Lixian Zhu

According to our database, Lixian Zhu authored at least 24 papers between 2019 and 2026.

Collaborative distances:

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

2026

CFCDBN: Personalized Directional Brain Network Modeling of Cross-Frequency Coupling Alterations in Adolescent Anxiety Disorders.

Dixin Wang, Na Chu, Shuting Sun, Cancheng Li, Gang Luo, Shanshan Qu, Lixian Zhu, Xiaohua Wan, Jingxin Liu, Bin Hu

IEEE J. Biomed. Health Informatics, May, 2026

Hyper-Parallel Superscalar Asynchronous RISC-V Processor Based on Event-Driven Logic.

Kangli Zhao, Anping He, Jun Ma, Lixin Zhang, Lixian Zhu, Qunxi Dong, Fuze Tian, Qingguo Zhou, Qinglin Zhao

IEEE Trans. Comput. Soc. Syst., April, 2026

Heart-Brain Symbiosis and Neuromodulation: From Mechanism Discovery to Closed-Loop Synergistic Management.

Jingxin Liu, Jinhe Kang, Lixian Zhu, Jiayao Liu, Hanshu Cai, Xiaoli Liu, Bin Hu

IEEE Trans. Comput. Soc. Syst., April, 2026

Hybrid Source Selection Fusion Domain-Invariant Attention for Cross-Subject Emotion Recognition.

Gang Luo, Yao Zou, Shuaiyi Xu, Wei Zhang, Lixian Zhu, Fuze Tian, Na Chu, Kun Qian, Xiaowei Li, Jingxin Liu, Shuting Sun, Bin Hu

IEEE Trans. Affect. Comput., 2026

CMD$^{3}$: Cross-Modal Decoupled Deformable Distillation for EEG-fNIRS Fusion.

Tianqi Fan, Fuze Tian, Su Wang, Haoyan Zhang, Gang Luo, Lixian Zhu, Jingxin Liu, Lei Jiang, Ran Cai, Qunxi Dong, Bin Hu

IEEE Trans. Affect. Comput., 2026

Multi-scale cross-domain and class-wise kernel discriminative alignment for EEG-based emotion recognition.

Gang Luo, Chengcheng Zheng, Lixian Zhu, Tianqi Fan, Fuze Tian, Dixin Wang, Kun Qian, Jingxin Liu, Shuting Sun, Bin Hu

Pattern Recognit., 2026

ELAI-SGCN: An explainable lightweight adaptive information-perceiving spiking graph convolutional network for EEG-based emotion recognition.

Jingxin Liu, Zikai Song, Xihang Qiu, Ran Cai, Jian Zhang, Lixian Zhu, Fuze Tian, Bin Hu

Neural Networks, 2026

2025

Exploring the Alleviating Effects of taVNS on Negative Emotions: An EEG Study.

Xiaokun Jin, Chengcheng Zheng, Mingyue Jin, Qunxi Dong, Lixian Zhu, Fuze Tian

IEEE Trans. Comput. Soc. Syst., December, 2025

MDH-NAS: Accelerating EEG Signal Classification With Mixed-Level Differentiable and Hardware-Aware Neural Architecture Search.

Lixian Zhu, Su Wang, Xiaokun Jin, Kai Zheng, Jian Zhang, Shuting Sun, Fuze Tian, Ran Cai, Bin Hu

IEEE Internet Things J., July, 2025

Semantic Disentangling for Audiovisual Induced Emotion.

Qunxi Dong, Wang Zheng, Fuze Tian, Lixian Zhu, Kun Qian, Jingyu Liu, Xuan Zhang

IEEE Trans. Comput. Soc. Syst., April, 2025

An On-Board Executable Multi-Feature Transfer-Enhanced Fusion Model for Three-Lead EEG Sensor-Assisted Depression Diagnosis.

Fuze Tian, Haojie Zhang, Yang Tan, Lixian Zhu, Lin Shen, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto

IEEE J. Biomed. Health Informatics, January, 2025

GCD-JFSE: Graph-based class-domain knowledge joint feature selection and ensemble learning for EEG-based emotion recognition.

