Ziyang Chen

According to our database, Ziyang Chen authored at least 25 papers between 2021 and 2025.

Collaborative distances:

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

2025

Enjoying Information Dividend: Gaze Track-based Medical Weakly Supervised Segmentation.

Zhisong Wang, Yiwen Ye, Ziyang Chen, Yong Xia

CoRR, May, 2025

CADS: A Self-Supervised Learner via Cross-Modal Alignment and Deep Self-Distillation for CT Volume Segmentation.

Yiwen Ye, Jianpeng Zhang, Ziyang Chen, Yong Xia

IEEE Trans. Medical Imaging, January, 2025

SegRap2023: A benchmark of organs-at-risk and gross tumor volume Segmentation for Radiotherapy Planning of Nasopharyngeal Carcinoma.

Xiangde Luo, Jia Fu, Yunxin Zhong, Shuolin Liu, Bing Han, Mehdi Astaraki, Simone Bendazzoli, Iuliana Toma-Dasu, Yiwen Ye, Ziyang Chen, Yong Xia, Yanzhou Su, Jin Ye, Junjun He, Zhaohu Xing, Hongqiu Wang, Lei Zhu, Kaixiang Yang, Xin Fang, Zhiwei Wang, Chan Woong Lee, Sang Joon Park, Jaehee Chun, Constantin Ulrich, Klaus H. Maier-Hein, Nchongmaje Ndipenoch, Alina Dana Miron, Yongmin Li, Yimeng Zhang, Yu Chen, Lu Bai, Jinlong Huang, Chengyang An, Lisheng Wang, Kaiwen Huang, Yunqi Gu, Tao Zhou, Mu Zhou, Shichuan Zhang, Wenjun Liao, Guotai Wang, Shaoting Zhang

Medical Image Anal., 2025

Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding.

Feilong Tang, Chengzhi Liu, Zhongxing Xu, Ming Hu, Zile Huang, Haochen Xue, Ziyang Chen, Zelin Peng, Zhiwei Yang, Sijin Zhou, Wenxue Li, Yulong Li, Wenxuan Song, Shiyan Su, Wei Feng, Jionglong Su, Mingquan Lin, Yifan Peng, Xuelian Cheng, Imran Razzak, Zongyuan Ge

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Gradient Alignment Improves Test-Time Adaptation for Medical Image Segmentation.

Ziyang Chen, Yiwen Ye, Yongsheng Pan, Yong Xia

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

2024

TriLA: Triple-Level Alignment Based Unsupervised Domain Adaptation for Joint Segmentation of Optic Disc and Optic Cup.

Ziyang Chen, Yongsheng Pan, Yiwen Ye, Zhiyong Wang, Yong Xia

IEEE J. Biomed. Health Informatics, September, 2024

Meta Curvature-Aware Minimization for Domain Generalization.

Ziyang Chen, Yiwen Ye, Feilong Tang, Yongsheng Pan, Yong Xia

CoRR, 2024

CoSAM: Self-Correcting SAM for Domain Generalization in 2D Medical Image Segmentation.

Yihang Fu, Ziyang Chen, Yiwen Ye, Xingliang Lei, Zhisong Wang, Yong Xia

CoRR, 2024

Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?

Pedro R. A. S. Bassi, Wenxuan Li, Yucheng Tang, Fabian Isensee, Zifu Wang, Jieneng Chen, Yu-Cheng Chou, Yannick Kirchhoff, Maximilian Rokuss, Ziyan Huang, Jin Ye, Junjun He, Tassilo Wald, Constantin Ulrich, Michael Baumgartner, Saikat Roy, Klaus H. Maier-Hein, Paul F. Jaeger, Yiwen Ye, Yutong Xie, Jianpeng Zhang, Ziyang Chen, Yong Xia, Zhaohu Xing, Lei Zhu, Yousef Sadegheih, Afshin Bozorgpour, Pratibha Kumari, Reza Azad, Dorit Merhof, Pengcheng Shi, Ting Ma, Yuxin Du, Fan Bai, Tiejun Huang, Bo Zhao, Haonan Wang, Xiaomeng Li, Hanxue Gu, Haoyu Dong, Jichen Yang, Maciej A. Mazurowski, Saumya Gupta, Linshan Wu, Jiaxin Zhuang, Hao Chen, Holger Roth, Daguang Xu, Matthew B. Blaschko, Sergio Decherchi, Andrea Cavalli, Alan L. Yuille, Zongwei Zhou

CoRR, 2024

Day-Night Adaptation: An Innovative Source-free Adaptation Framework for Medical Image Segmentation.

Ziyang Chen, Yiwen Ye, Yongsheng Pan, Yong Xia

CoRR, 2024

MedUniSeg: 2D and 3D Medical Image Segmentation via a Prompt-driven Universal Model.

