Political Affiliation: Member of the Communist Party of China (CPC)

Academic Title: Young Researcher, Master’s Supervisor

Affiliated Institution: Institute of Computer Application Technology

Office Address: Room 306, Feiyun Building, Chengguan Campus; Room 831, Zhiyuan Building, Yuzhong Campus

Educational Background

2017.09-2022.06 PhD in Computer Application Technology, School of Information Science and Engineering, Lanzhou University

Professional Experience

2022.10-2025.03 Postdoctoral Fellow, Postdoctoral Research Station of Computer Science and Technology, Beijing Institute of Technology

2025.03-Present Young Researcher, School of Information Science and Engineering, Lanzhou University

Research Interests

“Aware” (Sensor Design Technology for Physiological Signal Acquisition) + “Cognition” (Lightweight On-board Explainable Artificial Intelligence Modeling Technology) + “Treatment” (Non-pharmacological Closed-loop Intervention Technology) for Affective Disorders Project Achievements

• Principal Investigator, Youth Program of National Natural Science Foundation of China (Grant No. 62402041)
• Principal Investigator, General Program of China Postdoctoral Science Foundation (Grant No. 2023M730250)
• Principal Investigator, Horizontal Project, The Seventh Medical Center of Chinese PLA General Hospital (Army General Hospital)
• Participant, Science and Technology Innovation 2030 – Major Project of “Brain Science and Brain-like Intelligence Research” (Grant No. 2021ZD0200408)
• Participant, National Key R&D Program of China (Grant No. 2022YFC3500503) and other major projects

Publications (Papers and Books)

1. Fuze Tian*, Haojie Zhang, Yang Tan, Lixian Zhu, Lin Shen, Kun Qian*, Bin Hu*, Bjorn W Schuller, Yoshiharu Yamamoto. “An On-Board Executable Multi-Feature Transfer-Enhanced Fusion Model for Three-Lead EEG Sensor-Assisted Depression Diagnosis”. IEEE Journal of Biomedical and Health Informatics, vol. 29, no. 1, pp. 152-165, 2025. (CAS Region 1, Top Journal)
2. Fuze Tian, Lixian Zhu, Qiuxia Shi, Xiaokun Jin, Ran Cai, Qunxi Dong, Qinglin Zhao*, Bin Hu*. “An FFT-Based DC Offset Compensation and I/Q Imbalance Correction Algorithm for Bioradar Sensors”. IEEE Transactions on Microwave Theory and Techniques, vol. 72, no. 3, pp. 1900-1910, 2024. (CAS Region 1, Top Journal)
3. Fuze Tian, Lixian Zhu, Qiuxia Shi, Rui Wang, Lixin Zhang, Qunxi Dong, Kun Qian, Qinglin Zhao*, Bin Hu*. “The Three-Lead EEG Sensor: Introducing an EEG-Assisted Depression Diagnosis System Based on Ant Lion Optimization”. IEEE Transactions on Biomedical Circuits and Systems, vol. 17, no. 6, pp. 1305-1318, 2023. (CAS Region 2)
4. Fuze Tian*, Haojie Zhang, Jie Liu, Jingyu Liu, Mingqi Zhao, Kun Qian*, Qinglin Zhao, Bin Hu*, Yoshiharu Yamamoto, Bjorn W Schuller. “An On-Board Executable Multitask Network Model for Bioradar-Based ECG Signal Reconstruction Using High-Fidelity DHD Signals”. IEEE Transactions on Instrumentation and Measurement, Early Access, doi: 10.1109/TIM.2025.3617402. (CAS Region 2)
5. Fuze Tian, Lixin Zhang, Lixian Zhu, Mingqi Zhao, Jingyu Liu*, Qunxi Dong*, Qinglin Zhao*. “Advancements in Affective Disorder Detection: Using Multimodal Physiological Signals and Neuromorphic Computing Based on SNNs”. IEEE Transactions on Computational Social Systems, vol. 11, no. 6, pp. 7309-7337, 2024. (CAS Region 2)

Academic Services

Serves as a reviewer for top-tier/authoritative journals including Proceedings of the IEEE (IF: 25.9), IEEE Transactions on Affective Computing (IF: 9.8), IEEE Transactions on Biomedical Engineering (IF: 4.8), Engineering Applications of Artificial Intelligence (IF: 8.0), Knowledge-Based Systems (IF: 7.6), Communications Medicine (IF: 6.3), Biomedical Signal Processing and Control (IF: 4.9) and Journal of Neural Engineering (IF: 3.8). Meanwhile, acts as a Program Committee Member for 2024/2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Email: tianfz17@lzu.edu.cn