Weidong Xiao

Novel solar forecasting scheme modelled by mixer dual path network and based on sky images

2023 · e-Prime - Advances in Electrical Engineering Electronics and Energy

The prediction of global horizontal irradiance has become an effective technique to address the intermittence issue of photovoltaic (PV) power generation. This article proposes a novel deep neural network(DNN), named Mixer Dual Path Network (Mixer-DPN), …

Towards Privacy-Preserving Personalized Federated Relation Classification

2025 · IEEE Transactions on Big Data

Relation classification plays a crucial role in detecting semantic relations between annotated entities within text data, serving as a fundamental tool for knowledge structurization. In recent years, federated learning has emerged as a promising approach …