Yiwen Ye, Ziyang Chen, Jianpeng Zhang, Yutong Xie, Yong Xia

CoRR, 2024

Pre-training Everywhere: Parameter-Efficient Fine-Tuning for Medical Image Analysis via Target Parameter Pre-training.

Xingliang Lei, Yiwen Ye, Ziyang Chen, Minglei Shu, Yong Xia

CoRR, 2024

From Few to More: Scribble-based Medical Image Segmentation via Masked Context Modeling and Continuous Pseudo Labels.

Zhisong Wang, Yiwen Ye, Ziyang Chen, Minglei Shu, Yong Xia

CoRR, 2024

Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?

Pedro R. A. S. Bassi, Wenxuan Li, Yucheng Tang, Fabian Isensee, Zifu Wang, Jieneng Chen, Yu-Cheng Chou, Yannick Kirchhoff, Maximilian Rokuss, Ziyan Huang, Jin Ye, Junjun He, Tassilo Wald, Constantin Ulrich, Michael Baumgartner, Saikat Roy, Klaus H. Maier-Hein, Paul F. Jaeger, Yiwen Ye, Yutong Xie, Jianpeng Zhang, Ziyang Chen, Yong Xia, Zhaohu Xing, Lei Zhu, Yousef Sadegheih, Afshin Bozorgpour, Pratibha Kumari, Reza Azad, Dorit Merhof, Pengcheng Shi, Ting Ma, Yuxin Du, Fan Bai, Tiejun Huang, Bo Zhao, Haonan Wang, Xiaomeng Li, Hanxue Gu, Haoyu Dong, Jichen Yang, Maciej A. Mazurowski, Saumya Gupta, Linshan Wu, Jia-Xin Zhuang, Hao Chen, Holger Roth, Daguang Xu, Matthew B. Blaschko, Sergio Decherchi, Andrea Cavalli, Alan L. Yuille, Zongwei Zhou

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

DyNo: Dynamic Normalization based Test-Time Adaptation for 2D Medical Image Segmentation.

Yihang Fu, Ziyang Chen, Yiwen Ye, Yong Xia

Proceedings of the Machine Learning in Medical Imaging - 15th International Workshop, 2024

Rethinking nnU-Net for Cross-Modality Unsupervised Domain Adaptation in Abdominal Organ Segmentation.

Ziyang Chen, Xiaoyu Bai, Zhisong Wang, Yiwen Ye, Yongsheng Pan, Yong Xia

Proceedings of the Fast, Low-Resource, Accurate Robust Organ and Pan-cancer Segmentation, 2024

Reframing Universal Lesion Segmentation as a Large-Organ Lesion Segmentation Task.

Xiaoyu Bai, Ziyang Chen, Shaoteng Zhang, Qin Liu, Xing Liu, Yong Xia

Proceedings of the Fast, Low-Resource, Accurate Robust Organ and Pan-cancer Segmentation, 2024

Continual Self-Supervised Learning: Towards Universal Multi-Modal Medical Data Representation Learning.

Yiwen Ye, Yutong Xie, Jianpeng Zhang, Ziyang Chen, Qi Wu, Yong Xia

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image Segmentation.

Ziyang Chen, Yongsheng Pan, Yiwen Ye, Mengkang Lu, Yong Xia

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Reconstruction-Driven Dynamic Refinement Based Unsupervised Domain Adaptation for Joint Optic Disc and Cup Segmentation.

Ziyang Chen, Yongsheng Pan, Yong Xia

IEEE J. Biomed. Health Informatics, July, 2023

UniSeg: A Prompt-Driven Universal Segmentation Model as Well as A Strong Representation Learner.

Yiwen Ye, Yutong Xie, Jianpeng Zhang, Ziyang Chen, Yong Xia

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

Treasure in Distribution: A Domain Randomization Based Multi-source Domain Generalization for 2D Medical Image Segmentation.

Ziyang Chen, Yongsheng Pan, Yiwen Ye, Hengfei Cui, Yong Xia

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

2022

DeSD: Self-Supervised Learning with Deep Self-Distillation for 3D Medical Image Segmentation.

Yiwen Ye, Jianpeng Zhang, Ziyang Chen, Yong Xia

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

Encoding Deep Residual Features into Fisher Vector for Skin Lesion Classification.

Hangyu Hu, Ziyang Chen, Yong Xia

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

CDLRS: Collaborative Deep Learning Model with Joint Regression and Segmentation for Automatic Fovea Localization.

Ziyang Chen, Yongsheng Pan, Yong Xia

Proceedings of the Ophthalmic Medical Image Analysis - 8th International Workshop, 2021