Optimizing Long-tailed Link Prediction in Graph Neural Networks through Structure Representation Enhancement

Author:

Wang Yakun1ORCID,Wang Daixin1ORCID,Liu Hongrui1ORCID,Hu Binbin2ORCID,Yan Yingcui3ORCID,Zhang Qiyang3ORCID,Zhang Zhiqiang2ORCID

Affiliation:

1. Ant Group, Beijing, China

2. Ant Group, Hangzhou, China

3. Ant Group, Shanghai, China

Publisher

ACM

Reference46 articles.

1. Lada A Adamic and Eytan Adar. 2003. Friends and neighbors on the web. Social networks 211--230.

2. Albert-László Barabási and Réka Albert. 1999. Emergence of scaling in random networks. science 509--512.

3. GraRep

4. Benjamin Paul Chamberlain Sergey Shirobokov Emanuele Rossi Fabrizio Frasca Thomas Markovich Nils Hammerla Michael M Bronstein and Max Hansmire. 2023. Graph Neural Networks for Link Prediction with Subgraph Sketching. In ICLR.

5. Tim R Davidson, Luca Falorsi, Nicola De Cao, Thomas Kipf, and JakubMTomczak. 2018. Hyperspherical variational auto-encoders. arXiv preprint arXiv:1804.00891 (2018).

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