Shujun Wang

1. Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation
   2019/07/16 by Lequan Yu, Shujun Wang, Yu, Lequan +7 · 47 citations
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Medical Image Segmentation Techniques
2. Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning
   2022/10/12 by Fuying Wang, Wang, Fuying, Yuyin Zhou +7 · 30 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Cancer-related molecular mechanisms research
3. Revitalizing Multivariate Time Series Forecasting: Learnable Decomposition with Inter-Series Dependencies and Intra-Series Variations Modeling
   2024/02/20 by Guoqi Yu, Jing Zou, Yu, Guoqi +9 · 13 citations
   Computer Science · Decision Sciences · #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
4. Learning from Extrinsic and Intrinsic Supervisions for Domain Generalization
   2020/07/18 by Shujun Wang, Wang, Shujun, Lequan Yu +7 · 7 citations
   Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
5. ConSlide: Asynchronous Hierarchical Interaction Transformer with Breakup-Reorganize Rehearsal for Continual Whole Slide Image Analysis
   2023/08/25 by Yanyan Huang, Weiqin Zhao, Huang, Yanyan +9 · 6 citations
   Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging
6. HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis
   2023/09/14 by Weiqin Zhao, Guo, Ziyu, Shujun Wang +4 · 5 citations
   Computer Science · Medicine · #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging #Medical Image Segmentation Techniques
7. MMR-Mamba: Multi-Modal MRI Reconstruction with Mamba and Spatial-Frequency Information Fusion
   2024/06/27 by Jing Zou, Lanqing Liu, Zou, Jing +10 · 6 citations
   Medicine · #Advanced MRI Techniques and Applications #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #electronic engineering #information engineering
8. Patch-Based Output Space Adversarial Learning for Joint Optic Disc and Cup Segmentation
   2019/11/01 by Shujun Wang, Lequan Yu, Xin Yang +2 · 2 citations
9. HCDG: A Hierarchical Consistency Framework for Domain Generalization on Medical Image Segmentation
   2021/09/13 by Yijun Yang, Shujun Wang, Yang, Yijun +5 · 2 citations
   Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Medical Image Segmentation Techniques #COVID-19 diagnosis using AI
10. A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers
    2025/08/28 by Mingjun Hu, Chenglong Ma, Hu, Ming +214 · 9 citations
    Computer Science · Materials Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Topic Modeling
11. TrafficCAM: A Versatile Dataset for Traffic Flow Segmentation
    2022/11/17 by Zhongying Deng, Deng, Zhongying, Yanqi Chen +11 · 1 citation
    Engineering · Computer Science · #Traffic Prediction and Management Techniques #Advanced Neural Network Applications #Infrastructure Maintenance and Monitoring
12. AOR: Anatomical Ontology-Guided Reasoning for Medical Large Multimodal Model in Chest X-Ray Interpretation
    2025/05/05 by Qingqiu Li, Li, Qingqiu, Zihang Cui +19 · 4 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
13. TrafficMOT: A Challenging Dataset for Multi-Object Tracking in Complex Traffic Scenarios
    2023/11/30 by Lihao Liu, Liu, Lihao, Yanqi Cheng +15 · 1 citation
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Traffic Prediction and Management Techniques #Traffic and Road Safety #Video Surveillance and Tracking Methods
14. ReFocus: Reinforcing Mid-Frequency and Key-Frequency Modeling for Multivariate Time Series Forecasting
    2025/02/24 by Guoqi Yu, Yu, Guoqi, Yaoming Li +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
15. HIBMatch: Hypergraph Information Bottleneck for Semi-supervised Alzheimer's Progression
    2023/03/18 by Shujun Wang, Deng, Zhongying, Wang, Shujun +6 · 1 citation
    Computer Science · Neuroscience · #Advanced Graph Neural Networks #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
16. MammoDG: Generalisable Deep Learning Advances Cross-Domain Multi-Center Breast Cancer Screening
    2026/07/29 by Yijun Yang, Shujun Wang, Lihao Liu +4