Ziyang Chen - RankMe

36 papers A* 5Journal 22Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	From Few to More: Scribble-Based Medical Image Segmentation via Masked Context Modeling and Continuous Pseudo Labels. IEEE J. Biomed. Health Informatics Zhisong Wang, Yiwen Ye, Ziyang Chen, Minglei Shu, Yanning Zhang, Yong Xia
2025	J	`jnl`	CADS: A Self-Supervised Learner via Cross-Modal Alignment and Deep Self-Distillation for CT Volume Segmentation. IEEE Trans. Medical Imaging Yiwen Ye, Jianpeng Zhang, Ziyang Chen, Yong Xia
2025	—	`conf`	Enjoying Information Dividend: Gaze Track-Based Medical Weakly Supervised Segmentation. MICCAI (10) Zhisong Wang, Yiwen Ye, Ziyang Chen, Yong Xia
2025	J	`jnl`	Enjoying Information Dividend: Gaze Track-based Medical Weakly Supervised Segmentation. CoRR Zhisong Wang, Yiwen Ye, Ziyang Chen, Yong Xia
2025	A*	`conf`	Gradient Alignment Improves Test-Time Adaptation for Medical Image Segmentation. AAAI Ziyang Chen, Yiwen Ye, Yongsheng Pan, Yong Xia
2025	J	`jnl`	MedSeqFT: Sequential Fine-tuning Foundation Models for 3D Medical Image Segmentation. CoRR Yiwen Ye, Yicheng Wu, Xiangde Luo, He Zhang, Ziyang Chen, Ting Dang, Yanning Zhang, Yong Xia
2025	A*	`conf`	Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding. CVPR 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
2025	J	`jnl`	SegRap2023: A benchmark of organs-at-risk and gross tumor volume Segmentation for Radiotherapy Planning of Nasopharyngeal Carcinoma. Medical Image Anal. 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
2025	J	`jnl`	Unified Start, Personalized End: Progressive Pruning for Efficient 3D Medical Image Segmentation. CoRR Linhao Li, Yiwen Ye, Ziyang Chen, Yong Xia
2024	J	`jnl`	CoSAM: Self-Correcting SAM for Domain Generalization in 2D Medical Image Segmentation. CoRR Yihang Fu, Ziyang Chen, Yiwen Ye, Xingliang Lei, Zhisong Wang, Yong Xia
2024	A*	`conf`	Continual Self-Supervised Learning: Towards Universal Multi-Modal Medical Data Representation Learning. CVPR Yiwen Ye, Yutong Xie, Jianpeng Zhang, Ziyang Chen, Qi Wu, Yong Xia
2024	J	`jnl`	Day-Night Adaptation: An Innovative Source-free Adaptation Framework for Medical Image Segmentation. CoRR Ziyang Chen, Yiwen Ye, Yongsheng Pan, Yong Xia
2024	—	`conf`	DyNo: Dynamic Normalization based Test-Time Adaptation for 2D Medical Image Segmentation. MLMI@MICCAI (1) Yihang Fu, Ziyang Chen, Yiwen Ye, Yong Xia
2024	A*	`conf`	Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image Segmentation. CVPR Ziyang Chen, Yongsheng Pan, Yiwen Ye, Mengkang Lu, Yong Xia
2024	J	`jnl`	From Few to More: Scribble-based Medical Image Segmentation via Masked Context Modeling and Continuous Pseudo Labels. CoRR Zhisong Wang, Yiwen Ye, Ziyang Chen, Minglei Shu, Yong Xia
2024	J	`jnl`	Gradient Alignment Improves Test-Time Adaptation for Medical Image Segmentation. CoRR Ziyang Chen, Yiwen Ye, Yongsheng Pan, Yong Xia
2024	J	`jnl`	MedUniSeg: 2D and 3D Medical Image Segmentation via a Prompt-driven Universal Model. CoRR Yiwen Ye, Ziyang Chen, Jianpeng Zhang, Yutong Xie, Yong Xia
2024	J	`jnl`	Meta Curvature-Aware Minimization for Domain Generalization. CoRR Ziyang Chen, Yiwen Ye, Feilong Tang, Yongsheng Pan, Yong Xia
