Diffusion-based Negative Sampling on Graphs for Link Prediction

Author:

Nguyen Trung-Kien1ORCID,Fang Yuan2ORCID

Affiliation:

1. University of Southern California, Los Angeles, USA

2. Singapore Management University, Singapore, Singapore

Funder

Academic Research Fund Tier 2, Ministry of Education, Singapore

Publisher

ACM

Reference54 articles.

1. Lada A Adamic and Eytan Adar. 2003. Friends and neighbors on the web. Social networks, Vol. 25, 3 (2003), 211--230.

2. Kian Ahrabian, Aarash Feizi, Yasmin Salehi, William L Hamilton, and Avishek Joey Bose. 2020. Structure aware negative sampling in knowledge graphs. arXiv preprint arXiv:2009.11355 (2020).

3. Martin Arjovsky and Léon Bottou. 2017. Towards principled methods for training generative adversarial networks. arXiv preprint arXiv:1701.04862 (2017).

4. Martin Arjovsky, Soumith Chintala, and Léon Bottou. 2017. Wasserstein generative adversarial networks. In International conference on machine learning. PMLR, 214--223.

5. Liwei Cai and William Yang Wang. 2017. Kbgan: Adversarial learning for knowledge graph embeddings. arXiv preprint arXiv:1711.04071 (2017).

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