TriFusionNet: Multiscale dual-stream and dimension-adaptive fusion network for epileptic seizure prediction. - Defu Zhai; Jie Wang; Han Xiao; Xianlei Zeng; Yan Leng; Weiwei Nie; Qi Yuan (Biomed. Signal Process. Control., 2026)

Lightweight Seizure Prediction Model based on Kernel-Enhanced Global Temporal Attention. - Defu Zhai; Jie Wang; Han Xiao; Xianlei Zeng; Weiwei Nie; Qi Yuan (Int. J. Neural Syst., 2026)

Interpretable end to end Epileptic Seizure Detection via Linear and Nonlinear Filtering Networks. - Jie Wang; Xianlei Zeng; Yingchao Wang; Jie Xu; Defu Zhai; Han Xiao; Weiwei Nie; Qi Yuan (IEEE J. Biomed. Health Informatics, 2026)