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Yu, Lequan

  1. Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation
    2019/07/16 by Lequan Yu, Yu, Lequan, Shujun Wang +7 · 39 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. PU-Net: Point Cloud Upsampling Network
    2018/01/21 by Lequan Yu, Yu, Lequan, Xianzhi Li +7 · 21 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  3. nnFormer: Interleaved Transformer for Volumetric Segmentation
    2021/09/07 by Hong-Yu Zhou, Jiansen Guo, Zhou, Hong-Yu +9 · 25 citations
    Computer Science · Engineering · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging
  4. Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning
    2022/10/12 by Fuying Wang, Wang, Fuying, Yuyin Zhou +7 · 24 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Cancer-related molecular mechanisms research
  5. Swin-UMamba: Mamba-based UNet with ImageNet-based pretraining
    2024/02/05 by Liu, Jiarun, Yang, Hao, Zhou, Hong-Yu +8 · 28 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  6. Taming Diffusion Models for Audio-Driven Co-Speech Gesture Generation
    2023/03/16 by Zhu, Lingting, Liu, Xian, Liu, Xuanyu +3 · 18 citations
    #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  7. 3D Semi-Supervised Learning with Uncertainty-Aware Multi-View Co-Training
    2018/11/29 by Yingda Xia, Xia, Yingda, Fengze Liu +15 · 7 citations
    Computer Science · #AI in cancer detection #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
  8. Vivim: a Video Vision Mamba for Medical Video Segmentation
    2024/01/25 by Yijun Yang, Zhaohu Xing, Yang, Yijun +5 · 14 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
  9. Transformation Consistent Self-ensembling Model for Semi-supervised Medical Image Segmentation
    2019/02/28 by Li, Xiaomeng, Yu, Lequan, Chen, Hao +3 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  10. EC-Net: an Edge-aware Point set Consolidation Network
    2018/07/16 by Lequan Yu, Xianzhi Li, Yu, Lequan +7 · 5 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Numerical Analysis Techniques #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  11. CANet: Cross-disease Attention Network for Joint Diabetic Retinopathy and Diabetic Macular Edema Grading
    2019/11/04 by Xiaomeng Li, Li, Xiaomeng, Xiaowei Hu +8 · 5 citations
    Medicine · #Retinal Imaging and Analysis #Retinal Diseases and Treatments #Acute Ischemic Stroke Management
  12. DCAN: Deep Contour-Aware Networks for Accurate Gland Segmentation
    2016/04/10 by Chen, Hao, Qi, Xiaojuan, Yu, Lequan +1 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  13. Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning
    2023/07/09 by Chan, Tsai Hor, Cendra, Fernando Julio, Ma, Lan +2 · 8 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  14. NestedFormer: Nested Modality-Aware Transformer for Brain Tumor Segmentation
    2022/08/31 by Zhaohu Xing, Lequan Yu, Xing, Zhaohu +7 · 7 citations
    Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  15. Boundary and Entropy-driven Adversarial Learning for Fundus Image Segmentation
    2019/06/26 by Wang, Shujun, Yu, Lequan, Li, Kang +3 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  16. Learning from Extrinsic and Intrinsic Supervisions for Domain Generalization
    2020/07/18 by Shujun Wang, Lequan Yu, Wang, Shujun +7 · 4 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
  17. Deep Sinogram Completion with Image Prior for Metal Artifact Reduction in CT Images
    2020/09/16 by Lequan Yu, Yu, Lequan, Zhicheng Zhang +5 · 4 citations
    Engineering · Medicine · #Advanced X-ray and CT Imaging #Medical Imaging Techniques and Applications #Radiation Dose and Imaging
  18. Make-A-Volume: Leveraging Latent Diffusion Models for Cross-Modality 3D Brain MRI Synthesis
    2023/07/19 by Lingting Zhu, Zhu, Lingting, Zeyue Xue +11 · 6 citations
    Computer Science · Materials Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning in Materials Science #electronic engineering #information engineering
  19. HERGen: Elevating Radiology Report Generation with Longitudinal Data
    2024/07/21 by Fuying Wang, Wang, Fuying, S. X. Du +3 · 8 citations
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging #Topic Modeling
  20. EndoGS: Deformable Endoscopic Tissues Reconstruction with Gaussian Splatting
    2024/01/21 by Zhu, Lingting, Wang, Zhao, Cui, Jiahao +3 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
  21. Self-supervised Feature Learning via Exploiting Multi-modal Data for Retinal Disease Diagnosis
    2020/07/21 by Xiaomeng Li, Li, Xiaomeng, Mengyu Jia +7 · 3 citations
    Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Retinal Imaging and Analysis #Retinal and Optic Conditions
  22. Automatic 3D Cardiovascular MR Segmentation with Densely-Connected Volumetric ConvNets
    2017/08/02 by Lequan Yu, Yu, Lequan, Jie‐Zhi Cheng +11 · 4 citations
    Computer Science · Medicine · #Advanced MRI Techniques and Applications #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
  23. All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-supervised Medical Image Segmentation
    2021/09/28 by Zhe Xu, Xu, Zhe, Yixin Wang +15 · 3 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 #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Multimodal Machine Learning Applications #electronic engineering #information engineering
  24. Large Images are Gaussians: High-Quality Large Image Representation with Levels of 2D Gaussian Splatting
    2025/02/13 by Zhu, Lingting, Lin, Guying, Chen, Jinnan +4 · 8 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  25. L2B: Learning to Bootstrap Robust Models for Combating Label Noise
    2022/02/09 by Zhou, Yuyin, Li, Xianhang, Liu, Fengze +6 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  26. 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 · 4 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
  27. MagicNet: Semi-Supervised Multi-Organ Segmentation via Magic-Cube Partition and Recovery
    2022/12/29 by Chen, Duowen, Bai, Yunhao, Shen, Wei +3 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  28. TransCT: Dual-path Transformer for Low Dose Computed Tomography
    2021/02/28 by Zhicheng Zhang, Zhang, Zhicheng, Lequan Yu +7 · 2 citations
    Medicine · Engineering · #Medical Imaging Techniques and Applications #Advanced X-ray and CT Imaging #Radiation Dose and Imaging
  29. MedAgentBoard: Benchmarking Multi-Agent Collaboration with Conventional Methods for Diverse Medical Tasks
    2025/05/18 by Yinghao Zhu, Zhu, Yinghao, Zhichao He +15 · 9 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Multiagent Systems (cs.MA) #Topic Modeling
  30. HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis
    2023/09/14 by Weiqin Zhao, Guo, Ziyu, Shujun Wang +4 · 3 citations
    Computer Science · Medicine · #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging #Medical Image Segmentation Techniques
  31. Generative Enhancement for 3D Medical Images
    2024/03/19 by Lingting Zhu, Zhu, Lingting, Noel Codella +9 · 3 citations
    Computer Science · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  32. 3D Deeply Supervised Network for Automatic Liver Segmentation from CT Volumes
    2016/07/03 by Qi Dou, Dou, Qi, Hao Chen +9 · 2 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
  33. 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
  34. cDP-MIL: Robust Multiple Instance Learning via Cascaded Dirichlet Process
    2024/07/16 by Yihang Chen, Tsai Hor Chan, Chen, Yihang +7 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Text and Document Classification Technologies
  35. Semi-supervised Skin Lesion Segmentation via Transformation Consistent Self-ensembling Model
    2018/08/12 by Xiaomeng Li, Li, Xiaomeng, Lequan Yu +7 · 1 citation
    Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Cutaneous Melanoma Detection and Management #FOS: Computer and information sciences
  36. Relabeling Minimal Training Subset to Flip a Prediction
