Ronald X. Xu

24 papers A 1Journal 22Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A proxy-enhanced and margin-adaptive contrastive learning method for skin lesion diagnosis.
Biomed. Signal Process. Control.
Di Xin, Peng Yao, Chi Zhang, Shuwei Shen, Zhiping Wang, Zhaoheng Han, Yang Shi, Pengfei Shao, Mingzhai Sun, Ronald X. Xu
2026 J jnl
Keyframe-Guided Structured Rewards for Reinforcement Learning in Long-Horizon Laboratory Robotics.
CoRR
Yibo Qiu, Shu'ang Sun, Haoliang Ye, Ronald X. Xu, Mingzhai Sun
2025 J jnl
BioMARS: A Multi-Agent Robotic System for Autonomous Biological Experiments.
CoRR
Yibo Qiu, Zan Huang, Zhiyu Wang, Handi Liu, Yiling Qiao, Yifeng Hu, Shu'ang Sun, Hangke Peng, Ronald X. Xu, Mingzhai Sun
2025 J jnl
DCST: Dual Cross-Supervision for Transformer-based Unsupervised Domain Adaptation.
Neural Networks
Yi Cheng, Peng Yao, Liang Xu, Mingxiao Chen, Peng Liu, Pengfei Shao, Shuwei Shen, Ronald X. Xu
2025 J jnl
DMCA-Net: Dual-branch multi-granularity hierarchical contrast and cross-attention network for cervical abnormal cell detection.
Neural Networks
Zhiping Wang, Peng Yao, Shuwei Shen, Pengfei Shao, Wei Ren, Liang Zeng, Mingzhai Sun, Ronald X. Xu
2025 — conf
HARP: Harmonization and Adaptive Refinement of Pseudo-labels for Cross-Domain Medical Image Segmentation.
MICCAI (6)
Yulong Liu, Wenqing Ye, Hui Liu, Ziyi Chen, Peilin Li, Ronald X. Xu, Mingzhai Sun
2025 J jnl
Label-free Prediction of Vascular Connectivity in Perfused Microvascular Networks in vitro.
CoRR
Liang Xu, Pengwu Song, Shilu Zhu, Yang Zhang, Ru Zhang, Zhiyuan Zheng, Qingdong Zhang, Jie Gao, Chen Han, Mingzhai Sun, Peng Yao, Min Ye, Ronald X. Xu
2025 J jnl
Label-free prediction of vascular connectivity in perfused microvascular networks in vitro.
Comput. Methods Programs Biomed.
Liang Xu, Pengwu Song, Shilu Zhu, Yang Zhang, Ru Zhang, Zhiyuan Zheng, Qingdong Zhang, Jie Gao, Chen Han, Mingzhai Sun, Peng Yao, Min Ye, Ronald X. Xu
2025 J jnl
MCPA: multi-scale cross perceptron attention network for 2D medical image segmentation.
Complex Intell. Syst.
Liang Xu, Mingxiao Chen, Yi Cheng, Pengwu Song, Pengfei Shao, Shuwei Shen, Peng Yao, Ronald X. Xu
2025 A conf
Refining Dataset Distillation via Critical Region Selection and Multiview Teacher Guidance.
ECAI
Wenqing Ye, Xinyu Li, Hui Liu, Di Wu, Xiaoyan Sun, Ronald X. Xu, Mingzhai Sun
2025 J jnl
Resource-efficient instruction tuning of large language models for biomedical named entity recognition.
J. Biomed. Informatics
Hui Liu, Ziyi Chen, Peilin Li, Yuan-Zhi Liu, Xiangtao Liu, Ronald X. Xu, Mingzhai Sun
2025 J jnl
Unpaired Fundus Image Enhancement Using Image Decomposition.
IET Image Process.
Kun Chen, Yu Ye, Huazhu Fu, Yuhao Luo, Ronald X. Xu, Mingzhai Sun
2024 J jnl
Correction: Phased progressive learning with coupling-regulation-imbalance loss for imbalanced data classification.
