awesome-network-embedding

A curated list of network embedding techniques.

GitHub
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504 forks
last commit: almost 4 years ago
Linked from 6 awesome lists

graph-embeddingsknowledge-graphnetwork-embeddingrepresentation-learning

Paper References with the implementation(s)
[Paper]
[Python] 1,682 11 months ago
[Paper]
[Python] 44 over 1 year ago
[Python KarateClub] 2,142 3 months ago
[Paper]
[Python] 71 over 5 years ago
[Paper]
[Python KarateClub] 2,142 3 months ago
[Paper]
[Python KarateClub] 2,142 3 months ago
[Paper]
[Python KarateClub] 2,142 3 months ago
[Paper]
[Python KarateClub] 2,142 3 months ago
[Paper]
[Python] 18 over 3 years ago
[Paper]
[Python] 252 almost 2 years ago
[Project]
[code] 2,141 5 months ago
[Project]
[Code] 349 2 months ago
[github] 3,365 7 months ago
[paper]
[code] 10 over 5 years ago
[paper]
[Python KarateClub] 2,142 3 months ago
[Python] 155 about 2 years ago
[paper]
[Python PyTorch] 208 almost 2 years ago
[paper]
[Python PyTorch] 402 almost 2 years ago
[paper]
[Python PyTorch] 1,240 over 1 year ago
[paper]
[Python PyTorch] 211 over 1 year ago
[arxiv]
[paper]
[code] 92 over 3 years ago
[paper]
[Python PyTorch] 21,076 3 days ago
[paper]
[Python PyTorch] 350 11 months ago
[paper]
[Python PyTorch] 53 about 5 years ago
[paper]
[Python PyTorch] 567 over 1 year ago
[Python TensorFlow] 64 over 5 years ago
[paper]
[Python PyTorch] 362 almost 2 years ago
[Python TensorFlow] 317 about 1 year ago
[paper]
[Python KarateClub] 2,142 3 months ago
[Python] 165 almost 2 years ago
[paper]
[Python]
[Python PyTorch] 315 almost 2 years ago
[Python TensorFlow] 33,973 2 days ago
[paper]
[Python PyTorch] 2,886 about 1 year ago
[Python TensorFlow] 3,192 over 2 years ago
[paper] 71 over 1 year ago
[Python KarateClub] 2,142 3 months ago
[Python PyTorch] 71 over 1 year ago
[C++] 10 over 4 years ago
[paper] 268 over 1 year ago
[Python] 268 over 1 year ago
[paper] 71 about 2 years ago
[Python KarateClub] 2,142 3 months ago
[Python] 71 about 2 years ago
[paper]
[Python KarateClub] 2,142 3 months ago
[Python] 202 over 1 year ago
[Matlab] 21 over 3 years ago
[paper]
[Python KarateClub] 2,142 3 months ago
[Python] 86 over 1 year ago
[Matlab] 3 over 6 years ago
[Project]
[code] 45 over 6 years ago
[paper]
[Python] 6 almost 4 years ago
[dataset]
[paper]
[Python] 46 about 6 years ago
[paper]
[Python] 26 over 6 years ago
[paper]
[Python Karateclub] 2,142 3 months ago
[Python] 102 over 1 year ago
[paper]
[Python] 58 almost 3 years ago
[paper]
[Python Karateclub] 2,142 3 months ago
[Python] 2 over 6 years ago
[Python] 18 about 2 years ago
[paper]
[Python]
[Site]
[paper]
[Python] 82 about 6 years ago
[paper]
[Python] 225 almost 4 years ago
[KDD 2016]
[Python]
[Python KarateClub] 2,142 3 months ago
[Arxiv] [[WWW 2018]]
[Python] 129 over 3 years ago
[ICLR 2018 OpenReview (rejected)]
[Python] 145 almost 7 years ago
[Paper] (SDM 2018)
[Python]
[Arxiv]
[Python] 370 about 1 year ago
[AAAI 2018]
[Lua] 172 over 6 years ago
[Arxiv]
[Python] 305 over 5 years ago
[Arxiv] [[ISMB 2018]]
[Python] 447 almost 2 years ago
[AAAI 2018]
[Python] 44 over 5 years ago
[Arxiv]
[Python] 78 about 4 years ago
[KDD 2016]
[Python] 92 over 6 years ago
[Arxiv]
[Python] 18 almost 7 years ago
[Arxiv]
[Python] 252 about 5 years ago
RSDNE: Exploring Relaxed Similarity and Dissimilarity from Completely-imbalanced Labels for Network Embedding. , AAAI 2018
[Matlab] 11 over 4 years ago
[Arxiv] ,
[Python] 515 over 3 years ago
Fast Sequence Based Embedding with Diffusion Graphs , CompleNet 2018
[Python KarateClub] 2,142 3 months ago
[Python] 125 almost 2 years ago
Poincaré Embeddings for Learning Hierarchical Representations , NIPS 2017
[PyTorch] 1,670 2 months ago
PRUNE: Preserving Proximity and Global Ranking for Network Embedding , NIPS 2017
[code] 45 over 6 years ago
[arxiv]
[Python] 83 over 3 years ago
[Fast Python] 81 almost 2 years ago
Spectral Graph Wavelets for Structural Role Similarity in Networks ,
[arxiv] ,
[Python] 169 almost 6 years ago
StarSpace: Embed All The Things! , arxiv'17
[code] 3,939 almost 2 years ago
[arxiv]
struc2vec: Learning Node Representations from Structural Identity , KDD'17
[Python] 382 about 1 year ago
[Python] 59 over 2 years ago
Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation , '18
[Python KarateClub] 2,142 3 months ago
[Python] 33 about 2 years ago
[Python TensorFlow] 119 almost 2 years ago
[Python KarateClub] 2,142 3 months ago
[arxiv]
ICE: Item Concept Embedding via Textual Information , SIGIR'17
[demo]
[paper]
[paper]
[arxiv]
[arxiv]
[paper]
[Python Tensorflow] 103 over 6 years ago
[Python] 1,334 over 4 years ago
Convolutional 2D Knowledge Graph Embeddings , arxiv
[source] 673 6 months ago
node2vec: Scalable Feature Learning for Networks , KDD'16
[arxiv]
Deep Neural Networks for Learning Graph Representations , AAAI'16
[Matlab] 42 over 7 years ago
Holographic Embeddings of Knowledge Graphs , AAAI'16
[Python-sklearn] 174 about 6 years ago
Complex Embeddings for Simple Link Prediction , ICML'16
[arxiv]
[paper]
[arxiv]
[arxiv]
[Python gensim] 893 almost 2 years ago
PowerWalk: Scalable Personalized PageRank via Random Walks with Vertex-Centric Decomposition , CIKM'16
[code] 15 almost 8 years ago
LINE: Large-scale information network embedding , WWW'15
[arxiv]
PTE: Predictive Text Embedding through Large-scale Heterogeneous Text Networks , KDD'15
[C++] 96 almost 7 years ago
Grarep: Learning graph representations with global structural information , CIKM'15
[Matlab] 53 over 6 years ago
[Julia] 3 over 7 years ago
[Python] 62 almost 2 years ago
[Python KarateClub] 2,142 3 months ago
Learning Entity and Relation Embeddings for Knowledge Graph Completion , AAAI'15
[paper]
Network Representation Learning with Rich Text Information , IJCAI'15
[paper]
DeepWalk: Online Learning of Social Representations , KDD'14
[arxiv]
[arxiv]
[paper]

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