Zhen Chen

According to our database, Zhen Chen authored at least 45 papers between 2018 and 2025.

Collaborative distances:

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

2025

Relation-Guided Versatile Regularization for Federated Semi-Supervised Learning.

Qiushi Yang, Zhen Chen, Zhe Peng, Yixuan Yuan

Int. J. Comput. Vis., June, 2025

Unified Multi-Modal Diagnostic Framework With Reconstruction Pre-Training and Heterogeneity-Combat Tuning.

Yupei Zhang, Li Pan, Qiushi Yang, Tan Li, Zhen Chen

IEEE J. Biomed. Health Informatics, May, 2025

Exploring Contrastive Pre-Training for Domain Connections in Medical Image Segmentation.

Zequn Zhang, Yun Jiang, Yunnan Wang, Baao Xie, Wenyao Zhang, Yuhang Li, Zhen Chen, Xin Jin, Wenjun Zeng

IEEE Trans. Medical Imaging, April, 2025

HRMedSeg: Unlocking High-resolution Medical Image segmentation via Memory-efficient Attention Modeling.

Qing Xu, Zhenye Lou, Chenxin Li, Xiangjian He, Rong Qu, Fiseha Berhanu Tesema, Yi Wang, Wenting Duan, Zhen Chen

CoRR, April, 2025

MAP: Evaluation and Multi-Agent Enhancement of Large Language Models for Inpatient Pathways.

Zhen Chen, Zhihao Peng, Xusheng Liang, Cheng Wang, Peigan Liang, Linsheng Zeng, Minjie Ju, Yixuan Yuan

CoRR, March, 2025

Polyp-Gen: Realistic and Diverse Polyp Image Generation for Endoscopic Dataset Expansion.

Shengyuan Liu, Zhen Chen, Qiushi Yang, Weihao Yu, Di Dong, Jiancong Hu, Yixuan Yuan

CoRR, January, 2025

UN-SAM: Domain-adaptive self-prompt segmentation for universal nuclei images.

Zhen Chen, Qing Xu, Xinyu Liu, Yixuan Yuan

Medical Image Anal., 2025

NuSegDG: Integration of heterogeneous space and Gaussian kernel for domain-generalized nuclei segmentation.

Zhenye Lou, Qing Xu, Zekun Jiang, Xiangjian He, Chenxin Li, Zhen Chen, Yi Wang, Maggie M. He, Wenting Duan

Knowl. Based Syst., 2025

Long-tailed medical diagnosis with relation-aware representation learning and iterative classifier calibration.

Li Pan, Yupei Zhang, Qiushi Yang, Tan Li, Zhen Chen

Comput. Biol. Medicine, 2025

U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation.

Chenxin Li, Xinyu Liu, Wuyang Li, Cheng Wang, Hengyu Liu, Yifan Liu, Zhen Chen, Yixuan Yuan

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Comprehensive learning and adaptive teaching: Distilling multi-modal knowledge for pathological glioma grading.

Xiaohan Xing, Meilu Zhu, Zhen Chen, Yixuan Yuan

Medical Image Anal., January, 2024

Mask-aware transformer with structure invariant loss for CT translation.

Wenting Chen, Wei Zhao, Zhen Chen, Tianming Liu, Li Liu, Jun Liu, Yixuan Yuan

Medical Image Anal., 2024

ESP-MedSAM: Efficient Self-Prompting SAM for Universal Domain-Generalized Medical Image Segmentation.

Qing Xu, Jiaxuan Li, Xiangjian He, Ziyu Liu, Zhen Chen, Wenting Duan, Chenxin Li, Maggie M. He, Fiseha B. Tesema, Wooi Ping Cheah, Yi Wang, Rong Qu, Jonathan M. Garibaldi

CoRR, 2024

Endora: Video Generation Models as Endoscopy Simulators.

Chenxin Li, Hengyu Liu, Yifan Liu, Brandon Y. Feng, Wuyang Li, Xinyu Liu, Zhen Chen, Jing Shao, Yixuan Yuan

CoRR, 2024

UN-SAM: Universal Prompt-Free Segmentation for Generalized Nuclei Images.

Zhen Chen, Qing Xu, Xinyu Liu, Yixuan Yuan

CoRR, 2024

Flaws can be Applause: Unleashing Potential of Segmenting Ambiguous Objects in SAM.

Chenxin Li, Yuzhi Huang, Wuyang Li, Hengyu Liu, Xinyu Liu, Qing Xu, Zhen Chen, Yue Huang, Yixuan Yuan

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

MOST: Multi-formation Soft Masking for Semi-supervised Medical Image Segmentation.

Xinyu Liu, Zhen Chen, Yixuan Yuan

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

[inline-graphic not available: see fulltext]Endora: Video Generation Models as Endoscopy Simulators.

Chenxin Li, Hengyu Liu, Yifan Liu, Brandon Y. Feng, Wuyang Li, Xinyu Liu, Zhen Chen, Jing Shao, Yixuan Yuan

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Focus on Focus: Focus-oriented Representation Learning and Multi-view Cross-modal Alignment for Glioma Grading.

Li Pan, Yupei Zhang, Qiushi Yang, Tan Li, Xiaohan Xing, Maximus C. F. Yeung, Zhen Chen

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

2023

Medical federated learning with joint graph purification for noisy label learning.

