Zunjie Xiao

29 papers A 1B 1C 1Journal 21Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Long-term stabilized iris tracking with unsupervised constraints on dynamic AS-OCT.
Medical Image Anal.
Lingxi Hu, Xiao Wu, Risa Higashita, Xiaoli Xing, Menglan Zhou, Song Lin, Xiaorong Li, Yi Yue, Zunjie Xiao, YingLin Zhang, Chenglin Yao, Jinming Duan, Jiang Liu
2026 J jnl
Token pyramid pooling-driven style adapter learning with dual-view balanced loss for imbalanced diabetic retinopathy grading.
Pattern Recognit.
Jilu Zhao, Xiaoqing Zhang, Jiawei Zhang, Hanxi Sun, Qiushi Nie, Zunjie Xiao, Linxia Xiao, Fengyun Zhang, Yan Hu, Jiang Liu
2025 J jnl
Adaptive Confidence-Wise Loss for Improved Lens Structure Segmentation in AS-OCT.
CoRR
Zunjie Xiao, Xiao Wu, Tianhang Liu, Lingxi Hu, Yinling Zhang, Xiaoqing Zhang, Risa Higashita, Jiang Liu
2025 J jnl
Adaptive Dual-Axis Style-Based Recalibration Network With Class-Wise Statistics Loss for Imbalanced Medical Image Classification.
IEEE Trans. Image Process.
Xiaoqing Zhang, Zunjie Xiao, Jingzhe Ma, Xiao Wu, Jilu Zhao, Shuai Zhang, Runzhi Li, Yi Pan, Jiang Liu
2025 — conf
DVIA-Net: Dual-Path Video Information Aggregation Network for Anterior Chamber Angle Analysis.
OMIA@MICCAI
Lingxi Zeng, YingLin Zhang, Jialin Li, Xiaoli Xing, Lingxi Hu, Chenglin Yao, Tianhang Liu, Yi Yue, Zunjie Xiao, Chen Lin, Risa Higashita, Jiang Liu
2025 J jnl
Expert-Like Reparameterization of Heterogeneous Pyramid Receptive Fields in Efficient CNNs for Fair Medical Image Classification.
CoRR
Xiao Wu, Xiaoqing Zhang, Zunjie Xiao, Lingxi Hu, Risa Higashita, Jiang Liu
2025 J jnl
Explainable machine learning framework for cataracts recognition using visual features.
Vis. Comput. Ind. Biomed. Art
Xiao Wu, Lingxi Hu, Zunjie Xiao, Xiaoqing Zhang, Risa Higashita, Jiang Liu
2025 J jnl
PEMUTA: Pedagogically-Enriched Multi-Granular Undergraduate Thesis Assessment.
CoRR
Jialu Zhang, Qingyang Sun, Qianyi Wang, Weiyi Zhang, Zunjie Xiao, Xiaoqing Zhang, Jianfeng Ren, Jiang Liu
2025 J jnl
Pathology Context Recalibration Network for Ocular Disease Recognition.
CoRR
Zunjie Xiao, Xiaoqing Zhang, Risa Higashita, Jiang Liu
2025 J jnl
Pyramid Pixel Context Adaption Network for Medical Image Classification With Supervised Contrastive Learning.
IEEE Trans. Neural Networks Learn. Syst.
Xiaoqing Zhang, Zunjie Xiao, Xiao Wu, Yanlin Chen, Jilu Zhao, Yan Hu, Jiang Liu
2024 J jnl
Dual-View Pyramid Pooling in Deep Neural Networks for Improved Medical Image Classification and Confidence Calibration.
CoRR
Xiaoqing Zhang, Qiushi Nie, Zunjie Xiao, Jilu Zhao, Xiao Wu, Pengxin Guo, Runzhi Li, Jin Liu, Yanjie Wei, Yi Pan
2024 — conf
MM-UNet: A Mixed MLP Architecture for Improved Ophthalmic Image Segmentation.
OMIA@MICCAI
Zunjie Xiao, Xiaoqing Zhang, Risa Higashita, Jiang Liu
2024 J jnl
MM-UNet: A Mixed MLP Architecture for Improved Ophthalmic Image Segmentation.
CoRR
Zunjie Xiao, Xiaoqing Zhang, Risa Higashita, Jiang Liu
2024 J jnl
Mixed-decomposed convolutional network: A lightweight yet efficient convolutional neural network for ocular disease recognition.
CAAI Trans. Intell. Technol.