Neural Comput. Appl.
Liang Xu, Yi Cheng, Fan Zhang, Bingxuan Wu, Pengfei Shao, Peng Liu, Shuwei Shen, Peng Yao, Ronald X. Xu
2024 J jnl
Edge-Guided Contrastive Adaptation Network for Arteriovenous Nicking Classification Using Synthetic Data.
IEEE Trans. Medical Imaging
Jicheng Liu, Hui Liu, Huazhu Fu, Yu Ye, Kun Chen, Yu Lu, Jianbo Mao, Ronald X. Xu, Mingzhai Sun
2024 J jnl
Phased progressive learning with coupling-regulation-imbalance loss for imbalanced data classification.
Neural Comput. Appl.
Liang Xu, Yi Cheng, Fan Zhang, Bingxuan Wu, Pengfei Shao, Peng Liu, Shuwei Shen, Peng Yao, Ronald X. Xu
2024 J jnl
SCAC: A Semi-Supervised Learning Approach for Cervical Abnormal Cell Detection.
IEEE J. Biomed. Health Informatics
Zheng Zhang, Peng Yao, Mingxiao Chen, Liang Zeng, Pengfei Shao, Shuwei Shen, Ronald X. Xu
2024 J jnl
Semantic uncertainty Guided Cross-Transformer for enhanced macular edema segmentation in OCT images.
Comput. Biol. Medicine
Hui Liu, Wenteng Gao, Lei Yang, Di Wu, Dehan Zhao, Kun Chen, Jicheng Liu, Yu Ye, Ronald X. Xu, Mingzhai Sun
2024 J jnl
Spectral reconstruction of fundus images using retinex-based semantic spectral separation transformer, applied for retinal oximetry.
Biomed. Signal Process. Control.
Jicheng Liu, Wenteng Gao, Dehan Zhao, Lei Yang, Peng Liu, Ronald X. Xu, Mingzhai Sun
2023 J jnl
MCPA: Multi-scale Cross Perceptron Attention Network for 2D Medical Image Segmentation.
CoRR
Liang Xu, Mingxiao Chen, Yi Cheng, Pengfei Shao, Shuwei Shen, Peng Yao, Ronald X. Xu
2022 J jnl
Phased Progressive Learning with Coupling-Regulation-Imbalance Loss for Imbalanced Classification.
CoRR
Liang Xu, Yi Cheng, Fan Zhang, Bingxuan Wu, Pengfei Shao, Peng Liu, Shuwei Shen, Peng Yao, Ronald X. Xu
2022 J jnl
Single Model Deep Learning on Imbalanced Small Datasets for Skin Lesion Classification.
IEEE Trans. Medical Imaging
Peng Yao, Shuwei Shen, Mengjuan Xu, Peng Liu, Fan Zhang, Jinyu Xing, Pengfei Shao, Benjamin Kaffenberger, Ronald X. Xu
2021 J jnl
An explainable two-dimensional single model deep learning approach for Alzheimer's disease diagnosis and brain atrophy localization.
CoRR
Fan Zhang, Bo Pan, Pengfei Shao, Peng Liu, Shuwei Shen, Peng Yao, Ronald X. Xu
2021 J jnl
Low-cost and high-performance data augmentation for deep-learning-based skin lesion classification.
CoRR
Shuwei Shen, Mengjuan Xu, Fan Zhang, Pengfei Shao, Honghong Liu, Liang Xu, Chi Zhang, Peng Liu, Zhihong Zhang, Peng Yao, Ronald X. Xu
2021 J jnl
Single Model Deep Learning on Imbalanced Small Datasets for Skin Lesion Classification.
CoRR
Peng Yao, Shuwei Shen, Mengjuan Xu, Peng Liu, Fan Zhang, Jinyu Xing, Pengfei Shao, Benjamin Kaffenberger, Ronald X. Xu