Zhen Chen, Wuyang Li, Xiaohan Xing, Yixuan Yuan

Medical Image Anal., December, 2023

Generalized Gradient Flow Based Saliency for Pruning Deep Convolutional Neural Networks.

Xinyu Liu, Baopu Li, Zhen Chen, Yixuan Yuan

Int. J. Comput. Vis., December, 2023

Gradient modulated contrastive distillation of low-rank multi-modal knowledge for disease diagnosis.

Xiaohan Xing, Zhen Chen, Yuenan Hou, Yixuan Yuan

Medical Image Anal., August, 2023

FedDM: Federated Weakly Supervised Segmentation via Annotation Calibration and Gradient De-Conflicting.

Meilu Zhu, Zhen Chen, Yixuan Yuan

IEEE Trans. Medical Imaging, June, 2023

Hierarchical Bias Mitigation for Semi-Supervised Medical Image Classification.

Qiushi Yang, Zhen Chen, Yixuan Yuan

IEEE Trans. Medical Imaging, 2023

Gradient and Feature Conformity-Steered Medical Image Classification with Noisy Labels.

Xiaohan Xing, Zhen Chen, Zhifan Gao, Yixuan Yuan

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Combat Long-Tails in Medical Classification with Relation-Aware Consistency and Virtual Features Compensation.

Li Pan, Yupei Zhang, Qiushi Yang, Tan Li, Zhen Chen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

D²-Net: Dual Disentanglement Network for Brain Tumor Segmentation With Missing Modalities.

Qiushi Yang, Xiaoqing Guo, Zhen Chen, Yat Ming Peter Woo, Yixuan Yuan

IEEE Trans. Medical Imaging, 2022

Personalized Retrogress-Resilient Federated Learning Toward Imbalanced Medical Data.

Zhen Chen, Chen Yang, Meilu Zhu, Zhe Peng, Yixuan Yuan

IEEE Trans. Medical Imaging, 2022

Source free domain adaptation for medical image segmentation with fourier style mining.

Chen Yang, Xiaoqing Guo, Zhen Chen, Yixuan Yuan

Medical Image Anal., 2022

Non-equivalent images and pixels: Confidence-aware resampling with meta-learning mixup for polyp segmentation.

Xiaoqing Guo, Zhen Chen, Jun Liu, Yixuan Yuan

Medical Image Anal., 2022

Instance importance-Aware graph convolutional network for 3D medical diagnosis.

Zhen Chen, Jie Liu, Meilu Zhu, Yat Ming Peter Woo, Yixuan Yuan

Medical Image Anal., 2022

Semi-supervised Medical Image Classification with Temporal Knowledge-Aware Regularization.

Qiushi Yang, Xinyu Liu, Zhen Chen, Bulat Ibragimov, Yixuan Yuan

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Discrepancy and Gradient-Guided Multi-modal Knowledge Distillation for Pathological Glioma Grading.

Xiaohan Xing, Zhen Chen, Meilu Zhu, Yuenan Hou, Zhifan Gao, Yixuan Yuan

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021

DSI-Net: Deep Synergistic Interaction Network for Joint Classification and Segmentation With Endoscope Images.

Meilu Zhu, Zhen Chen, Yixuan Yuan

IEEE Trans. Medical Imaging, 2021

Super-Resolution Enhanced Medical Image Diagnosis With Sample Affinity Interaction.

Zhen Chen, Xiaoqing Guo, Yat Ming Peter Woo, Yixuan Yuan

IEEE Trans. Medical Imaging, 2021

HTD: Heterogeneous Task Decoupling for Two-Stage Object Detection.

Wuyang Li, Zhen Chen, Baopu Li, Dingwen Zhang, Yixuan Yuan

IEEE Trans. Image Process., 2021

Exploring Gradient Flow Based Saliency for DNN Model Compression.

Xinyu Liu, Baopu Li, Zhen Chen, Yixuan Yuan

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Personalized Retrogress-Resilient Framework for Real-World Medical Federated Learning.

Zhen Chen, Meilu Zhu, Chen Yang, Yixuan Yuan

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring.

Zhen Chen, Jun Zhang, Shuanlong Che, Junzhou Huang, Xiao Han, Yixuan Yuan

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Deep Neural Network Acceleration Based on Low-Rank Approximated Channel Pruning.

Zhen Chen, Zhibo Chen, Jianxin Lin, Sen Liu, Weiping Li

IEEE Trans. Circuits Syst. I Fundam. Theory Appl., 2020

Joint Spatial-Wavelet Dual-Stream Network for Super-Resolution.

Zhen Chen, Xiaoqing Guo, Chen Yang, Bulat Ibragimov, Yixuan Yuan

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Complementary Network with Adaptive Receptive Fields for Melanoma Segmentation.

Xiaoqing Guo, Zhen Chen, Yixuan Yuan

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019

Importance-Aware Filter Selection for Convolutional Neural Network Acceleration.

Zikun Liu, Zhen Chen, Weiping Li

Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019

Exploiting Weight-Level Sparsity in Channel Pruning with Low-Rank Approximation.

Zhen Chen, Jianxin Lin, Sen Liu, Zhibo Chen, Weiping Li, Jin Zhao, Wei Yan

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

2018

Decouple and Stretch: A Boost to Channel Pruning.

Zhen Chen, Jianxin Lin, Sen Liu, Jun Xia, Weiping Li

Proceedings of the 37th IEEE International Performance Computing and Communications Conference, 2018