A Framework on Optimization Strategy for EEG Motor Imagery Recognition. - Banghua Yang; Chengcheng Fan; Cuntai Guan; Xuelin Gu; Minmin Zheng (EMBC, 2019)

Drug Addiction Detection Algorithm Based on CNN-BN. - Du Li; Banghua Yang; Xuelin Gu; Dewen Kong; Peng Zan (ICCPR, 2020)

A Study on EEG-NIRS Testing of Drug Users' Brain Function under Visual Induction. - Banghua Yang; Xuelin Gu; Ding Xu; Chengcheng Fan (ICCPR, 2020)

Brain-Controlled Robotic Arm Based on Adaptive FBCCA. - Dong Zhang; Banghua Yang; Shouwei Gao; Xuelin Gu (HBAI@IJCAI, 2020)

Motor Imagery EEG Classification Method Based on Adaptive Decision Surface of LDA Classifier. - Banghua Yang; Du Li; BaiHeng Ma; Xuelin Gu; Dewen Kong (ICBBB, 2021)

Research on Brain-Controlled Robotic Arm Based on Improved Faster-RCNN Target Detection Model. - Wenhua Chen; Banghua Yang; Xuelin Gu; Zhaokun Wang; Yunzhe Li 004 (ICCPR, 2021)

Brain-Controlled Robotic Arm Grasping System Based on Adaptive TRCA. - Zhaokun Wang; Banghua Yang; Wen Wang 004; Dong Zhang; Xuelin Gu (ICCPR, 2021)

Prefrontal fNIRS-based clinical data analysis of brain functions in individuals abusing different types of drugs. - Xuelin Gu; Banghua Yang; Shouwei Gao; Lin Feng Yan; Ding Xu; Wen Wang 004 (J. Biomed. Semant., 2021)

CNN-based EEG Classification Method for Drug Use Detection. - Hui Zeng; Banghua Yang; Xuelin Gu; Yongcong Li; Xinxing Xia; Shouwei Gao (ICCPR, 2022)

Application of AC-CNN Model and CAM Interpretability Method in EEG of Drug Abuser. - Wenrui Huang; Xiaoou Li; Xuelin Gu (ICBRA, 2023)

A Study on the Assessment of Drug Addiction Level of Bimodal Eeg-Nirs Based on Tsnet. - Xiaowen Zhang; Xuelin Gu; Xiaoou Li (ICBBT, 2024)

Neurophysiological data augmentation for EEG-fNIRS multimodal features based on a denoising diffusion probabilistic model. - Li Chen; Zhong Yin; Xuelin Gu; Xiaowen Zhang; Xueshan Cao; Chaojing Zhang; Xiaoou Li (Comput. Methods Programs Biomed., 2025)

Electrophysiological biomarkers based on CISANET characterize illness severity and suicidal ideation among patients with major depressive disorder. - Yuchen Liang; Xuelin Gu; Yifan Shi; Yiru Fang; Zhiguo Wu; Xiaoou Li (Medical Biol. Eng. Comput., 2025)