Speech Emotion Recognition Using Multi-granularity Feature Fusion Through Auditory Cognitive Mechanism. - Cong Xu 004; Haifeng Li 001; Hongjian Bo; Lin Ma 003 (ICCC, 2019)

Emotion Recognition Based on Representation Dissimilarity Matrix. - Hongjian Bo; Cong Xu 004; Boying Wu; Lin Ma 003; Haifeng Li 001 (ICME Workshops, 2022)

MODENN: A Shallow Broad Neural Network Model Based on Multi-Order Descartes Expansion. - Haifeng Li 001; Cong Xu 004; Lin Ma 003; Hongjian Bo; David Zhang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

fNIRS emotion recognition method based on multi-scale fusion features. - Shihang Ding; Kaixuan Wang; Wenhao Jiang; Cong Xu 004; Hongjian Bo; Lin Ma 003; Haifeng Li 001 (BIBM, 2024)

Multimodal Brain Signal Analysis with State-Space Modeling: A Study on Working Memory. - Wenhao Jiang; Qinglong Liu; Kaixuan Wang; Shihang Ding; Hongjian Bo; Cong Xu 004; Lin Ma 003; Haifeng Li 001 (BIBM, 2024)

Exploring the Neural Dynamics in Temporal Lobe Epilepsy: A Study using Transformer and Hidden Markov Models. - Wenhao Jiang; Zhiguo Lin; Kaixuan Wang; Shihang Ding; Chunying Fang; Hongjian Bo; Cong Xu 004; Shengkun Yu; Tianyu Wang; Yifei Gu; Tiejun Zhao; Haifeng Li 001 (BIBM, 2024)

MCAHNN: Multi-Channel EEG Emotion Recognition Using Attention Mechanism Based on Householder Reflection. - Qinglong Liu; Wenhao Jiang; Shihang Ding; Kaixuan Wang; Hongjian Bo; Cong Xu 004; Lin Ma 003; Haifeng Li 001 (ECAI, 2024)

EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals. - Guangyu Wang; Wenchao Liu 004; Yuhong He; Cong Xu 004; Lin Ma 003; Haifeng Li 001 (NeurIPS, 2024)

A novel multi-feature fusion attention neural network for the recognition of epileptic EEG signals. - Congshan Sun; Cong Xu 004; Hongwei Li; Hongjian Bo; Lin Ma 003; Haifeng Li 001 (Frontiers Comput. Neurosci., 2024)

A novel capsule network based on Multi-Order Descartes Extension Transformation. - Hongjia Zhu; Cong Xu 004; Lin Ma 003; Haifeng Li 001 (Neurocomputing, 2024)

Adaptively Optimized Masking EMD for Separating Intrinsic Oscillatory Modes of Nonstationary Signals. - Congshan Sun; Hongwei Li; Cong Xu 004; Lin Ma 003; Haifeng Li 001 (IEEE Signal Process. Lett., 2024)

Deep-to-broad technique to accelerate deep neural networks. - Hongjia Zhu; Cong Xu 004; Lin Ma 003; Haifeng Li 001 (Expert Syst. Appl., 2025)