Guowen Li

TianQuan-S2S: A Subseasonal-to-Seasonal Global Weather Model via Incorporate Climatology State

Task-Adaptive Parameter-Efficient Fine-Tuning for Weather Foundation Models

UniFLoW: Universal Multi-Modal Federated LoRA Fine-Tuning Framework with Analytical Aggregation

ResCast: Enhancing Global Medium-range Precipitation Forecasting with Residual Diffusion Model

SPFL: Sequential updates with Parallel aggregation for Enhanced Federated Learning under Category and Domain Shifts

DiffLiG: Diffusion-enhanced Liquid Graph with Attention Propagation for Grid-to-Station Precipitation Correction