2025
OnsitNet: A memory-capable online time series forecasting model incorporating a self-attention mechanism.
Expert Syst. Appl., 2025

Fading-Invariant Adversarial Attacks on Neural Modulation Recognition.
Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024
Online Multivariate Time Series Anomaly Detection Method Based on Contrastive Learning.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

2023
CNformer: a convolutional transformer with decomposition for long-term multivariate time series forecasting.
Appl. Intell., September, 2023

CLformer: Locally grouped auto-correlation and convolutional transformer for long-term multivariate time series forecasting.
Eng. Appl. Artif. Intell., May, 2023

A long-term multivariate time series forecasting network combining series decomposition and convolutional neural networks.
Appl. Soft Comput., May, 2023