struc2vec: Learning Node Representations from Structural Identity
2017-04-11Code Available0· sign in to hype
Leonardo F. R. Ribeiro, Pedro H. P. Saverese, Daniel R. Figueiredo
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ReproduceCode
- github.com/leoribeiro/struc2vecOfficialIn papernone★ 0
- github.com/zehong-wang/subgraph-poolingpytorch★ 3
- github.com/shenweichen/GraphEmbeddingtf★ 0
- github.com/liuxinkai94/Graph-embeddingtf★ 0
- github.com/snap-stanford/graphwavenone★ 0
Abstract
Implementation and experiments of graph embedding algorithms.deep walk,LINE(Large-scale Information Network Embedding),node2vec,SDNE(Structural Deep Network Embedding),struc2vec
Tasks
Benchmark Results
| Dataset | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| Eximtradedata | Struc2vec | Accuracy | 22.8 | — | Unverified |
| Wikipedia | Struc2vec | Macro-F1 | 0.19 | — | Unverified |