    2023/05/22 by Yang, Jinghan, Xu, Linjie, Yu, Lequan · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  37. Proxy-Tuning: Tailoring Multimodal Autoregressive Models for Subject-Driven Image Generation
    2025/03/13 by Wu, Yi, Qian, Shengju, Zhu, Lingting +5 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM)
  38. ClinicRealm: Re-evaluating Large Language Models with Conventional Machine Learning for Non-Generative Clinical Prediction Tasks
    2024/07/26 by Yinghao Zhu, Zhu, Yinghao, Junyi Gao +19 · 2 citations
    Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Topic Modeling #Machine Learning in Healthcare
  39. CD2-pFed: Cyclic Distillation-guided Channel Decoupling for Model Personalization in Federated Learning
    2022/04/08 by Shen, Yiqing, Zhou, Yuyin, Yu, Lequan · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  40. A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers
    2025/08/28 by Mingjun Hu, Hu, Ming, Chenglong Ma +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
  41. MCIBI++: Soft Mining Contextual Information Beyond Image for Semantic Segmentation
    2022/09/09 by Zhenchao Jin, Jin, Zhenchao, Dongdong Yu +5 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Visual Attention and Saliency Detection
  42. ToolBridge: An Open-Source Dataset to Equip LLMs with External Tool Capabilities
    2024/10/08 by Jin, Zhenchao, Liu, Mengchen, Chen, Dongdong +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  43. Free Lunch in Pathology Foundation Model: Task-specific Model Adaptation with Concept-Guided Feature Enhancement
    2024/11/15 by Yanyan Huang, Huang, Yanyan, Weiqin Zhao +7 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
  44. Aligning Knowledge Concepts to Whole Slide Images for Precise Histopathology Image Analysis
    2024/11/27 by Zhao, Weiqin, Guo, Ziyu, Fan, Yinshuang +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  45. CTPD: Cross-Modal Temporal Pattern Discovery for Enhanced Multimodal Electronic Health Records Analysis
    2024/11/01 by Fuying Wang, Feng Chung Wu, Wang, Fuying +4 · 2 citations
    Computer Science · #Machine Learning in Healthcare #Time Series Analysis and Forecasting #Topic Modeling
  46. MulGT: Multi-task Graph-Transformer with Task-aware Knowledge Injection and Domain Knowledge-driven Pooling for Whole Slide Image Analysis
    2023/02/21 by Zhao, Weiqin, Wang, Shujun, Yeung, Maximus +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  47. MuMA: 3D PBR Texturing via Multi-Channel Multi-View Generation and Agentic Post-Processing
    2025/03/24 by Zhu, Lingting, Ye, Jingrui, Zhang, Runze +8 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  48. Multi-task Heterogeneous Graph Learning on Electronic Health Records
    2024/08/14 by Tsai Hor Chan, Guosheng Yin, Chan, Tsai Hor +5 · 1 citation
    Computer Science · Health Professions · #Machine Learning in Healthcare #Artificial Intelligence in Healthcare #Text and Document Classification Technologies
  49. Completed Feature Disentanglement Learning for Multimodal MRIs Analysis
    2024/07/06 by Tianling Liu, Liu, Tianling, Hongying Liu +9 · 1 citation
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Image Processing and 3D Reconstruction #Traditional Chinese Medicine Studies
  50. From Token to Rhythm: A Multi-Scale Approach for ECG-Language Pretraining
    2025/06/11 by Jiacheng Xu, Wang, Fuying, Xu, Jiacheng +2 · 1 citation
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Atrial Fibrillation Management and Outcomes #ECG Monitoring and Analysis #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning in Healthcare #Signal Processing (eess.SP) #electronic engineering #information engineering
  51. HealthFlow: A Self-Evolving AI Agent with Meta Planning for Autonomous Healthcare Research
    2025/08/04 by Yinghao Zhu, Yue Qi, Zhu, Yinghao +18 · 4 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
  52. StyleAR: Customizing Multimodal Autoregressive Model for Style-Aligned Text-to-Image Generation
    2025/05/26 by Yi Shuan Shirley Wu, Wu, Yi, Lingting Zhu +10 · 2 citations
    Engineering · #Human Motion and Animation