapshot
User Identity Linkage across Online Social Networks
inferredcites →https://doi.org/10.1145/3132847.3133021openalex-snapshot
An Attention-based Collaboration Framework for Multi-View Network Representation Learning
inferredcites →https://doi.org/10.1145/3292500.3330964openalex-snapshot
Representation Learning for Attributed Multiplex Heterogeneous Network
inferredcites →https://doi.org/10.1145/3394486.3403293openalex-snapshot
MultiSage
inferredcites →https://doi.org/10.1145/3511808.3557572openalex-snapshot
CS-MLGCN: Multiplex Graph Convolutional Networks for Community Search in Multiplex Networks
inferredcites →https://doi.org/10.1145/3633518openalex-snapshot
A Survey on Graph Representation Learning Methods
inferredcites →https://doi.org/10.17863/cam.48429openalex-snapshot
Graph Attention Networks
inferredcites →https://doi.org/10.24963/ijcai.2018/428openalex-snapshot
Scalable Multiplex Network Embedding
inferredcites →https://doi.org/10.24963/ijcai.2020/175openalex-snapshot
MR-GCN: Multi-Relational Graph Convolutional Networks based on Generalized Tensor Product
inferredcites →https://doi.org/10.4230/lipics.ecoop.2025.6openalex-snapshot
Detecting Functionality-Specific Vulnerabilities via Retrieving Individual Functionality-Equivalent APIs in Open-Source Repositories
inferredcites →https://doi.org/10.48550/arxiv.1709.06636openalex-snapshot
An Attention-based Collaboration Framework for Multi-View Network Representation Learning
inferredcites →https://doi.org/10.48550/arxiv.1801.06597openalex-snapshot
mvn2vec: Preservation and Collaboration in Multi-View Network Embedding
inferredcites →https://doi.org/10.48550/arxiv.1903.06607openalex-snapshot
Matching Entities Across Different Knowledge Graphs with Graph Embeddings
inferredcites →https://doi.org/10.48550/arxiv.2211.08378openalex-snapshot
Anomaly Detection in Multiplex Dynamic Networks: from Blockchain Security to Brain Disease Prediction
inferredcites →https://doi.org/10.5281/zenodo.20695702openalex-snapshot
RhizoDB: A Bounded Activation-Flow Architecture for Graph-Based Memory Systems

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1109/tkde.2026.3717911openalex-snapshot
Multiplex Network Unsupervised Representation With Adaptive Multi-View Tensor Graph Learning
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