Xiaoqing Zhang, Xiao Wu, Zunjie Xiao, Lingxi Hu, Zhongxi Qiu, Qingyang Sun, Risa Higashita, Jiang Liu
2024 J jnl
Multi-style spatial attention module for cortical cataract classification in AS-OCT image with supervised contrastive learning.
Comput. Methods Programs Biomed.
Zunjie Xiao, Xiaoqing Zhang, Bofang Zheng, Yitong Guo, Risa Higashita, Jiang Liu
2024 J jnl
Regional context-based recalibration network for cataract recognition in AS-OCT.
Pattern Recognit.
Xiaoqing Zhang, Zunjie Xiao, Bing Yang, Xiao Wu, Risa Higashita, Jiang Liu
2023 J jnl
Nuclear cataract classification in anterior segment OCT based on clinical global-local features.
Complex Intell. Syst.
Xiaoqing Zhang, Zunjie Xiao, Xiao Wu, Yu Chen, Risa Higashita, Wan Chen, Jin Yuan, Jiang Liu
2023 J jnl
PPCR: Learning Pyramid Pixel Context Recalibration Module for Medical Image Classification.
CoRR
Xiaoqing Zhang, Zunjie Xiao, Xiao Wu, Jiansheng Fang, Junyong Shen, Yan Hu, Risa Higashita, Jiang Liu
2022 — conf
A Novel Local-Global Spatial Attention Network for Cortical Cataract Classification in AS-OCT.
PRCV (2)
Zunjie Xiao, Xiaoqing Zhang, Qingyang Sun, Zhuofei Wei, Gelei Xu, Jin Yuan, Risa Higashita, Jiang Liu
2022 J jnl
Adaptive feature squeeze network for nuclear cataract classification in AS-OCT image.
J. Biomed. Informatics
Xiaoqing Zhang, Zunjie Xiao, Risa Higashita, Yan Hu, Wan Chen, Jin Yuan, Jiang Liu
2022 J jnl
Attention to region: Region-based integration-and-recalibration networks for nuclear cataract classification using AS-OCT images.
Medical Image Anal.
Xiaoqing Zhang, Zunjie Xiao, Huazhu Fu, Yan Hu, Jin Yuan, Yanwu Xu, Risa Higashita, Jiang Liu
2022 J jnl
CCA-Net: Clinical-awareness attention network for nuclear cataract classification in AS-OCT.
Knowl. Based Syst.
Xiaoqing Zhang, Zunjie Xiao, Lingxi Hu, Gelei Xu, Risa Higashita, Wan Chen, Jin Yuan, Jiang Liu
2022 A conf
Channel-Wise and Spatial Feature Recalibration Network for Nuclear Cataract Classification.
ICME
Xiaoqing Zhang, Gelei Xu, Junyong Shen, Zunjie Xiao, Qiuyang Yan, Jin Yuan, Risa Higashita, Jiang Liu
2022 J jnl
Machine Learning for Cataract Classification/Grading on Ophthalmic Imaging Modalities: A Survey.
Int. J. Autom. Comput.
Xiao-Qing Zhang, Yan Hu, Zunjie Xiao, Jiansheng Fang, Risa Higashita, Jiang Liu
2022 J jnl
Mixed pyramid attention network for nuclear cataract classification based on anterior segment OCT images.
Health Inf. Sci. Syst.
Xiaoqing Zhang, Zunjie Xiao, Xiaoling Li, Xiao Wu, Hanxi Sun, Jin Yuan, Risa Higashita, Jiang Liu
2022 — conf
Screening of Dementia on OCTA Images via Multi-projection Consistency and Complementarity.
MICCAI (2)
Xingyue Wang, Heng Li, Zunjie Xiao, Huazhu Fu, Yitian Zhao, Richu Jin, Shuting Zhang, William Robert Kwapong, Ziyi Zhang, Hanpei Miao, Jiang Liu
2021 — conf
Gated Channel Attention Network for Cataract Classification on AS-OCT Image.
ICONIP (3)
Zunjie Xiao, Xiaoqing Zhang, Risa Higashita, Yan Hu, Jin Yuan, Wan Chen, Jiang Liu
2021 C conf
Multimedia Meets Archaeology: A Novel Interdisciplinary Teaching Approach.
FIE
Xiaoqing Zhang, Jiaqi Wei, Shengjie Ye, Zunjie Xiao, Yan Hu, Jigen Tang, Jiang Liu
2020 B conf
A Novel Deep Learning Method for Nuclear Cataract Classification Based on Anterior Segment Optical Coherence Tomography Images.
SMC
Xiaoqing Zhang, Zunjie Xiao, Risa Higashita, Wan Chen, Jin Yuan, Jiansheng Fang, Yan Hu, Jiang Liu