23 citations · 23 across the 5 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2025
LangPrecip: Language-Aware Multimodal Precipitation Nowcasting
Xudong Ling, Chaorong Li, Tianxi Huang +2
Short-term precipitation nowcasting is an inherently uncertain and under-constrained spatiotemporal forecasting problem, especially for rapidly evolving and extreme weather events.…
cs.LG2024
Precipitation Nowcasting Using Diffusion Transformer with Causal Attention
ChaoRong Li, XuDong Ling, YiLan Xue +5
Short-term precipitation forecasting remains challenging due to the difficulty in capturing long-term spatiotemporal dependencies. Current deep learning methods fall short in estab…