Publications

A collection of my research work.

FDMamba-Net: Feature-Decoupled Mamba Network for Efficient Flight Trajectory Prediction

FDMamba-Net: Feature-Decoupled Mamba Network for Efficient Flight Trajectory Prediction

Jun Tao, Tao Xu, Jinyang Fang, Jingyuan Xu, Yiming Liu, Yixiao Liu

Advanced Intelligent Computing Technology and Applications (ICIC 2025) 2025

A novel deep learning framework combining feature decoupling, spatiotemporal attention fusion, Mamba blocks and spatial-enhanced decoding for efficient and precise flight trajectory prediction.

DOI
Multi-task Driven ResNet-Transformer Framework for Wind Power Forecasting with Dynamic Mode Decomposition Correction

Multi-task Driven ResNet-Transformer Framework for Wind Power Forecasting with Dynamic Mode Decomposition Correction

Yiming Liu, Wei Li, Ran Ran, Yongqi Wang, Tao Xu, Jun Tao

Advanced Intelligent Computing Technology and Applications (ICIC 2025) 2025

A ResNet-Transformer hybrid framework with multi-task learning and dynamic mode decomposition correction for accurate wind power forecasting.

DOI