Linshan Wu

25 papers A* 3Journal 21Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Free Lunch in Medical Image Foundation Model Pre-training via Randomized Synthesis and Disentanglement.
CoRR
Yuhan Wei, Yuting He, Linshan Wu, Fuxiang Huang, Junlin Hou, Hao Chen
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
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
Exploring Spatio-Temporal Carbon Emission Across Passenger Car Trajectory Data.
IEEE Trans. Intell. Transp. Syst.
Zhu Xiao, Bo Liu, Linshan Wu, Hongbo Jiang, Beihao Xia, Tao Li, Cassandra C. Wang
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
Generative AI for Misalignment-Resistant Virtual Staining to Accelerate Histopathology Workflows.
CoRR
Jiabo Ma, Wenqiang Li, Jinbang Li, Ziyi Liu, Linshan Wu, Fengtao Zhou, Li Liang, Ronald Cheong Kin Chan, Terence Tsz Wai Wong, Hao Chen
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
Modeling the Label Distributions for Weakly-Supervised Semantic Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell.
Linshan Wu, Zhun Zhong, Jiayi Ma, Yunchao Wei, Hao Chen, Leyuan Fang, Shutao Li
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
Exploring Intercity Mobility in Urban Agglomeration: Evidence from Private Car Trajectory Data.
IEEE Trans. Comput. Soc. Syst.
Zhu Xiao, Linshan Wu, Hongbo Jiang, Zheng Qin, Chengxi Gao, You Li, Hongyang Chen, Jiangchuan Liu
2024 J jnl
FreeTumor: Advance Tumor Segmentation via Large-Scale Tumor Synthesis.
CoRR
Linshan Wu, Jiaxin Zhuang, Xuefeng Ni, Hao Chen
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 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 A* conf
VoCo: A Simple-Yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis.
CVPR
Linshan Wu, Jiaxin Zhuang, Hao Chen
2023 J jnl
A Multi-Level Label-Aware Semi-Supervised Framework for Remote Sensing Scene Classification.
IEEE Trans. Geosci. Remote. Sens.
Qiang Liu, Min He, Yang Kuang, Linshan Wu, Jun Yue, Leyuan Fang
2023 J jnl
Iterative Semi-Supervised Learning for Abdominal Organs and Tumor Segmentation.
CoRR
Jia-Xin Zhuang, Luyang Luo, Zhixuan Chen, Linshan Wu
2023 J jnl
Querying Labeled for Unlabeled: Cross-Image Semantic Consistency Guided Semi-Supervised Semantic Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell.
Linshan Wu, Leyuan Fang, Xingxin He, Min He, Jiayi Ma, Zhun Zhong
2023 A* conf
Sparsely Annotated Semantic Segmentation with Adaptive Gaussian Mixtures.
CVPR
Linshan Wu, Zhun Zhong, Leyuan Fang, Xingxin He, Qiang Liu, Jiayi Ma, Hao Chen
2022 J jnl
Deep Bilateral Filtering Network for Point-Supervised Semantic Segmentation in Remote Sensing Images.
IEEE Trans. Image Process.
Linshan Wu, Leyuan Fang, Jun Yue, Bob Zhang, Pedram Ghamisi, Min He
2022 J jnl
Deep Covariance Alignment for Domain Adaptive Remote Sensing Image Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Linshan Wu, Ming Lu, Leyuan Fang