2 papers
cs.LG2026
Rectifying Distribution Shift in Cascaded Precipitation Nowcasting
Fanbo Ju, Haiyuan Shi, Qingjian Ni
Precipitation nowcasting, which aims to provide high spatio-temporal resolution precipitation forecasts by leveraging current radar observations, is a core task in regional weather…
cs.LG2025
A Multi-scale Representation Learning Framework for Long-Term Time Series Forecasting
Boshi Gao, Qingjian Ni, Fanbo Ju +2
Long-term time series forecasting (LTSF) offers broad utility in practical settings like energy consumption and weather prediction. Accurately predicting long-term changes, however…