CV

Education

• Ph.D in Computer Architecture, Beihang University, 2022
• M.S. in Computer Science and Technology, Zhengzhou University, 2017
• B.S. in Computer Science and Technology, Zhengzhou University, 2014

Work experience

• January 2025 – present: Lecturer
  • University of Science and Technology Beijing
  • Duties: conduct research in medical image analysis, applicate grants, mentor undergraduate students
• September 2022 – December 2024: Postdoctoral Researcher
  • University of Science and Technology Beijing
  • Duties: conduct research in medical image analysis, applicate grants, mentor undergraduate students

Publications

Keep Your Friends Close, and Your Enemies Farther: Distance-aware Voxel-wise Contrastive Learning for Semi-supervised Multi-organ Segmentation

Haochen Zhao, Jianwei Niu, Xuefeng Liu, Xiaozheng Xie, Hui Meng, and Yong Wang. (2025). "Keep Your Friends Close, and Your Enemies Farther: Distance-aware Voxel-wise Contrastive Learning for Semi-supervised Multi-organ Segmentation." IEEE International Conference on Computer Vision. 2025: 21832-21842.

Whole-lesion-aware network based on freehand ultrasound video for breast cancer assessment: a prospective multicenter study

Jie Han, Yuanjing Gao, Ling Huo, Dong Wang, Xiaozheng Xie, Rui Zhang, Mengsu Xiao, Nan Zhang, Meng Lei, Quanlin Wu, Lu Ma, Chao Sun, Xinyi Wang, Lei Liu, Shuzhen Cheng, Binghui Tang, Liwei Wang, Qingli Zhu, and Yong Wang. (2025). "Whole-lesion-aware network based on freehand ultrasound video for breast cancer assessment: a prospective multicenter study." Cancer Imaging. 25(1): 75.

Guidednet: Semi-supervised multi-organ segmentation via labeled data guide unlabeled data

Haochen Zhao, Hui Meng, Deqian Yang, Xiaozheng Xie, Xiaoze Wu, Qingfeng Li, and Jianwei Niu. "Guidednet: Semi-supervised multi-organ segmentation via labeled data guide unlabeled data." Proceedings of the 32nd ACM International Conference on Multimedia. 2024: 886-895.

A domain knowledge powered hybrid regularization strategy for semi-supervised breast cancer diagnosis

Xiaozheng Xie, Jianwei Niu, Xuefeng Liu, Yong Wang, Qingfeng Li, and Shaojie Tang. (2024). "A domain knowledge powered hybrid regularization strategy for semi-supervised breast cancer diagnosis." Expert Systems with Applications. 122897(243).

IMAN: An Iterative Mutual-Aid Network for Breast Lesion Segmentation on Multi-modal Ultrasound Images

Xiaozheng Xie, Chen Chen, Xuefeng Liu, Yong Wang, Rui Wang, and Jianwei Niu. "IMAN: An Iterative Mutual-Aid Network for Breast Lesion Segmentation on Multi-modal Ultrasound Images." IEEE International Conference on Bioinformatics and Biomedicine (BIBM). 2023: 3954-3961.

DG-CNN: Introducing margin information into convolutional neural networks for breast cancer diagnosis in ultrasound images

Xiaozheng Xie, Jianwei Niu, Xuefeng Liu and Qingfeng Li, Yong Wang, Jie Han, and Shaojie Tang. (2022). "DG-CNN: Introducing margin information into convolutional neural networks for breast cancer diagnosis in ultrasound images." Journal of Computer Science and Technology. 37(2): 277-294.

DK-consistency: A domain knowledge guided consistency regularization method for semi-supervised breast cancer diagnosis

Xiaozheng Xie, Jianwei Niu, Xuefeng Liu, Qingfeng Li, Yong Wang, and Shaojie Tang. "DK-consistency: A domain knowledge guided consistency regularization method for semi-supervised breast cancer diagnosis." IEEE international conference on bioinformatics and biomedicine (BIBM). 2021: 3435-3442.

A survey on incorporating domain knowledge into deep learning for medical image analysis

Xiaozheng Xie, Jianwei Niu, Xuefeng Liu, Zhengsu Chen, Shaojie Tang, and Shui Yu. (2021). "A survey on incorporating domain knowledge into deep learning for medical image analysis." Medical Image Analysis. 69: 101985.

Crowd behavior simulation with emotional contagion in unexpected multihazard situations

Mingliang Xu, Xiaozheng Xie, Pei Lv, Jianwei Niu, Hua Wang, Chaochao Li, Ruijie Zhu, Zhigang Deng, Bing Zhou. (2021). "Crowd behavior simulation with emotional contagion in unexpected multihazard situations." IEEE Transactions on Systems, Man, and Cybernetics: Systems. 51(3): 1567-1581.

Breast ultrasound image classification and segmentation using convolutional neural networks

Xiaozheng Xie, Faqiang Shi, Jianwei Niu, and Xiaolan Tang. "Breast ultrasound image classification and segmentation using convolutional neural networks." Pacific rim conference on multimedia. 2018: 200-211.

Projects

Fundamental Research Funds for the Central Universities

Guangdong Basic and Applied Basic Research Foundation – Regional Joint Fund - Youth Project

China Postdoctoral Science Foundation – General Program

National Natural Science Foundation of China (NSFC) – Young Scientists Fund

Talks

Talk on BIBM 2023

December 08, 2023

Talk at IMAN An Iterative Mutual-Aid Network for Breast Lesion Segmentation on Multi-modal Ultrasound Images, Istanbul, Turkey

Teaching

Discrete Mathematics

Discrete Mathematics

Awards

Second Prize in the Graduate Education and Teaching Achievement Award

Second Prize in Science and Technology Progress Award: China Association of Medical Education Awarded

Skills

• Programming: Python (PyTorch), MATLAB
• Tools: Linux, Git, Docker, LaTeX
• Languages: English (Fluent), Chinese (Native)

Service and leadership

• Reviewer for IEEE TSMC-A (2024), Scientific Reports (2024, 2025)