Tencent Cloud Developer
Jun 9, 2021 · Artificial Intelligence
Overview of Common Graph Embedding Methods in Industry
The article surveys six widely‑used graph‑embedding techniques—DeepWalk, Node2Vec, LINE, SDNE, EGES and Metapath2Vec—explaining how each transforms graph topology into low‑dimensional vectors via random walks, biased sampling, proximity‑based objectives, deep auto‑encoders, side‑information integration, or meta‑path‑guided walks for industrial applications.
DeepWalkEGESMetapath2Vec
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