一、教育经历

2016/09-2022/01 中国科学院大学，模式识别与智能系统，工学博士

2013/09-2015/11 法国巴黎十一大，信息、系统与技术，magistère

2012/09-2013/07 法国巴黎十一大，物理学，Licence

2009/09-2013/07 华中科技大学，光电信息工程，工学学士

二、工作经历

2024/06-至今 深圳技术大学大数据与互联网学院，助理教授

2022/03-2024/05 深圳技术大学，博士后

三、主要研究领域

深度学习、图像处理、手术机器人、医学大模型

四、主要成果及荣誉

1. Chengmin Zhou#, Liyilei Su#, Tiegong Wang, Jinxing Gao, Jing Li, Jun Liu, Zongzhou Ye, Xiaoming Zhai, Weiguo Xie, Chengwei Shao, Bingding Huang. Deep learning to predict respiratory lung-tissue displacement from multi-phase pulmonary computed tomography images. Biomedical Signal Processing and Control, 2024; 87:105505.

2. Jing Li#, Liyilei Su#, Jun Liu, Qian Peng, Rongde Xu, Wei Cui, Yi Deng, Weiguo Xie, Bingding Huang, Jingjing Chen. Optical Navigation Robot-assisted Puncture System for Accurate Lung Nodule Biopsy: an Animal Study. Quantitative Imaging in Medicine and Surgery, 2023;13(12):7789-7801.

3. Chuda Xiao, Zhuo Chen, Haoyu Li, Dan Li, Rashid Khan, Jinyu Tian, Weiguo Xie*, Liyilei Su*. Semi-Supervised 3D U-Net Learning Based on Meta Pseudo Labels. MICCAI 2022 Challenge, FLARE 2022, Singapore, 2022-9-22.

4. Liyilei Su, Xianjun Fu, Qingmao Hu. Generative adversarial network based data augmentation and gender-last training strategy with application to bone age assessment. Computer Methods and Programs in Biomedicine, 212C (2021) 106456.

E-mail: suliyilei@sztu.edu.cn