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Songyu Ke

2 accepted papers

2023

AirFormer: Predicting Nationwide Air Quality in China with Transformers

AAAI 2023technical

Air pollution is a crucial issue affecting human health and livelihoods, as well as one of the barriers to economic growth. Forecasting air quality has become an increasingly important endeavor with significant social impacts, especially in emerging countries. In this paper, we present a novel Trans…

2021

Robust Spatio-Temporal Purchase Prediction via Deep Meta Learning

AAAI 2021technical

Purchase prediction is an essential task in both online and offline retail industry, especially during major shopping festivals, when strong promotion boosts consumption dramatically. It is important for merchants to forecast such surge of sales and have better preparation. This is a challenging pro…

Cited by 16SourcePDFScholar