Graph Classification Factorization

Factorization

• Hierarchical Stochastic Graphlet Embedding for Graph-based Pattern Recognition (Pattern Recognition 2018)

  • Anjan Dutta, Pau Riba, Josep Lladós, Alicia Fornés
  • [Paper]
  • [Matlab Reference]

• Learning Graph Representation via Frequent Subgraphs (SDM 2018)

  • Dang Nguyen, Wei Luo, Tu Dinh Nguyen, Svetha Venkatesh, Dinh Phung
  • [Paper]
  • [Python Reference]

• Anonymous Walk Embeddings (ICML 2018)

  • Sergey Ivanov and Evgeny Burnaev
  • [Paper]
  • [Python Reference]

• Graph2vec (MLGWorkshop 2017)

  • Annamalai Narayanan, Mahinthan Chandramohan, Lihui Chen, Yang Liu, and Santhoshkumar Saminathan
  • [Paper]
  • [Python High Performance]
  • [Python Reference]

• Subgraph2vec (MLGWorkshop 2016)

  • Annamalai Narayanan, Mahinthan Chandramohan, Lihui Chen, Yang Liu, and Santhoshkumar Saminathan
  • [Paper]
  • [Python High Performance]
  • [Python Reference]

• Rdf2Vec: RDF Graph Embeddings for Data Mining (ISWC 2016)

  • Petar Ristoski and Heiko Paulheim
  • [Paper]
  • [Python Reference]

• Deep Graph Kernels (KDD 2015)

  • Pinar Yanardag and S.V.N. Vishwanathan
  • [Paper]
  • [Python Reference]