2024	J	`jnl`	Pre-training Everywhere: Parameter-Efficient Fine-Tuning for Medical Image Analysis via Target Parameter Pre-training. CoRR Xingliang Lei, Yiwen Ye, Ziyang Chen, Minglei Shu, Yong Xia
2024	—	`conf`	Reframing Universal Lesion Segmentation as a Large-Organ Lesion Segmentation Task. FLARE@MICCAI Xiaoyu Bai, Ziyang Chen, Shaoteng Zhang, Qin Liu, Xing Liu, Yong Xia
2024	—	`conf`	Rethinking nnU-Net for Cross-Modality Unsupervised Domain Adaptation in Abdominal Organ Segmentation. FLARE@MICCAI Ziyang Chen, Xiaoyu Bai, Zhisong Wang, Yiwen Ye, Yongsheng Pan, Yong Xia
2024	A*	`conf`	Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation? NeurIPS 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
2024	J	`jnl`	Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation? CoRR 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
2024	J	`jnl`	TriLA: Triple-Level Alignment Based Unsupervised Domain Adaptation for Joint Segmentation of Optic Disc and Optic Cup. IEEE J. Biomed. Health Informatics Ziyang Chen, Yongsheng Pan, Yiwen Ye, Zhiyong Wang, Yong Xia
2023	J	`jnl`	Continual Self-supervised Learning: Towards Universal Multi-modal Medical Data Representation Learning. CoRR Yiwen Ye, Yutong Xie, Jianpeng Zhang, Ziyang Chen, Qi Wu, Yong Xia
2023	J	`jnl`	Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image Segmentation. CoRR Ziyang Chen, Yiwen Ye, Mengkang Lu, Yongsheng Pan, Yong Xia
2023	J	`jnl`	Reconstruction-Driven Dynamic Refinement Based Unsupervised Domain Adaptation for Joint Optic Disc and Cup Segmentation. IEEE J. Biomed. Health Informatics Ziyang Chen, Yongsheng Pan, Yong Xia
2023	J	`jnl`	Reconstruction-driven Dynamic Refinement based Unsupervised Domain Adaptation for Joint Optic Disc and Cup Segmentation. CoRR Ziyang Chen, Yongsheng Pan, Yong Xia
2023	J	`jnl`	SegRap2023: A Benchmark of Organs-at-Risk and Gross Tumor Volume Segmentation for Radiotherapy Planning of Nasopharyngeal Carcinoma. CoRR 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
2023	—	`conf`	Treasure in Distribution: A Domain Randomization Based Multi-source Domain Generalization for 2D Medical Image Segmentation. MICCAI (4) Ziyang Chen, Yongsheng Pan, Yiwen Ye, Hengfei Cui, Yong Xia
2023	J	`jnl`	Treasure in Distribution: A Domain Randomization based Multi-Source Domain Generalization for 2D Medical Image Segmentation. CoRR Ziyang Chen, Yongsheng Pan, Yiwen Ye, Hengfei Cui, Yong Xia
2023	—	`conf`	UniSeg: A Prompt-Driven Universal Segmentation Model as Well as A Strong Representation Learner. MICCAI (3) Yiwen Ye, Yutong Xie, Jianpeng Zhang, Ziyang Chen, Yong Xia
2023	J	`jnl`	UniSeg: A Prompt-driven Universal Segmentation Model as well as A Strong Representation Learner. CoRR Yiwen Ye, Yutong Xie, Jianpeng Zhang, Ziyang Chen, Yong Xia
2022	—	`conf`	DeSD: Self-Supervised Learning with Deep Self-Distillation for 3D Medical Image Segmentation. MICCAI (4) Yiwen Ye, Jianpeng Zhang, Ziyang Chen, Yong Xia
2022	—	`conf`	Encoding Deep Residual Features into Fisher Vector for Skin Lesion Classification. EMBC Hangyu Hu, Ziyang Chen, Yong Xia
2021	—	`conf`	CDLRS: Collaborative Deep Learning Model with Joint Regression and Segmentation for Automatic Fovea Localization. OMIA@MICCAI Ziyang Chen, Yongsheng Pan, Yong Xia