Zunjie Xiao

According to our database, Zunjie Xiao authored at least 25 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Token pyramid pooling-driven style adapter learning with dual-view balanced loss for imbalanced diabetic retinopathy grading.

Jilu Zhao, Xiaoqing Zhang, Jiawei Zhang, Hanxi Sun, Qiushi Nie, Zunjie Xiao, Linxia Xiao, Fengyun Zhang, Yan Hu, Jiang Liu

Pattern Recognit., 2026

2025

Explainable machine learning framework for cataracts recognition using visual features.

Xiao Wu, Lingxi Hu, Zunjie Xiao, Xiaoqing Zhang, Risa Higashita, Jiang Liu

Vis. Comput. Ind. Biomed. Art, December, 2025

Adaptive Confidence-Wise Loss for Improved Lens Structure Segmentation in AS-OCT.

Zunjie Xiao, Xiao Wu, Tianhang Liu, Lingxi Hu, Yinling Zhang, Xiaoqing Zhang, Risa Higashita, Jiang Liu

CoRR, August, 2025

PEMUTA: Pedagogically-Enriched Multi-Granular Undergraduate Thesis Assessment.

Jialu Zhang, Qingyang Sun, Qianyi Wang, Weiyi Zhang, Zunjie Xiao, Xiaoqing Zhang, Jianfeng Ren, Jiang Liu

CoRR, July, 2025

Expert-Like Reparameterization of Heterogeneous Pyramid Receptive Fields in Efficient CNNs for Fair Medical Image Classification.

Xiao Wu, Xiaoqing Zhang, Zunjie Xiao, Lingxi Hu, Risa Higashita, Jiang Liu

CoRR, May, 2025

Pyramid Pixel Context Adaption Network for Medical Image Classification With Supervised Contrastive Learning.

Xiaoqing Zhang, Zunjie Xiao, Xiao Wu, Yanlin Chen, Jilu Zhao, Yan Hu, Jiang Liu

IEEE Trans. Neural Networks Learn. Syst., April, 2025

Adaptive Dual-Axis Style-Based Recalibration Network With Class-Wise Statistics Loss for Imbalanced Medical Image Classification.

Xiaoqing Zhang, Zunjie Xiao, Jingzhe Ma, Xiao Wu, Jilu Zhao, Shuai Zhang, Runzhi Li, Yi Pan, Jiang Liu

IEEE Trans. Image Process., 2025

2024

Regional context-based recalibration network for cataract recognition in AS-OCT.

Xiaoqing Zhang, Zunjie Xiao, Bing Yang, Xiao Wu, Risa Higashita, Jiang Liu

Pattern Recognit., March, 2024

MM-UNet: A Mixed MLP Architecture for Improved Ophthalmic Image Segmentation.

Zunjie Xiao, Xiaoqing Zhang, Risa Higashita, Jiang Liu

CoRR, 2024

Dual-View Pyramid Pooling in Deep Neural Networks for Improved Medical Image Classification and Confidence Calibration.

Xiaoqing Zhang, Qiushi Nie, Zunjie Xiao, Jilu Zhao, Xiao Wu, Pengxin Guo, Runzhi Li, Jin Liu, Yanjie Wei, Yi Pan

CoRR, 2024

Multi-style spatial attention module for cortical cataract classification in AS-OCT image with supervised contrastive learning.

Zunjie Xiao, Xiaoqing Zhang, Bofang Zheng, Yitong Guo, Risa Higashita, Jiang Liu

Comput. Methods Programs Biomed., 2024

Mixed-decomposed convolutional network: A lightweight yet efficient convolutional neural network for ocular disease recognition.

Xiaoqing Zhang, Xiao Wu, Zunjie Xiao, Lingxi Hu, Zhongxi Qiu, Qingyang Sun, Risa Higashita, Jiang Liu

CAAI Trans. Intell. Technol., 2024

MM-UNet: A Mixed MLP Architecture for Improved Ophthalmic Image Segmentation.

