dongqifu / vane

A View-Adversarial Framework for Multi-View Network Embedding, CIKM 2020

VANE: View-Adversarial Multi-View Network Embedding

This repository is for the CIKM' 2020 paper "A View-Adversarial Framework for Multi-View Network Embedding" (Link).

Functionality

Given a multi-view network, VANE is able to produce view-invariant and robust node embeddings via two adversarial games.

Reference

If you use the materials from this repositiory, please refer to our paper.

@inproceedings{DBLP:conf/cikm/FuXLTH20,
  author    = {Dongqi Fu and
               Zhe Xu and
               Bo Li and
               Hanghang Tong and
               Jingrui He},
  title     = {A View-Adversarial Framework for Multi-View Network Embedding},
  booktitle = {{CIKM} '20: The 29th {ACM} International Conference on Information
               and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020},
  pages     = {2025--2028},
  publisher = {{ACM}},
  year      = {2020},
  url       = {https://doi.org/10.1145/3340531.3412127},
  doi       = {10.1145/3340531.3412127},
  timestamp = {Mon, 19 Oct 2020 18:49:47 +0200},
  biburl    = {https://dblp.org/rec/conf/cikm/FuXLTH20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}