Methods › Graphs › Graph Embeddings › metapath2vec

metapath2vec

9 papers tagged archive 2025-07-28

Introduced by Yuxiao Dong et al. in metapath2vec: Scalable Representation Learning for Heterogeneous Networks

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

The archive carries no description for this method.

Papers archive 2025-07-28

9 shown of 9, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

Network analytics for insurance fraud detection: a critical case study
14 May 2024 · 1 repository
Subgraph2vec: A random walk-based algorithm for embedding knowledge graphs
3 May 2024 · 0 repositories · arXiv:2405.02240
Prerequisite-driven Q-matrix Refinement for Learner Knowledge Assessment: A Case Study in Online Learning Context
24 Aug 2022 · 0 repositories · arXiv:2208.12642
TrialGraph: Machine Intelligence Enabled Insight from Graph Modelling of Clinical Trials
15 Dec 2021 · 0 repositories · arXiv:2112.08211
Variational Inference for Category Recommendation in E-Commerce platforms
15 Apr 2021 · 0 repositories · arXiv:2104.07748
Representation Learning for Medical Data
22 Jan 2020 · 1 repository · arXiv:2001.08269
Macross: Urban Dynamics Modeling based on Metapath Guided Cross-Modal Embedding
28 Nov 2019 · 0 repositories · arXiv:1911.12866
Symbolic Graph Embedding using Frequent Pattern Mining
29 Oct 2019 · 1 repository · arXiv:1910.13314
metapath2vec: Scalable Representation Learning for Heterogeneous Networks
1 Aug 2017 · 1 repository

Tasks archive 2025-07-28

17 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

Task	Papers
Link Prediction	2
Representation Learning	2
Anomaly Detection	1
Clustering	1
Decision Making	1
Diagnostic	1
Disease Prediction	1
Fraud Detection	1
General Classification	1
Graph Embedding	1
Inductive logic programming	1
Knowledge Graphs	1
Medical Diagnosis	1
Network Embedding	1
Node Classification	1
Node Property Prediction	1
Variational Inference	1

Usage over time archive 2025-07-28

Papers per year the archive tags with this method, by the paper's archive date (9 dated). Bars are counts, not a trend claim.

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

Graph Embeddings

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