Xiaozheng Xie

According to our database, Xiaozheng Xie authored at least 11 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

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, Li Kuang, Haotian Yang, Bin Dai, Hui Meng, Yong Wang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

2024

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

Xiaozheng Xie, Jianwei Niu, Xuefeng Liu, Yong Wang, Qingfeng Li, Shaojie Tang

Expert Syst. Appl., 2024

GuidedNet: Semi-Supervised Multi-Organ Segmentation via Labeled Data Guide Unlabeled Data.

Haochen Zhao, Hui Meng, Deqian Yang, Xiaozheng Xie, Xiaoze Wu, Qingfeng Li, Jianwei Niu

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

2023

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

Xiaozheng Xie, Yong Wang, Chen Chen, Rui Wang, Xuefeng Liu, Jianwei Niu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

DG-CNN: Introducing Margin Information into Convolutional Neural Networks for Breast Cancer Diagnosis in Ultrasound Images.

Xiaozheng Xie, Jianwei Niu, Xuefeng Liu, Qingfeng Li, Yong Wang, Jie Han, Shaojie Tang

J. Comput. Sci. Technol., 2022

2021

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

IEEE Trans. Syst. Man Cybern. Syst., 2021

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

Xiaozheng Xie, Jianwei Niu, Xuefeng Liu, Zhengsu Chen, Shaojie Tang, Shui Yu

Medical Image Anal., 2021

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, Shaojie Tang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020

A Survey on Domain Knowledge Powered Deep Learning for Medical Image Analysis.

Xiaozheng Xie, Jianwei Niu, Xuefeng Liu, Zhengsu Chen, Shaojie Tang

CoRR, 2020

2018

Crowd Behavior Simulation with Emotional Contagion in Unexpected Multi-hazard Situations.

Mingliang Xu, Xiaozheng Xie, Pei Lv, Jiangwei Niu, Hua Wang, Chaochao Li, Ruijie Zhu, Zhigang Deng, Bing Zhou

CoRR, 2018

Breast Ultrasound Image Classification and Segmentation Using Convolutional Neural Networks.

Xiaozheng Xie, Faqiang Shi, Jianwei Niu, Xiaolan Tang

Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018