awesome-network-embedding

Links

• [Paper]
• [Python]
  1.7Kalmost 3 years
• [Paper]
• [Python]
  47over 3 years
• [Python KarateClub]
  2.2Kover 2 years
• [Paper]
• [Python]
  70over 7 years
• [Paper]
• [Python KarateClub]
  2.2Kover 2 years
• [Paper]
• [Python KarateClub]
  2.2Kover 2 years
• [Paper]
• [Python KarateClub]
  2.2Kover 2 years
• [Paper]
• [Python KarateClub]
  2.2Kover 2 years
• [Paper]
• [Python]
  19over 5 years
• [Paper]
• [Python]
  253almost 4 years
• [Project]
• [code]
  2.2Kalmost 2 years
• [Project]
• [Code]
  3622 years
• [github]
  3.4Kover 2 years
• [paper]
• [code]
  10over 7 years
• [paper]
• [Python KarateClub]
  2.2Kover 2 years
• [Python]
  1604 years
• [paper]
• [Python PyTorch]
  209almost 4 years
• [paper]
• [Python PyTorch]
  403almost 4 years
• [paper]
• [Python PyTorch]
  1.2Kover 3 years
• [paper]
• [Python PyTorch]
  213over 3 years
• [arxiv]
• [paper]
• [code]
  93over 5 years
• [paper]
• [Python PyTorch]
  21.6Kalmost 2 years
• [paper]
• [Python PyTorch]
  353almost 3 years
• [paper]
• [Python PyTorch]
  537 years
• [paper]
• [Python PyTorch]
  577over 3 years
• [Python TensorFlow]
  64over 7 years
• [paper]
• [Python PyTorch]
  367almost 4 years
• [Python TensorFlow]
  321almost 2 years
• [paper]
• [Python KarateClub]
  2.2Kover 2 years
• [Python]
  167almost 4 years
• [paper]
• [Python]
• [Python PyTorch]
  322almost 4 years
• [Python TensorFlow]
  34.5Kalmost 2 years
• [paper]
• [Python PyTorch]
  2.9Kover 3 years
• [Python TensorFlow]
  3.3Kover 4 years
• [paper]
  72over 3 years
• [Python KarateClub]
  2.2Kover 2 years
• [Python PyTorch]
  72over 3 years
• [C++]
  10over 6 years
• [paper]
  270over 3 years
• [Python]
  270over 3 years
• [paper]
  744 years
• [Python KarateClub]
  2.2Kover 2 years
• [Python]
  744 years
• [paper]
• [Python KarateClub]
  2.2Kover 2 years
• [Python]
  203over 3 years
• [Matlab]
  22over 5 years
• [paper]
• [Python KarateClub]
  2.2Kover 2 years
• [Python]
  87over 3 years
• [Matlab]
  3over 8 years
• [Project]
• [code]
  45over 8 years
• [paper]
• [Python]
  6almost 6 years
• [dataset]
• [paper]
• [Python]
  468 years
• [paper]
• [Python]
  26over 8 years
• [paper]
• [Python Karateclub]
  2.2Kover 2 years
• [Python]
  106over 3 years
• [paper]
• [Python]
  59almost 5 years
• [paper]
• [Python Karateclub]
  2.2Kover 2 years
• [Python]
  2over 8 years
• [Python]
  204 years
• [paper]
• [Python]
• [Site]
• [paper]
• [Python]
  81over 8 years
• [paper]
• [Python]
  227almost 6 years
• [KDD 2016]
• [Python]
• [Python KarateClub]
  2.2Kover 2 years
• [Arxiv]

  [[WWW 2018]]

• [Python]
  129over 5 years
• [ICLR 2018 OpenReview (rejected)]
• [Python]
  146almost 9 years
• [Paper]

  (SDM 2018)

• [Python]
• [Arxiv]
• [Python]
  377over 3 years
• [AAAI 2018]
• [Lua]
  174over 8 years
• [Arxiv]
• [Python]
  309over 7 years
• [Arxiv]

  [[ISMB 2018]]

• [Python]
  452almost 4 years
• [AAAI 2018]
• [Python]
  45over 7 years
• [Arxiv]
• [Python]
  816 years
• [KDD 2016]
• [Python]
  92over 8 years
• [Arxiv]
• [Python]
  18almost 9 years
• [Arxiv]
• [Python]
  2547 years
• RSDNE: Exploring Relaxed Similarity and Dissimilarity from Completely-imbalanced Labels for Network Embedding.

  , AAAI 2018

• [Matlab]
  12over 6 years
• [Arxiv]

  ,

• [Python]
  520over 5 years
• Fast Sequence Based Embedding with Diffusion Graphs

  , CompleNet 2018

• [Python KarateClub]
  2.2Kover 2 years
• [Python]
  128almost 4 years
• Poincaré Embeddings for Learning Hierarchical Representations

  , NIPS 2017

• [PyTorch]
  1.7K2 years
• PRUNE: Preserving Proximity and Global Ranking for Network Embedding

  , NIPS 2017

• [code]
  45over 8 years
• [arxiv]
• [Python]
  83over 5 years
• [Fast Python]
  83almost 4 years
• Spectral Graph Wavelets for Structural Role Similarity in Networks

  ,

• [arxiv]

  ,

• [Python]
  171almost 8 years
• StarSpace: Embed All The Things!

  , arxiv'17

• [code]
  3.9Kalmost 4 years
• [arxiv]
• struc2vec: Learning Node Representations from Structural Identity

  , KDD'17

• [Python]
  384over 3 years
• [Python]
  59over 4 years
• Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation

  , '18

• [Python KarateClub]
  2.2Kover 2 years
• [Python]
  364 years
• [Python TensorFlow]
  121almost 4 years
• [Python KarateClub]
  2.2Kover 2 years
• [arxiv]
• ICE: Item Concept Embedding via Textual Information

  , SIGIR'17

• [demo]
• [paper]
• [paper]
• [arxiv]
• [arxiv]
• [paper]
• [Python Tensorflow]
  103over 8 years
• [Python]
  1.3Kover 6 years
• Convolutional 2D Knowledge Graph Embeddings

  , arxiv

• [source]
  674over 2 years
• node2vec: Scalable Feature Learning for Networks

  , KDD'16

• [arxiv]
• Deep Neural Networks for Learning Graph Representations

  , AAAI'16

• [Matlab]
  42over 9 years
• Holographic Embeddings of Knowledge Graphs

  , AAAI'16

• [Python-sklearn]
  1728 years
• Complex Embeddings for Simple Link Prediction

  , ICML'16

• [arxiv]
• [paper]
• [arxiv]
• [arxiv]
• [Python gensim]
  908almost 4 years
• PowerWalk: Scalable Personalized PageRank via Random Walks with Vertex-Centric Decomposition

  , CIKM'16

• [code]
  15almost 10 years
• LINE: Large-scale information network embedding

  , WWW'15

• [arxiv]
• PTE: Predictive Text Embedding through Large-scale Heterogeneous Text Networks

  , KDD'15

• [C++]
  96almost 9 years
• Grarep: Learning graph representations with global structural information

  , CIKM'15

• [Matlab]
  53over 8 years
• [Julia]
  3over 9 years
• [Python]
  64almost 4 years
• [Python KarateClub]
  2.2Kover 2 years
• 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]