CV

Education

Ph.D in Electronic Information, School of Information Science and Technology, Fudan University, 2022.09 - 2025.12 (expected)
M.S. in Instrumentation Science and Technology,School of Instrumentation Science and Engineering, Southeast University, 2019.09 - 2022.06
B.S. in Measurement and Control Technology and Instrumentation, School of Electrical Engineering, Yanshan University, 2015.09 - 2019.06

Work experience

I am seeking a postdoctoral/assistant professor job.

Skills

PYTHON
- Machine learning algorithms for time series
- Deep Learning Algorithms for Time Series - Classification, Prediction (Pytorch)
Design of Wearable Electronics
- Circuit design based on physiological signal acquisition (ECG, PPG, etc.)
- Peripheral circuit design
- Online transmission and offline storage of data
Design of the Cloud Edge Collaboration Framework
- PC-based host computer design
- Data transfer and visualisation on LANs
- Edge computing

Publications

[14] LEAF-Net: A real-time fine-grained quality assessment system for physiological signals using lightweight evolutionary attention fusion

Jian Liu, Shuaicong Hu, Yanan Wang, Qihan Hu, Daomiao Wang, Wei Xiang, Xujian Feng, and Cuiwei Yang. "LEAF-Net: A real-time fine-grained quality assessment system for physiological signals using lightweight evolutionary attention fusion" Expert Systems with Applications. (2025)

[13] Preventing troublesome variability in clinical blood pressure measurement

Liu Chengyu, Liu Jian, Jianqing Li, and Alan Murray. "Preventing Troublesome Variability in Clinical Blood Pressure Measurement." Journal of Human Hypertension. (2024)

[12] Personalized Blood Pressure Estimation using Multiview Fusion Information of Wearable Physiological Signals and Transfer Learning

Liu Jian, Shuaicong Hu, Yanan Wang, Wei Xiang, Qihan Hu, and Cuiwei Yang. "Personalized Blood Pressure Estimation using Multiview Fusion Information of Wearable Physiological Signals and Transfer Learning." Applied Soft Computing (2024): 112390.

[11] An IoMT-Driven Framework for Precision Cardiovascular Assessment Incorporating Multiscale Perspectives and Microfiber Bragg Grating

Liu Jian, Hengtian Zhu, Wei Xiang, Shuaicong Hu, Qihan Hu, Daomiao Wang, Huan Yang, Zhengyi Mao, Fei Xu, and Cuiwei Yang. "An IoMT-Driven Framework for Precision Cardiovascular Assessment Incorporating Multiscale Perspectives and Microfiber Bragg Grating." IEEE Internet of Things Journal (2024).

[10] IPCT-Net: Parallel information bottleneck modality fusion network for obstructive sleep apnea diagnosis

Hu Shuaicong, Yanan Wang, Liu Jian, Zhaoqiang Cui, Cuiwei Yang, Zhifeng Yao, and Junbo Ge. "IPCT-Net: Parallel information bottleneck modality fusion network for obstructive sleep apnea diagnosis." Neural Networks (2024): 106836.

[9] Efficient Multi-View Fusion and Flexible Adaptation to View Missing in Cardiovascular System Signals

Hu Qihan, Daomiao Wang, Hong Wu, Liu Jian, and Cuiwei Yang. "Efficient multi-view fusion and flexible adaptation to view missing in cardiovascular system signals." Neural Networks 181 (2025): 106760.

[8] A multi-module algorithm for heartbeat classification based on unsupervised learning and adaptive feature transfer

Wang Yanan, Shuaicong Hu, Liu Jian, Gaoyan Zhong, and Cuiwei Yang. "A multi-module algorithm for heartbeat classification based on unsupervised learning and adaptive feature transfer." Computers in Biology and Medicine 170 (2024): 108072.

[7] Semi-Supervised Learning for Low-Cost Personalized Obstructive Sleep Apnea Detection Using Unsupervised Deep Learning and Single-Lead Electrocardiogram

Hu, Shuaicong, Liu Jian, Cuiwei Yang, Aiguo Wang, Kuanzheng Li, and Wenxin Liu. "Semi-supervised learning for low-cost personalized obstructive sleep apnea detection using unsupervised deep learning and single-lead electrocardiogram." IEEE Journal of Biomedical and Health Informatics (2023).

[6] Exploring the Applicability of Transfer Learning and Feature Engineering in Epilepsy Prediction Using Hybrid Transformer Model

Hu Shuaicong, Liu Jian, Rui Yang, Ya’Nan Wang, Aiguo Wang, Kuanzheng Li, Wenxin Liu, and Cuiwei Yang. "Exploring the applicability of transfer learning and feature engineering in epilepsy prediction using hybrid transformer model." IEEE Transactions on Neural Systems and Rehabilitation Engineering 31 (2023): 1321-1332.

[5] Personalized Transfer Learning for Single-Lead ECG-Based Sleep Apnea Detection: Exploring the Label Mapping Length and Transfer Strategy Using Hybrid Transformer Model

Hu Shuaicong, Yanan Wang, Liu Jian, and Cuiwei Yang. "Personalized transfer learning for single-lead ecg-based sleep apnea detection: exploring the label mapping length and transfer strategy using hybrid transformer model." IEEE Transactions on Instrumentation and Measurement (2023).

[4] A Lightweight Hybrid Model Using Multiscale Markov Transition Field for Real-Time Quality Assessment of Photoplethysmography Signals

Liu Jian, Shuaicong Hu, Qihan Hu, Daomiao Wang, and Cuiwei Yang. "A Lightweight Hybrid Model Using Multiscale Markov Transition Field for Real-Time Quality Assessment of Photoplethysmography Signals." IEEE Journal of Biomedical and Health Informatics (2023).

[3] A novel interpretable feature set optimization method in blood pressure estimation using photoplethysmography signals

Liu Jian, ShuaiCong Hu, Zhijun Xiao, Qihan Hu, Daomiao Wang, and CuiWei Yang. "A novel interpretable feature set optimization method in blood pressure estimation using photoplethysmography signals." Biomedical Signal Processing and Control 86 (2023): 105184.

[2] Sources of office blood pressure measurement error: A systematic review

Liu Jian, Yumin Li, Jianqing Li, Dingchang Zheng, and Chengyu Liu. "Sources of automatic office blood pressure measurement error: a systematic review." Physiological Measurement 43, no. 9 (2022): 09TR02.

[1] Influence of Finger Movement on the Stability of the Oscillometric Pulse Waveform for Blood Pressure Measurement

Liu Jian, Alan Murray, Jianqing Li, and Chengyu Liu. "Influence of finger movement on the stability of the oscillometric pulse waveform for blood pressure measurement." In 2021 Computing in Cardiology (CinC), vol. 48, pp. 1-4. IEEE, 2021.

Jian Liu

CV