WalkGNN, a pair-state graph neural network run on ego-nets, is reported to outperform baselines for VK friend suggestions offline and lift friend-request CTR by 12 percent online.
Mirrokni, Ismail Sebe, Ahmed Taei, and Sunita Verma
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GNN Applied to Ego-nets for Friend Suggestions
WalkGNN, a pair-state graph neural network run on ego-nets, is reported to outperform baselines for VK friend suggestions offline and lift friend-request CTR by 12 percent online.