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Gaia: Graph Neural Network with Temporal Shift aware Attention for Gross Merchandise Value Forecast in E-commerce [article]

Borui Ye, Shuo Yang, Binbin Hu, Zhiqiang Zhang, Youqiang He, Kai Huang, Jun Zhou, Yanming Fang
2022 arXiv   pre-print
Thanks to graph neural networks (GNN) which has great ability to correlate different entities to enrich information, we propose Gaia, a graph neural network (GNN) model with temporal shift aware attention  ...  In this article, we present a solution to better forecast GMV inside Alipay app.  ...  We hereby propose Gaia, a Graph Neural Network with Tempoal Shift aware Attention.  ... 
arXiv:2207.13329v1 fatcat:phinjvccfbb3xlrrdze6lxktkm