Search Results for author: Xinyuan Qi

Found 1 papers, 0 papers with code

From Known to Unknown: Knowledge-guided Transformer for Time-Series Sales Forecasting in Alibaba

no code implementations17 Sep 2021 Xinyuan Qi, Kai Hou, Tong Liu, Zhongzhong Yu, Sihao Hu, Wenwu Ou

Except for introducing future knowledge for prediction, we propose Aliformer based on the bidirectional Transformer, which can utilize the historical information, current factor, and future knowledge to predict future sales.

Time Series Time Series Forecasting

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