Guowen Li

SeasonBench-EA, a multi-resolution, multi-source benchmark dataset for seasonal climate prediction over East Asia, supporting both machine learning-based forecasting and ensemble post-processing.

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

We propose DiffLiG, a graph-based model that addresses station heterogeneity and oversmoothing via spatiotemporal encoding and diffusion-based ensemble refinement for accurate, structure-aware precipitation interpolation.