Zunjie Xiao, Xiaoqing Zhang, Risa Higashita, Jiang Liu

Proceedings of the Ophthalmic Medical Image Analysis - 11th International Workshop, 2024

2023

PPCR: Learning Pyramid Pixel Context Recalibration Module for Medical Image Classification.

Xiaoqing Zhang, Zunjie Xiao, Xiao Wu, Jiansheng Fang, Junyong Shen, Yan Hu, Risa Higashita, Jiang Liu

CoRR, 2023

2022

Attention to region: Region-based integration-and-recalibration networks for nuclear cataract classification using AS-OCT images.

Xiaoqing Zhang, Zunjie Xiao, Huazhu Fu, Yan Hu, Jin Yuan, Yanwu Xu, Risa Higashita, Jiang Liu

Medical Image Anal., 2022

CCA-Net: Clinical-awareness attention network for nuclear cataract classification in AS-OCT.

Xiaoqing Zhang, Zunjie Xiao, Lingxi Hu, Gelei Xu, Risa Higashita, Wan Chen, Jin Yuan, Jiang Liu

Knowl. Based Syst., 2022

Adaptive feature squeeze network for nuclear cataract classification in AS-OCT image.

Xiaoqing Zhang, Zunjie Xiao, Risa Higashita, Yan Hu, Wan Chen, Jin Yuan, Jiang Liu

J. Biomed. Informatics, 2022

Machine Learning for Cataract Classification/Grading on Ophthalmic Imaging Modalities: A Survey.

Xiao-Qing Zhang, Yan Hu, Zunjie Xiao, Jiansheng Fang, Risa Higashita, Jiang Liu

Int. J. Autom. Comput., 2022

Mixed pyramid attention network for nuclear cataract classification based on anterior segment OCT images.

Xiaoqing Zhang, Zunjie Xiao, Xiaoling Li, Xiao Wu, Hanxi Sun, Jin Yuan, Risa Higashita, Jiang Liu

Health Inf. Sci. Syst., 2022

A Novel Local-Global Spatial Attention Network for Cortical Cataract Classification in AS-OCT.

Zunjie Xiao, Xiaoqing Zhang, Qingyang Sun, Zhuofei Wei, Gelei Xu, Jin Yuan, Risa Higashita, Jiang Liu

Proceedings of the Pattern Recognition and Computer Vision - 5th Chinese Conference, 2022

Screening of Dementia on OCTA Images via Multi-projection Consistency and Complementarity.

Xingyue Wang, Heng Li, Zunjie Xiao, Huazhu Fu, Yitian Zhao, Richu Jin, Shuting Zhang, William Robert Kwapong, Ziyi Zhang, Hanpei Miao, Jiang Liu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Channel-Wise and Spatial Feature Recalibration Network for Nuclear Cataract Classification.

Xiaoqing Zhang, Gelei Xu, Junyong Shen, Zunjie Xiao, Qiuyang Yan, Jin Yuan, Risa Higashita, Jiang Liu

Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

2021

Gated Channel Attention Network for Cataract Classification on AS-OCT Image.

Zunjie Xiao, Xiaoqing Zhang, Risa Higashita, Yan Hu, Jin Yuan, Wan Chen, Jiang Liu

Proceedings of the Neural Information Processing - 28th International Conference, 2021

Multimedia Meets Archaeology: A Novel Interdisciplinary Teaching Approach.

Xiaoqing Zhang, Jiaqi Wei, Shengjie Ye, Zunjie Xiao, Yan Hu, Jigen Tang, Jiang Liu

Proceedings of the IEEE Frontiers in Education Conference, 2021

2020

A Novel Deep Learning Method for Nuclear Cataract Classification Based on Anterior Segment Optical Coherence Tomography Images.

Xiaoqing Zhang, Zunjie Xiao, Risa Higashita, Wan Chen, Jin Yuan, Jiansheng Fang, Yan Hu, Jiang Liu

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020