• DOI:10.1109/tkde.2019.2937493
Corpus ID: 6977813

Label Propagation on K-partite Graphs with Heterophily

@article{Deng2017LabelPO,
  title={Label Propagation on K-partite Graphs with Heterophily},
  author={Dingxiong Deng and Fan Bai and Yiqi Tang and Shuigeng Zhou and C. Shahabi and L. Zhu},
  journal={ArXiv},
  year={2017},
  volume={abs/1701.06075}
}

Dingxiong Deng, Fan Bai, +3 authors L. Zhu

Published 2017

Computer Science, Mathematics

ArXiv

In this paper, for the first time, we study label propagation in heterogeneous graphs under heterophily assumption. Homophily label propagation (i.e., two connected nodes share similar labels) in homogeneous graph (with same types of vertices and relations) has been extensively studied before. Unfortunately, real-life networks are heterogeneous, they contain different types of vertices (e.g., users, images, texts) and relations (e.g., friendships, co-tagging) and allow for each node to… CONTINUE READING

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