Jun Chen

33 papers A 1Journal 21Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adaptive personalized federated learning for left atrium segmentation from multi-center LGE CMR images.
Expert Syst. Appl.
Zhe Liu, Yuyang Xin, Guang Yang, Qiaoying Teng, Xiongfeng Cao, Guozhong Du, Jun Chen, Lingyun Zu
2026 J jnl
CGR: calibrating generative replay for exemplar-free class-incremental learning.
Multim. Syst.
Xingcheng Zhu, Kai Han, Xiaocheng Hu, Chongwen Lyu, Jun Chen, Yi Liu, Zhe Liu
2026 J jnl
Transformer-masked autoencoder (MAE) for robust medical image classification: A comprehensive survey.
Expert Syst. Appl.
Ernest Asimeng, Jun Chen, Kai Han, Chongwen Lyu, Zhe Liu
2025 J jnl
Adaptive Label Correction for Robust Medical Image Segmentation with Noisy Labels.
CoRR
Chengxuan Qian, Kai Han, Siqi Ma, Chongwen Lyu, Zhenlong Yuan, Jun Chen, Zhe Liu
2025 — conf
CLIMD: A Curriculum Learning Framework for Imbalanced Multimodal Diagnosis.
MICCAI (15)
Kai Han, Chongwen Lyu, Lele Ma, Chengxuan Qian, Siqi Ma, Zheng Pang, Jun Chen, Zhe Liu
2025 J jnl
CLIMD: A Curriculum Learning Framework for Imbalanced Multimodal Diagnosis.
CoRR
Kai Han, Chongwen Lyu, Lele Ma, Chengxuan Qian, Siqi Ma, Zheng Pang, Jun Chen, Zhe Liu
2025 J jnl
DynCIM: Dynamic Curriculum for Imbalanced Multimodal Learning.
CoRR
Chengxuan Qian, Kai Han, Jingchao Wang, Zhenlong Yuan, Chongwen Lyu, Jun Chen, Zhe Liu
2025 — conf
Eliminating Language Bias for Medical Visual Question Answering with Counterfactual Contrastive Training.
MICCAI (6)
Xingyu Wan, Qiaoying Teng, Jun Chen, Yonghan Lu, Deqi Yuan, Zhe Liu
2025 J jnl
Frequency Domain Unlocks New Perspectives for Abdominal Medical Image Segmentation.
CoRR
Kai Han, Siqi Ma, Chengxuan Qian, Jun Chen, Chongwen Lyu, Yuqing Song, Zhe Liu
2025 — conf
Intermediate Category-Driven Balancing Adjustment Method for Long-Tail Classification.
PRCV (4)
Yijing Chen, Jun Chen, Chongwen Lyu, Kai Han, Zhe Liu, Yi Liu
2025 J jnl
LiMT: A Multi-task Liver Image Benchmark Dataset.
CoRR
Zhe Liu, Kai Han, Siqi Ma, Yan Zhu, Jun Chen, Chongwen Lyu, Xinyi Qiu, Chengxuan Qian, Yuqing Song, Yi Liu, Liyuan Tian, Yang Ji, Yuefeng Li
2025 — conf
Mitigating Language Bias in Medical VQA via Causally-Inspired Intervention.
BIBM
Qiaoying Teng, Jun Chen, Xingyu Wan, Kai Han, Chongwen Lyu, Chongshang Zhong, Deqi Yuan, Zhe Liu
2025 J jnl
Region Uncertainty Estimation for Medical Image Segmentation With Noisy Labels.
IEEE Trans. Medical Imaging
Kai Han, Shuhui Wang, Jun Chen, Chengxuan Qian, Chongwen Lyu, Siqi Ma, Chengjian Qiu, Victor S. Sheng, Qingming Huang, Zhe Liu
2024 J jnl
Adaptive dynamic inference for few-shot left atrium segmentation.
Medical Image Anal.
Jun Chen, Xuejiao Li, Heye Zhang, Yongwon Cho, Sung Ho Hwang, Zhifan Gao, Guang Yang
2024 — conf
AugMixSpeech: A Data Augmentation Method and Consistency Regularization for Mandarin Automatic Speech Recognition.
NLPCC (3)
Yang Jiang, Jun Chen, Kai Han, Yi Liu, Siqi Ma, Yuqing Song, Zhe Liu
2024 J jnl
Collaborative compensative transformer network for salient object detection.
Pattern Recognit.
Jun Chen, Heye Zhang, Mingming Gong, Zhifan Gao
2024 J jnl
Hierarchical Relational Inference for Few-Shot Learning in 3D Left Atrial Segmentation.
IEEE Trans. Emerg. Top. Comput. Intell.
Xuejiao Li, Jun Chen, Heye Zhang, Yongwon Cho, Sung Ho Hwang, Zhifan Gao, Guang Yang
2024 — conf
SSDC-Net: An Effective Classification Method of Steel Surface Defects Based on Salient Local Features.
ICIC (3)
Qifei Hao, Qingsong Gan, Zhe Liu, Jun Chen, Qi Shen, Chengxuan Qian, Yi Liu
2024 A conf
Tutor Assisted Feature Distillation.
