Lixian Zhu

21 papers A 1Journal 16Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
ELAI-SGCN: An explainable lightweight adaptive information-perceiving spiking graph convolutional network for EEG-based emotion recognition.
Neural Networks
Jingxin Liu, Zikai Song, Xihang Qiu, Ran Cai, Jian Zhang, Lixian Zhu, Fuze Tian, Bin Hu
2026 J jnl
Heart-Brain Symbiosis and Neuromodulation: From Mechanism Discovery to Closed-Loop Synergistic Management.
IEEE Trans. Comput. Soc. Syst.
Jingxin Liu, Jinhe Kang, Lixian Zhu, Jiayao Liu, Hanshu Cai, Xiaoli Liu, Bin Hu
2026 J jnl
Hybrid Source Selection Fusion Domain-Invariant Attention for Cross-Subject Emotion Recognition.
IEEE Trans. Affect. Comput.
Gang Luo, Yao Zou, Shuaiyi Xu, Wei Zhang, Lixian Zhu, Fuze Tian, Na Chu, Kun Qian, Xiaowei Li, Jingxin Liu, Shuting Sun, Bin Hu
2026 J jnl
Hyper-Parallel Superscalar Asynchronous RISC-V Processor Based on Event-Driven Logic.
IEEE Trans. Comput. Soc. Syst.
Kangli Zhao, Anping He, Jun Ma, Lixin Zhang, Lixian Zhu, Qunxi Dong, Fuze Tian, Qingguo Zhou, Qinglin Zhao
2025 J jnl
An On-Board Executable Multi-Feature Transfer-Enhanced Fusion Model for Three-Lead EEG Sensor-Assisted Depression Diagnosis.
IEEE J. Biomed. Health Informatics
Fuze Tian, Haojie Zhang, Yang Tan, Lixian Zhu, Lin Shen, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
2025 J jnl
Exploring the Alleviating Effects of taVNS on Negative Emotions: An EEG Study.
IEEE Trans. Comput. Soc. Syst.
Xiaokun Jin, Chengcheng Zheng, Mingyue Jin, Qunxi Dong, Lixian Zhu, Fuze Tian
2025 J jnl
GCD-JFSE: Graph-based class-domain knowledge joint feature selection and ensemble learning for EEG-based emotion recognition.
Knowl. Based Syst.
Gang Luo, Yutong Han, Weichu Xie, Fuze Tian, Lixian Zhu, Kun Qian, Xiaowei Li, Shuting Sun, Bin Hu
2025 J jnl
MDH-NAS: Accelerating EEG Signal Classification With Mixed-Level Differentiable and Hardware-Aware Neural Architecture Search.
IEEE Internet Things J.
Lixian Zhu, Su Wang, Xiaokun Jin, Kai Zheng, Jian Zhang, Shuting Sun, Fuze Tian, Ran Cai, Bin Hu
2025 J jnl
Semantic Disentangling for Audiovisual Induced Emotion.
IEEE Trans. Comput. Soc. Syst.
Qunxi Dong, Wang Zheng, Fuze Tian, Lixian Zhu, Kun Qian, Jingyu Liu, Xuan Zhang
2024 J jnl
Advancements in Affective Disorder Detection: Using Multimodal Physiological Signals and Neuromorphic Computing Based on SNNs.
IEEE Trans. Comput. Soc. Syst.
Fuze Tian, Lixin Zhang, Lixian Zhu, Mingqi Zhao, Jingyu Liu, Qunxi Dong, Qinglin Zhao
2024 J jnl
Heart Sound Abnormality Detection From Multi-Institutional Collaboration: Introducing a Federated Learning Framework.
IEEE Trans. Biomed. Eng.
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
2024 J jnl
LEPCNet: A Lightweight End-to-End PCG Classification Neural Network Model for Wearable Devices.
IEEE Trans. Instrum. Meas.
Lixian Zhu, Wanyong Qiu, Yu Ma, Fuze Tian, Mengkai Sun, Zhihua Wang, Kun Qian, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller
2024 J jnl
Physiological Electrosignal Asynchronous Acquisition Technology: Insight and Perspectives.
IEEE Trans. Comput. Soc. Syst.
Bin Hu, Lixian Zhu, Qunxi Dong, Kun Qian, Hanshu Cai, Fuze Tian
2024 A conf
Study Selectively: An Adaptive Knowledge Distillation based on a Voting Network for Heart Sound Classification.
INTERSPEECH
Xihang Qiu, Lixian Zhu, Zikai Song, Zeyu Chen, Haojie Zhang, Kun Qian, Ye Zhang, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller
2024 — conf
Weight Light, Hear Right: Heart Sound Classification with a Low-Complexity Model.
EUSIPCO
Jiahao Ji, Lixian Zhu, Haojie Zhang, Kun Qian, Kele Xu, Zikai Song, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
2023 — conf
Cutting Weights of Deep Learning Models for Heart Sound Classification: Introducing a Knowledge Distillation Approach.
EMBC
Zikai Song, Lixian Zhu, Yiyan Wang, Mengkai Sun, Kun Qian, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller
2023 J jnl
The Three-Lead EEG Sensor: Introducing an EEG-Assisted Depression Diagnosis System Based on Ant Lion Optimization.
IEEE Trans. Biomed. Circuits Syst.
Fuze Tian, Lixian Zhu, Qiuxia Shi, Rui Wang, Lixin Zhang, Qunxi Dong, Kun Qian, Qinglin Zhao, Bin Hu
2022 J jnl
Fundamentals of Computational Psychophysiology: Theory and Methodology.
IEEE Trans. Comput. Soc. Syst.
Bin Hu, Jian Shen, Lixian Zhu, Qunxi Dong, Hanshu Cai, Kun Qian
2022 — conf
Heart Sound Classification based on Residual Shrinkage Networks.
EMBC
Lixian Zhu, Kun Qian, Zhihua Wang, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller
2022 — conf
When Traditional Chinese Medicine Meets AI: A Novel Depression Treatment Paradigm based on Transcutaneous Vagus Nerve Stimulation.
ACIIW
Lixian Zhu, Chang Yan, Xiaokun Jin, Fuze Tian, Yanan Zhao, Yu Ma, Yeqi Jia, Qunxi Dong, Peijing Rong, Kun Qian, Bin Hu
2019 J jnl
The spatiotemporal patterns of sea ice in the Bohai Sea during the winter seasons of 2000-2016.
Int. J. Digit. Earth
Lunxi Ouyang, Fengming Hui, Lixian Zhu, Xiao Cheng, Bin Cheng, Mohammed Shokr, Jiechen Zhao, Minghu Ding, Tao Zeng