袁晓涵｜重庆师范大学｜学者主页

期刊论文

2026

FedHydra: Toward Parameter-Efficient and Backdoor-Resistant Federated Unlearning in Human-Centric Metaverse Service

Li Duan, Zhen-Peng Li, Xiaohan Yuan, Wei Wang, Ji-Qiang Liu, Wei Ni

IEEE Transactions on Services Computing

DOI

2026

Personalized Federated Learning with Low-Rank Pruning-Based Adaptation for Non-IID Data

Luxi Cheng, Chuan Sun, Xiaohan Yuan, Xiuhua Li

IEEE International Conference on Joint Cloud Computing (JCC)

DOI

2026

Trustworthy Agentic Federated Learning for Multi-Level Data Imbalance in Intelligent Edge Networks

Xiaohan Yuan, Jinlu Xiong, Yaheng Wang, Song Sun, Chuan Sun

IEEE Transactions on Network Science and Engineering

DOI

2026

Addressing class imbalance in federated learning: A perspective of catastrophic forgetting

Xiaohan Yuan, Yaheng Wang, Jinlu Xiong, Chuan Sun, Shuyu Chen

Chaos Solitons & Fractals

DOI

2025

Deep learning CT model for stratified diagnosis of pancreatic cystic neoplasms: multicenter development, validation, and real-world clinical impact

Xiaohan Yuan, Chengwei Chen, Zhang Shi, Wenbin Liu, Xinyue Zhang, Ming Yang, Mengmeng Zhu, Jieyu Yu, Fang Liu, Jing Li, Yunshuo Zhang, Hui Jiang, Bozhu Chen, Jianping Lu, Chengwei Shao, Yun Bian

Npj Digital Medicine，Vol. 8, No. 10

DOI

2025

FedEditor: Efficient and Effective Federated Unlearning in Cooperative Intelligent Transportation Systems

Xiaohan Yuan, Ji-Qiang Liu, Bin Wang, Guo-Rong Chen, Xiangrui Xu, Junyong Wang, Tao Li, Wei Wang

IEEE Transactions on Information Forensics and Security

DOI

2025

Two-in-One Solution: Simultaneously Enhancing Security and Privacy for Data-Driven Models in Mobile Edge Computing

Pengrui Liu, Xiaohan Yuan, Wei Wang, Xiang-Ru Xu, Tao Li, Junyong Wang, Bin Wang, W. Pedrycz

IEEE transactions on consumer electronics

DOI

2025

CustomFair: A Customized Fairness Method for Federated Recommender Systems in Social Internet of Things

Guo-Rong Chen, Chao Li, Feilei Du, Xiaohan Yuan, Cheng Chi, Zi-Hang Yin, Bin Wang, Tao Li, Xuhua Bao, Wei Wang

IEEE Internet of Things Journal

DOI

2024

FedComm: A Privacy-Enhanced and Efficient Authentication Protocol for Federated Learning in Vehicular Ad-Hoc Networks

Xiaohan Yuan, Ji-Qiang Liu, Bin Wang, Wei Wang, Bin Wang, Tao Li, Xiaobo Ma, W. Pedrycz

IEEE Transactions on Information Forensics and Security

DOI

2024

A clustering-based adaptive undersampling ensemble method for highly unbalanced data classification

Xiaohan Yuan, Chuan Sun, Shuyu Chen

Applied Soft Computing

DOI

2023

面向类不平衡数据分类的方法研究

袁晓涵

《重庆大学》

预印本

2026

CineMesh4D: Personalized 4D Whole Heart Reconstruction from Sparse Cine MRI

Xiaoyue Liu, Xiaohan Yuan, Mark Y Chan, Ching-Hui Sia, Lei Li

arXiv preprint

2026

RePCM: Region-Specific and Phenotype-Adaptive Bi-Ventricular Cardiac Motion Synthesis

Xuan Yang, Xiaohan Yuan, Hao Li, Lingyu Chen, Yanan Liu, Lei Li

arXiv preprint

2026

Personalized 4D Whole-Heart Mesh Reconstruction from Cine MRI via Multi-Scale Temporal Modeling and Differentiable Contour Rendering

Xiaoyue Liu, Dongcheng Cang, Xiaohan Yuan, Mark YY Chan, Ching-Hui Sia, Lei Li

arXiv preprint

2026

Learning to Beat: Phenotype-Guided Latent Flow with Regional Motion Priors for Biventricular Motion Synthesis

Xuan Yang, Xiaohan Yuan, Hao Li, Lingyu Chen, Yanan Liu, Qingya Li, Lei Li

arXiv preprint

2026

Anatomy-Aligned Surface Field Learning for Myocardial Reconstruction from Sparse Short-Axis Cine MRI

Xiaohan Yuan, Xuan Yang, Qingya Li, Yangang Wang, Lei Li

arXiv preprint

2023

4D Myocardium Reconstruction with Decoupled Motion and Shape Model

Xiaohan Yuan, Cong Liu, Yangang Wang

arXiv preprint

2023

DiffuseExpand: Expanding dataset for 2D medical image segmentation using diffusion models

Shitong Shao, Xiaohan Yuan, Zhen Huang, Ziming Qiu, Shuai Wang, Kevin Zhou

arXiv preprint

袁晓涵

精选作品

期刊论文

FedHydra: Toward Parameter-Efficient and Backdoor-Resistant Federated Unlearning in Human-Centric Metaverse Service

Personalized Federated Learning with Low-Rank Pruning-Based Adaptation for Non-IID Data

Trustworthy Agentic Federated Learning for Multi-Level Data Imbalance in Intelligent Edge Networks

Addressing class imbalance in federated learning: A perspective of catastrophic forgetting

Deep learning CT model for stratified diagnosis of pancreatic cystic neoplasms: multicenter development, validation, and real-world clinical impact

FedEditor: Efficient and Effective Federated Unlearning in Cooperative Intelligent Transportation Systems

Two-in-One Solution: Simultaneously Enhancing Security and Privacy for Data-Driven Models in Mobile Edge Computing

CustomFair: A Customized Fairness Method for Federated Recommender Systems in Social Internet of Things

FedComm: A Privacy-Enhanced and Efficient Authentication Protocol for Federated Learning in Vehicular Ad-Hoc Networks

A clustering-based adaptive undersampling ensemble method for highly unbalanced data classification

面向类不平衡数据分类的方法研究

预印本

CineMesh4D: Personalized 4D Whole Heart Reconstruction from Sparse Cine MRI

RePCM: Region-Specific and Phenotype-Adaptive Bi-Ventricular Cardiac Motion Synthesis

Personalized 4D Whole-Heart Mesh Reconstruction from Cine MRI via Multi-Scale Temporal Modeling and Differentiable Contour Rendering

Learning to Beat: Phenotype-Guided Latent Flow with Regional Motion Priors for Biventricular Motion Synthesis

Anatomy-Aligned Surface Field Learning for Myocardial Reconstruction from Sparse Short-Axis Cine MRI

4D Myocardium Reconstruction with Decoupled Motion and Shape Model

DiffuseExpand: Expanding dataset for 2D medical image segmentation using diffusion models

研究方向