Conference
Aug 2026
DTFNet: Dual-stage LSTM-Transformer fusion architecture for time series prediction
Time series prediction plays a vital role across numerous real-world domains. However, existing methods struggle to simultaneously capture short-term temporal dynamics and long-term dependencies. To overcome this limitation, this paper proposes a Dual-stage Temporal Fusion Network, termed DTFNet, which realizes multi-s...
Xiang-Long Ma, J. Sha, Xinling Wang et al.
· 2026 IEEE International Conf... · 0 citations