ICME
Shenghao Chen, Zhe Liu, Jun Chen, Yuqing Song, Yi Liu, Qiaoying Teng
2024 — conf
Wavelet Transform-based Distribution Discrepancy Maximization for Medical Image Segmentation.
BIBM
Kai Han, Jun Chen, Siqi Ma, Yuqing Song, Yonghan Lu, Zhe Liu
2023 — conf
LC-SegDiff: Label-Constraint Diffusion Model for Medical Image Segmentation.
BIBM
Yonghan Lu, Chengjian Qiu, Qiaoying Teng, Jun Chen, Robert C. Free, Lu Liu, Yuqing Song, Zhe Liu
2022 J jnl
Adaptive Hierarchical Dual Consistency for Semi-Supervised Left Atrium Segmentation on Cross-Domain Data.
IEEE Trans. Medical Imaging
Jun Chen, Heye Zhang, Raad Mohiaddin, Tom Wong, David N. Firmin, Jennifer Keegan, Guang Yang
2022 J jnl
JAS-GAN: Generative Adversarial Network Based Joint Atrium and Scar Segmentations on Unbalanced Atrial Targets.
IEEE J. Biomed. Health Informatics
Jun Chen, Guang Yang, Habib Khan, Heye Zhang, Yanping Zhang, Shu Zhao, Raad Mohiaddin, Tom Wong, David N. Firmin, Jennifer Keegan
2021 J jnl
Adaptive Hierarchical Dual Consistency for Semi-Supervised Left Atrium Segmentation on Cross-Domain Data.
CoRR
Jun Chen, Heye Zhang, Raad Mohiaddin, Tom Wong, David N. Firmin, Jennifer Keegan, Guang Yang
2021 J jnl
JAS-GAN: Generative Adversarial Network Based Joint Atrium and Scar Segmentations on Unbalanced Atrial Targets.
CoRR
Jun Chen, Guang Yang, Habib Khan, Heye Zhang, Yanping Zhang, Shu Zhao, Raad Mohiaddin, Tom Wong, David N. Firmin, Jennifer Keegan
2020 J jnl
Simultaneous Left Atrium Anatomy and Scar Segmentations via Deep Learning in Multiview Information with Attention.
CoRR
Guang Yang, Jun Chen, Zhifan Gao, Shuo Li, Hao Ni, Elsa D. Angelini, Tom Wong, Raad Mohiaddin, Eva Nyktari, Ricardo Wage, Lei Xu, Yanping Zhang, Xiuquan Du, Heye Zhang, David N. Firmin, Jennifer Keegan
2020 J jnl
Simultaneous left atrium anatomy and scar segmentations via deep learning in multiview information with attention.
Future Gener. Comput. Syst.
Guang Yang, Jun Chen, Zhifan Gao, Shuo Li, Hao Ni, Elsa D. Angelini, Tom Wong, Raad Mohiaddin, Eva Nyktari, Ricardo Wage, Lei Xu, Yanping Zhang, Xiuquan Du, Heye Zhang, David N. Firmin, Jennifer Keegan
2019 — conf
Discriminative Consistent Domain Generation for Semi-supervised Learning.
MICCAI (2)
Jun Chen, Heye Zhang, Yanping Zhang, Shu Zhao, Raad Mohiaddin, Tom Wong, David N. Firmin, Guang Yang, Jennifer Keegan
2019 J jnl
Discriminative Consistent Domain Generation for Semi-supervised Learning.
CoRR
Jun Chen, Heye Zhang, Yanping Zhang, Shu Zhao, Raad Mohiaddin, Tom Wong, David N. Firmin, Guang Yang, Jennifer Keegan
2018 J jnl
Deep Regression Segmentation for Cardiac Bi-Ventricle MR Images.
IEEE Access
Xiuquan Du, Weiwei Zhang, Heye Zhang, Jun Chen, Yanping Zhang, James Warrington, Gary Brahm, Shuo Li
2018 — conf
Multiview Sequential Learning and Dilated Residual Learning for a Fully Automatic Delineation of the Left Atrium and Pulmonary Veins from Late Gadolinium-Enhanced Cardiac MRI Images.
EMBC
Guang Yang, Jun Chen, Zhifan Gao, Heye Zhang, Hao Ni, Elsa D. Angelini, Raad Mohiaddin, Tom Wong, Jennifer Keegan, David N. Firmin
2018 — conf
Multiview Two-Task Recursive Attention Model for Left Atrium and Atrial Scars Segmentation.
MICCAI (2)
Jun Chen, Guang Yang, Zhifan Gao, Hao Ni, Elsa D. Angelini, Raad Mohiaddin, Tom Wong, Yanping Zhang, Xiuquan Du, Heye Zhang, Jennifer Keegan, David N. Firmin
2018 J jnl
Multiview Two-Task Recursive Attention Model for Left Atrium and Atrial Scars Segmentation.
CoRR
Jun Chen, Guang Yang, Zhifan Gao, Hao Ni, Elsa D. Angelini, Raad Mohiaddin, Tom Wong, Yanping Zhang, Xiuquan Du, Heye Zhang, Jennifer Keegan, David N. Firmin