Parallel Optimization Technology for Backbone Network Intrusion Detection System. - Xiaojuan Sun; Xinliang Zhou; Ninghui Sun; Mingyu Chen 001 (CIS (2), 2005)

Hybrid spiking neural network for sleep electroencephalogram signals. - Ziyu Jia; Junyu Ji; Xinliang Zhou; Yuhan Zhou (Sci. China Inf. Sci., 2022)

Monitoring and Analysis of Physical Exercise Effects Based on Multisensor Information Fusion. - Xinliang Zhou; Shantian Wen (J. Sensors, 2022)

An EEG Channel Selection Framework for Driver Drowsiness Detection via Interpretability Guidance. - Xinliang Zhou; Dan Lin; Ziyu Jia; Jiaping Xiao; Chenyu Liu; Liming Zhai; Yang Liu 003 (EMBC, 2023)

Interpretable and Robust AI in EEG Systems: A Survey. - Xinliang Zhou; Chenyu Liu; Liming Zhai; Ziyu Jia; Cuntai Guan; Yang Liu 003 (CoRR, 2023)

EEG-based Sleep Staging with Hybrid Attention. - Xinliang Zhou; Chenyu Liu; Jiaping Xiao; Yang Liu 003 (CoRR, 2023)

EENED: End-to-End Neural Epilepsy Detection based on Convolutional Transformer. - Chenyu Liu; Xinliang Zhou; Yang Liu 003 (CoRR, 2023)

VBH-GNN: Variational Bayesian Heterogeneous Graph Neural Networks for Cross-subject Emotion Recognition. - Chenyu Liu; Xinliang Zhou; Zhengri Zhu; Liming Zhai; Ziyu Jia; Yang Liu 003 (ICLR, 2024)

VSGT: Variational Spatial and Gaussian Temporal Graph Models for EEG-based Emotion Recognition. - Chenyu Liu; Xinliang Zhou; Jiaping Xiao; Zhengri Zhu; Liming Zhai; Ziyu Jia; Yang Liu 003 (IJCAI, 2024)

Graph Neural Networks in EEG-based Emotion Recognition: A Survey. - Chenyu Liu; Xinliang Zhou; Yihao Wu; Ruizhi Yang; Liming Zhai; Ziyu Jia; Yang Liu 003 (CoRR, 2024)

A Comprehensive Survey on EEG-Based Emotion Recognition: A Graph-Based Perspective. - Chenyu Liu; Xinliang Zhou; Yihao Wu; Yi Ding; Liming Zhai; Kun Wang 056; Ziyu Jia; Yang Liu 003 (CoRR, 2024)

BiT-MamSleep: Bidirectional Temporal Mamba for EEG Sleep Staging. - Xinliang Zhou; Yuzhe Han; Zhisheng Chen; Chenyu Liu; Yi Ding; Ziyu Jia; Yang Liu 003 (CoRR, 2024)

Learning Robust Global-Local Representation From EEG for Neural Epilepsy Detection. - Xinliang Zhou; Chenyu Liu; Ruizhi Yang; Liangwei Zhang; Liming Zhai; Ziyu Jia; Yang Liu 003 (IEEE Trans. Artif. Intell., 2024)

SelectiveFinetuning: Enhancing Transfer Learning In Sleep Staging Through Selective Domain Alignment. - Siyuan Zhao; Chenyu Liu; Yi Ding; Xinliang Zhou (ICASSP, 2025)

Brain Foundation Models: A Survey on Advancements in Neural Signal Processing and Brain Discovery. - Xinliang Zhou; Chenyu Liu; Zhisheng Chen; Kun Wang 056; Yi Ding; Ziyu Jia; Qingsong Wen (CoRR, 2025)

EEG-Deformer: A Dense Convolutional Transformer for Brain-Computer Interfaces. - Yi Ding 012; Yong Li 032; Hao Sun; Rui Liu 034; Chengxuan Tong; Chenyu Liu; Xinliang Zhou; Cuntai Guan (IEEE J. Biomed. Health Informatics, 2025)

Fuzzy Information Evolution with Three-Way Decision in Social Network Group Decision-Making. - Qianlei Jia; Xinliang Zhou; Ondrej Krejcar; Enrique Herrera-Viedma (CoRR, 2025)