Dan Song's Group

Selected Publications on Image Generation [Google Scholar]

2025

MMPFormer: A Memory-Aware Multiscale Predictive Transformer for Precipitation Nowcasting

Dan Song, Dehan Wang, Wenhui Li, Lanjun Wang, Ryan Wen Liu, Zhiqiang Wei

IEEE Transactions on Geoscience and Remote Sensing (TGRS)

Prior information assisted multi-scale network for precipitation nowcasting

Dan Song, Yu Wang, Wenhui Li, Wen Liu, Zhiqiang Wei, Anan Liu

Computers & Geosciences

2024

Multi-Task Spatial-Temporal Transformer for Multi-Variable Meteorological Forecasting

Tianbao Li, Anan Liu, Dan Song, Wenhui Li, Jing Zhang, Zhiqiang Wei

IEEE Transactions on Knowledge and Data Engineering (TKDE)

Multi-Scale Spatial-Temporal Transformer for Meteorological Variable Forecasting

Tianbao Li, Yuting Su, Dan Song, Wenhui Li, Zhiqiang Wei, Anan Liu

IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)

STVformer: A spatial-temporal-variable transformer with auxiliary knowledge for sea surface temperature prediction

Dan Song, Shuqi Dai, Wenhui Li, Tongwei Ren, Zhiqiang Wei, Anan Liu

Applied Ocean Research

Multimodal Adversarial Fusion for Typhoon Intensity Forecasting

Wenhui Li, Yue Li, Yuanxiang Yang, Dan Song, Zhiqiang Wei, Anan Liu

IEEE Transactions on Geoscience and Remote Sensing (TGRS)

2023

Spatial-temporal transformer network for multi-year ENSO prediction

Dan Song, Xinqi Su, Wenhui Li, Zhengya Sun, Tongwei Ren, Wen Liu, Anan Liu

Frontiers in Marine Science