23 citations · 25 across the 7 of their papers we have counts for
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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…