Increasing the Stability of EEG-based Emotion Recognition with a Variant of Neural Processes. - Yan-Kai Liu; Wei-Bang Jiang; Bao-Liang Lu (IJCNN, 2022)

EEG Data Augmentation for Emotion Recognition Using Diffusion Model. - Yi-Dong Zhao; Yan-Kai Liu; Wei-Long Zheng; Bao-Liang Lu (EMBC, 2024)

EEG2Video: Towards Decoding Dynamic Visual Perception from EEG Signals. - Xuan-Hao Liu; Yan-Kai Liu; Yansen Wang; Kan Ren; Hanwen Shi; Zilong Wang 006; Dongsheng Li 002; Bao-Liang Lu; Wei-Long Zheng (NeurIPS, 2024)

Multi-to-Single: Reducing Multimodal Dependency in Emotion Recognition Through Contrastive Learning. - Yan-Kai Liu; Jinyu Cai; Bao-Liang Lu; Wei-Long Zheng (AAAI, 2025)