Gang Luo, Yutong Han, Weichu Xie, Fuze Tian, Lixian Zhu, Kun Qian, Xiaowei Li, Shuting Sun, Bin Hu

Knowl. Based Syst., 2025

2024

Advancements in Affective Disorder Detection: Using Multimodal Physiological Signals and Neuromorphic Computing Based on SNNs.

Fuze Tian, Lixin Zhang, Lixian Zhu, Mingqi Zhao, Jingyu Liu, Qunxi Dong, Qinglin Zhao

IEEE Trans. Comput. Soc. Syst., December, 2024

Heart Sound Abnormality Detection From Multi-Institutional Collaboration: Introducing a Federated Learning Framework.

Wanyong Qiu, Chen Quan, Lixian Zhu, Yongzi Yu, Zhihua Wang, Yu Ma, Mengkai Sun, Yi Chang, Kun Qian, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller

IEEE Trans. Biomed. Eng., October, 2024

Physiological Electrosignal Asynchronous Acquisition Technology: Insight and Perspectives.

Bin Hu, Lixian Zhu, Qunxi Dong, Kun Qian, Hanshu Cai, Fuze Tian

IEEE Trans. Comput. Soc. Syst., February, 2024

LEPCNet: A Lightweight End-to-End PCG Classification Neural Network Model for Wearable Devices.

Lixian Zhu, Wanyong Qiu, Yu Ma, Fuze Tian, Mengkai Sun, Zhihua Wang, Kun Qian, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller

IEEE Trans. Instrum. Meas., 2024

Study Selectively: An Adaptive Knowledge Distillation based on a Voting Network for Heart Sound Classification.

Xihang Qiu, Lixian Zhu, Zikai Song, Zeyu Chen, Haojie Zhang, Kun Qian, Ye Zhang, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

Weight Light, Hear Right: Heart Sound Classification with a Low-Complexity Model.

Jiahao Ji, Lixian Zhu, Haojie Zhang, Kun Qian, Kele Xu, Zikai Song, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

The Three-Lead EEG Sensor: Introducing an EEG-Assisted Depression Diagnosis System Based on Ant Lion Optimization.

Fuze Tian, Lixian Zhu, Qiuxia Shi, Rui Wang, Lixin Zhang, Qunxi Dong, Kun Qian, Qinglin Zhao, Bin Hu

IEEE Trans. Biomed. Circuits Syst., December, 2023

Cutting Weights of Deep Learning Models for Heart Sound Classification: Introducing a Knowledge Distillation Approach.

Zikai Song, Lixian Zhu, Yiyan Wang, Mengkai Sun, Kun Qian, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller

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

2022

Fundamentals of Computational Psychophysiology: Theory and Methodology.

Bin Hu, Jian Shen, Lixian Zhu, Qunxi Dong, Hanshu Cai, Kun Qian

IEEE Trans. Comput. Soc. Syst., 2022

Heart Sound Classification based on Residual Shrinkage Networks.

Lixian Zhu, Kun Qian, Zhihua Wang, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

When Traditional Chinese Medicine Meets AI: A Novel Depression Treatment Paradigm based on Transcutaneous Vagus Nerve Stimulation.

Lixian Zhu, Chang Yan, Xiaokun Jin, Fuze Tian, Yanan Zhao, Yu Ma, Yeqi Jia, Qunxi Dong, Peijing Rong, Kun Qian, Bin Hu

Proceedings of the 10th International Conference on Affective Computing and Intelligent Interaction, ACII 2022, 2022

2019

The spatiotemporal patterns of sea ice in the Bohai Sea during the winter seasons of 2000-2016.

Lunxi Ouyang, Fengming Hui, Lixian Zhu, Xiao Cheng, Bin Cheng, Mohammed Shokr, Jiechen Zhao, Minghu Ding, Tao Zeng

Int. J. Digit. Earth, 2019