Jiaxin Zhuang

32 papers A* 2B 2C 1Journal 21Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Glance and Focus Reinforcement for Pan-cancer Screening.
CoRR
Linshan Wu, Jiaxin Zhuang, Hao Chen
2026 J jnl
Large-Scale 3D Medical Image Pre-Training With Geometric Context Priors.
IEEE Trans. Pattern Anal. Mach. Intell.
Linshan Wu, Jiaxin Zhuang, Hao Chen
2026 J jnl
MG-3D: Multi-grained knowledge-enhanced vision-language pre-training for 3D medical image analysis.
Medical Image Anal.
Xuefeng Ni, Linshan Wu, Jiaxin Zhuang, Qiong Wang, Mingxiang Wu, Varut Vardhanabhuti, Lihai Zhang, Hanyu Gao, Hao Chen
2026 J jnl
Project Imaging-X: A Survey of 1000+ Open-Access Medical Imaging Datasets for Foundation Model Development.
CoRR
Zhongying Deng, Cheng Tang, Ziyan Huang, Jiashi Lin, Ying Chen, Junzhi Ning, Chenglong Ma, Jiyao Liu, Wei Li, Yinghao Zhu, Shujian Gao, Yanyan Huang, Sibo Ju, Yanzhou Su, Pengcheng Chen, Wenhao Tang, Tianbin Li, Haoyu Wang, Yuanfeng Ji, Hui Sun, Shaobo Min, Liang Peng, Feilong Tang, Haochen Xue, Rulin Zhou, Chaoyang Zhang, Wenjie Li, Shaohao Rui, Weijie Ma, Xingyue Zhao, Yibin Wang, Kun Yuan, Zhaohui Lu, Shujun Wang, Jinjie Wei, Lihao Liu, Dingkang Yang, Lin Wang, Yulong Li, Haolin Yang, Yiqing Shen, Lequan Yu, Xiaowei Hu, Yun Gu, Yicheng Wu, Benyou Wang, Minghui Zhang, Angelica I. Aviles-Rivero, Qi Gao, Hongming Shan, Xiaoyu Ren, Fang Yan, Hongyu Zhou, Haodong Duan, Maosong Cao, Shanshan Wang, Bin Fu, Xiaomeng Li, Zhi Hou, Chunfeng Song, Lei Bai, Yuan Cheng, Yuandong Pu, Xiang Li, Wenhai Wang, Hao Chen, Jiaxin Zhuang, Songyang Zhang, Huiguang He, Mengzhang Li, Bohan Zhuang, Zhian Bai, Rongshan Yu, Liansheng Wang, Yukun Zhou, Xiaosong Wang, Xin Guo, Guanbin Li, Xiangru Lin, Dakai Jin, Mianxin Liu, Wenlong Zhang, Qi Qin, Conghui He, Yuqiang Li, Ye Luo, Nanqing Dong, Jie Xu, Wenqi Shao, Bo Zhang, Qiujuan Yan, Yihao Liu, Jun Ma, Zhi Lu, Yuewen Cao, Zongwei Zhou, Jianming Liang, Shixiang Tang, Qi Duan, et al.
2025 J jnl
Advancing Volumetric Medical Image Segmentation via Global-Local Masked Autoencoders.
IEEE Trans. Medical Imaging
Jiaxin Zhuang, Luyang Luo, Qiong Wang, Mingxiang Wu, Lin Luo, Hao Chen
2025 — conf
Beyond H&E: Unlocking Pathological Insights with Polarization Imaging.
BIBM
Yao Du, Jiaxin Zhuang, Xiaoyu Zheng, Jing Cong, Limei Guo, Chao He, Lin Luo, Xiaomeng Li
2025 J jnl
Beyond H&E: Unlocking Pathological Insights with Polarization via Self-supervised Learning.
CoRR
Yao Du, Jiaxin Zhuang, Xiaoyu Zheng, Jing Cong, Limei Guo, Chao He, Lin Luo, Xiaomeng Li
2025 — conf
Bio2Vol: Adapting 2D Biomedical Foundation Models for Volumetric Medical Image Segmentation.
MICCAI (6)
Jiaxin Zhuang, Linshan Wu, Xuefeng Ni, Xi Wang, Liansheng Wang, Hao Chen
2025 J jnl
Boundary-Guided Contrastive Learning for Semi-Supervised Medical Image Segmentation.
IEEE Trans. Medical Imaging
Yang Yang, Jiaxin Zhuang, Guoying Sun, Ruixuan Wang, Jingyong Su
2025 — conf
Diffusion-Based Virtual Staining from Polarimetric Mueller Matrix Imaging.
MICCAI (1)
Xiaoyu Zheng, Jing Wen, Jiaxin Zhuang, Yao Du, Jing Cong, Limei Guo, Lin Luo, Chao He, Hao Chen
2025 J jnl
Diffusion-based Virtual Staining from Polarimetric Mueller Matrix Imaging.
CoRR
Xiaoyu Zheng, Jing Wen, Jiaxin Zhuang, Yao Du, Jing Cong, Limei Guo, Chao He, Lin Luo, Hao Chen
2025 J jnl
FreeTumor: Large-Scale Generative Tumor Synthesis in Computed Tomography Images for Improving Tumor Recognition.
