Xinliang Zhou

According to our database, Xinliang Zhou authored at least 24 papers between 2005 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Uni-NTFM: A Unified Foundation Model for EEG Signal Representation Learning.

Zhisheng Chen, Yingwei Zhang, Qizhen Lan, Tianyu Liu, Huacan Wang, Yi Ding, Ziyu Jia, Ronghao Chen, Kun Wang, Xinliang Zhou

CoRR, September, 2025

Introducing Multimodal Paradigm for Learning Sleep Staging PSG via General-Purpose Model.

Jianheng Zhou, Chenyu Liu, Jinan Zhou, Yi Ding, Yang Liu, Haoran Luo, Ziyu Jia, Xinliang Zhou

CoRR, September, 2025

ECHO: Toward Contextual Seq2Seq Paradigms in Large EEG Models.

Chenyu Liu, Yuqiu Deng, Tianyu Liu, Jinan Zhou, Xinliang Zhou, Ziyu Jia, Yi Ding

CoRR, September, 2025

BrainPro: Towards Large-scale Brain State-aware EEG Representation Learning.

Yi Ding, Muyun Jiang, Weibang Jiang, Shuailei Zhang, Xinliang Zhou, Chenyu Liu, Shanglin Li, Yong Li, Cuntai Guan

CoRR, September, 2025

Fuzzy Information Evolution with Three-Way Decision in Social Network Group Decision-Making.

Qianlei Jia, Xinliang Zhou, Ondrej Krejcar, Enrique Herrera-Viedma

CoRR, May, 2025

EEG-Deformer: A Dense Convolutional Transformer for Brain-Computer Interfaces.

Yi Ding, Yong Li, Hao Sun, Rui Liu, Chengxuan Tong, Chenyu Liu, Xinliang Zhou, Cuntai Guan

IEEE J. Biomed. Health Informatics, March, 2025

Brain Foundation Models: A Survey on Advancements in Neural Signal Processing and Brain Discovery.

Xinliang Zhou, Chenyu Liu, Zhisheng Chen, Kun Wang, Yi Ding, Ziyu Jia, Qingsong Wen

CoRR, March, 2025

SelectiveFinetuning: Enhancing Transfer Learning In Sleep Staging Through Selective Domain Alignment.

Siyuan Zhao, Chenyu Liu, Yi Ding, Xinliang Zhou

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

RPGCN: Relational Probabilistic Graphs for EEG-Based Emotion Mining.

Xinliang Zhou, Jianheng Zhou, Jiaping Xiao, Yingwei Zhang, Xiaoshuai Hao, Jing Wang, Badong Chen, Qingsong Wen

Proceedings of the Advanced Data Mining and Applications - 21st International Conference, 2025

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

IEEE Trans. Artif. Intell., November, 2024

BiT-MamSleep: Bidirectional Temporal Mamba for EEG Sleep Staging.

Xinliang Zhou, Yuzhe Han, Zhisheng Chen, Chenyu Liu, Yi Ding, Ziyu Jia, Yang Liu

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, Ziyu Jia, Yang Liu

CoRR, 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

CoRR, 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

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

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

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

EENED: End-to-End Neural Epilepsy Detection based on Convolutional Transformer.

Chenyu Liu, Xinliang Zhou, Yang Liu

CoRR, 2023

Interpretable and Robust AI in EEG Systems: A Survey.

Xinliang Zhou, Chenyu Liu, Liming Zhai, Ziyu Jia, Cuntai Guan, Yang Liu

CoRR, 2023

EEG-based Sleep Staging with Hybrid Attention.

Xinliang Zhou, Chenyu Liu, Jiaping Xiao, Yang Liu

Proceedings of the IEEE Conference on Artificial Intelligence, 2023

Learning Collaborative Multi-Target Search for A Visual Drone Swarm.

Jiaping Xiao, Yi Xuan Marcus Tan, Xinliang Zhou, Mir Feroskhan

Proceedings of the IEEE Conference on Artificial Intelligence, 2023

EENED: End-to-End Neural Epilepsy Detection based on Convolutional Transformer.

Chenyu Liu, Xinliang Zhou, Yang Liu

Proceedings of the IEEE Conference on Artificial Intelligence, 2023

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

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

Monitoring and Analysis of Physical Exercise Effects Based on Multisensor Information Fusion.

Xinliang Zhou, Shantian Wen

J. Sensors, 2022

Hybrid spiking neural network for sleep electroencephalogram signals.

Ziyu Jia, Junyu Ji, Xinliang Zhou, Yuhan Zhou

Sci. China Inf. Sci., 2022

2005

Parallel Optimization Technology for Backbone Network Intrusion Detection System.

Xiaojuan Sun, Xinliang Zhou, Ninghui Sun, Mingyu Chen

Proceedings of the Computational Intelligence and Security, International Conference, 2005