Jiayi Wu

According to our database, Jiayi Wu authored at least 17 papers between 2015 and 2025.

Collaborative distances:

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

2025

Mind the Gap: Aligning Vision Foundation Models to Image Feature Matching.

Yuhan Liu, Jingwen Fu, Yang Wu, Kangyi Wu, Pengna Li, Jiayi Wu, Sanping Zhou, Jingmin Xin

CoRR, July, 2025

Learning from open-set noisy labels based on multi-prototype modeling.

Yue Zhang, Yiyi Chen, Chaowei Fang, Qian Wang, Jiayi Wu, Jingmin Xin

Pattern Recognit., 2025

2024

An automated framework for brain vessel centerline extraction from CTA images.

Sijie Liu, Ruisheng Su, Jianghang Su, Jingmin Xin, Jiayi Wu, Wim H. van Zwam, Pieter Jan van Doormaal, Aad van der Lugt, Wiro J. Niessen, Nanning Zheng, Theo van Walsum

CoRR, 2024

DPD-Net: Dual-path Proposal Discriminative Network for abnormal cell detection in cervical cytology images.

Siyi Chai, Jingmin Xin, Jiayi Wu, Hongxuan Yu, Zhaohai Liang, Yong Ma, Nanning Zheng

Biomed. Signal Process. Control., 2024

MTA-Net: A Multi-task Assisted Network for Whole-Body Lymphoma Segmentation.

Zhaohai Liang, Jiayi Wu, Siyi Chai, Yingkai Wang, Chengdong Li, Cong Shen, Jingmin Xin

Proceedings of the Artificial Intelligence Applications and Innovations, 2024

RCNet: A Redundant Compression Network Using Information Bottleneck for Pathology Whole Slide Image Classification.

Hongxuan Yu, Jiayi Wu, Jichen Xu, Shuhao Wang, Wei Wang, Siyi Chai, Jingmin Xin

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023

Multi-view Contour-constrained Transformer Network for Thin-cap Fibroatheroma Identification.

Sijie Liu, Jingmin Xin, Jiayi Wu, Yangyang Deng, Ruisheng Su, Wiro J. Niessen, Nanning Zheng, Theo van Walsum

Neurocomputing, 2023

A Space-Refine Paradigm for Automatic Carotid Artery Centerline Extraction in Magnetic Resonance Imaging.

Pu Zhang, Jingmin Xin, Jiayi Wu, Nanning Zheng

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Lymphoma Recognition in Histology Image of Gastric Mucosal Biopsy with Prototype Learning.

Jichen Xu, Jingmin Xin, Peiwen Shi, Jiayi Wu, Zheng Cao, Xiaoli Feng, Nanning Zheng

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Cervical Cytology Classification with Coarse Labels Based on Two-Stage Weakly Supervised Contrastive Learning Framework.

Siyi Chai, Jingmin Xin, Jiayi Wu, Hongxuan Yu, Zhaohai Liang, Yong Ma, Nanning Zheng

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

2022

Meta Pixel Loss Correction for Medical Image Segmentation with Noisy Labels.

Zhuotong Cai, Jingmin Xin, Peiwen Shi, Sanping Zhou, Jiayi Wu, Nanning Zheng

Proceedings of the Medical Image Learning with Limited and Noisy Data, 2022

DSTUNet: UNet with Efficient Dense SWIN Transformer Pathway for Medical Image Segmentation.

Zhuotong Cai, Jingmin Xin, Peiwen Shi, Jiayi Wu, Nanning Zheng

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

2020

Triple Multi-scale Adversarial Learning with Self-attention and Quality Loss for Unpaired Fundus Fluorescein Angiography Synthesis.

Zhuotong Cai, Jingmin Xin, Jiayi Wu, Sijie Liu, Weiliang Zuo, Nanning Zheng

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Semi-supervised Adversarial Learning for Diabetic Retinopathy Screening.

Sijie Liu, Jingmin Xin, Jiayi Wu, Peiwen Shi

Proceedings of the Ophthalmic Medical Image Analysis - 6th International Workshop, 2019

2016

SVM classification of microaneurysms with imbalanced dataset based on borderline-SMOTE and data cleaning techniques.

Qingjie Wang, Jingmin Xin, Jiayi Wu, Nanning Zheng

Proceedings of the Ninth International Conference on Machine Vision, 2016

2015

SVM learning from imbalanced microanuerysm candidate datasets used feature selection by gini index.

Jiayi Wu, Jingmin Xin, Nanning Zheng

Proceedings of the IEEE International Conference on Information and Automation, 2015

New hierarchical approach for microaneurysms detection with matched filter and machine learning.

Jiayi Wu, Jingmin Xin, Lai Hong, Jane You, Nanning Zheng

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015