CoRR
Linshan Wu, Jiaxin Zhuang, Yanning Zhou, Sunan He, Jiabo Ma, Luyang Luo, Xi Wang, Xuefeng Ni, Xiaoling Zhong, Mingxiang Wu, Yinghua Zhao, Xiaohui Duan, Varut Vardhanabhuti, Pranav Rajpurkar, Hao Chen
2025 J jnl
Higher-order link prediction via light hypergraph neural network and hybrid aggregator.
Int. J. Mach. Learn. Cybern.
Xiaobin Rui, Jiaxin Zhuang, Chengcheng Sun, Zhixiao Wang
2025 J jnl
MiM: Mask in Mask Self-Supervised Pre-Training for 3D Medical Image Analysis.
IEEE Trans. Medical Imaging
Jiaxin Zhuang, Linshan Wu, Qiong Wang, Peng Fei, Varut Vardhanabhuti, Lin Luo, Hao Chen
2025 J jnl
UniBiomed: A Universal Foundation Model for Grounded Biomedical Image Interpretation.
CoRR
Linshan Wu, Yuxiang Nie, Sunan He, Jiaxin Zhuang, Hao Chen
2024 J jnl
FreeTumor: Advance Tumor Segmentation via Large-Scale Tumor Synthesis.
CoRR
Linshan Wu, Jiaxin Zhuang, Xuefeng Ni, Hao Chen
2024 B conf
Graph Link Prediction via Decay Coefficient based Proportional Aggregation and Hybrid Concatenation.
IJCNN
Jiaxin Zhuang, Yahui Chai, Xiaobin Rui, Zhixiao Wang
2024 J jnl
Large-Scale 3D Medical Image Pre-training with Geometric Context Priors.
CoRR
Linshan Wu, Jiaxin Zhuang, Hao Chen
2024 J jnl
MG-3D: Multi-Grained Knowledge-Enhanced 3D Medical Vision-Language Pre-training.
CoRR
Xuefeng Ni, Linshan Wu, Jiaxin Zhuang, Qiong Wang, Mingxiang Wu, Varut Vardhanabhuti, Lihai Zhang, Hanyu Gao, Hao Chen
2024 J jnl
MiM: Mask in Mask Self-Supervised Pre-Training for 3D Medical Image Analysis.
CoRR
Jiaxin Zhuang, Linshan Wu, Qiong Wang, Varut Vardhanabhuti, Lin Luo, Hao Chen
2024 J jnl
See it, Think it, Sorted: Large Multimodal Models are Few-shot Time Series Anomaly Analyzers.
CoRR
Jiaxin Zhuang, Leon Yan, Zhenwei Zhang, Ruiqi Wang, Jiawei Zhang, Yuantao Gu
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 A* conf
Unleashing the Denoising Capability of Diffusion Prior for Solving Inverse Problems.
NeurIPS
Jiawei Zhang, Jiaxin Zhuang, Cheng Jin, Gen Li, Yuantao Gu
2024 J jnl
Unleashing the Denoising Capability of Diffusion Prior for Solving Inverse Problems.
CoRR
Jiawei Zhang, Jiaxin Zhuang, Cheng Jin, Gen Li, Yuantao Gu
2024 A* conf
VoCo: A Simple-Yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis.
CVPR
Linshan Wu, Jiaxin Zhuang, Hao Chen
2023 C conf
Adaptive Stanley Control Method Based on Dynamic Window Approach.
IECON
Jiaxin Zhuang, Guanrong Huang, Yi Zhong, Yizhen Wu, Qiang Hua, Bian Gong, Xiaolin Mou
2023 J jnl
Class attention to regions of lesion for imbalanced medical image recognition.
Neurocomputing
Jiaxin Zhuang, Jiabin Cai, Jianguo Zhang, Weishi Zheng, Ruixuan Wang
2022 B conf
View Dialogue in 2D: A Two-stream Model in Time-speaker Perspective for Dialogue Summarization and beyond.
COLING
Keli Xie, Dongchen He, Jiaxin Zhuang, Siyuan Lu, Zhongfeng Wang
2021 J jnl
RMNet: Equivalently Removing Residual Connection from Networks.
CoRR
Fanxu Meng, Hao Cheng, Jiaxin Zhuang, Ke Li, Xing Sun
2020 — conf
Deep kNN for Medical Image Classification.
MICCAI (1)
Jiaxin Zhuang, Jiabin Cai, Ruixuan Wang, Jianguo Zhang, Wei-Shi Zheng
2020 — conf
Fusing Metadata and Dermoscopy Images for Skin Disease Diagnosis.
ISBI
Weipeng Li, Jiaxin Zhuang, Ruixuan Wang, Jianguo Zhang, Wei-Shi Zheng
2019 — conf
CARE: Class Attention to Regions of Lesion for Classification on Imbalanced Data.
MIDL
Jiaxin Zhuang, Jiabin Cai, Ruixuan Wang, Jianguo Zhang, Weishi Zheng