Methods › Graphs › Graph Embeddings › NetMF
Network Embedding as Matrix Factorization:
NetMF
Introduced by Jiezhong Qiu et al. in Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec
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
3 shown of 3, 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.
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Learning Large-scale Network Embedding from Representative Subgraph 2 Dec 2021 · 0 repositories · arXiv:2112.01442
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Network Representation Learning: Consolidation and Renewed Bearing 2 May 2019 · 1 repository · arXiv:1905.00987
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Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec 9 Oct 2017 · 4 repositories · arXiv:1710.02971Syntology ran 3 of 3 samples · 0 unverified
Tasks archive 2025-07-28
7 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 |
|---|---|
| Network Embedding | 2 |
| Representation Learning | 2 |
| Dimensionality Reduction | 1 |
| General Classification | 1 |
| Graph Sampling | 1 |
| Link Prediction | 1 |
| Node Classification | 1 |
Usage over time archive 2025-07-28
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
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections