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Yixuan Yuan

44 papers at tracked venues · 19 at CORE A* · active 2024–2025

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Venues

MICCAI ×19ICCV ×5NeurIPS ×4ECCV ×3AAAI ×2ACL ×2ACM MM ×2CVPR ×2ICLR ×2ICRA ×2IROS ×1

Frequent coauthors

Chenxin Li
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Xinyu Liu
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Wuyang Li
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Yifan Liu
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Shengyuan Liu
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Hengyu Liu
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Yuzhi Huang
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Wenting Chen
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Weihao Yu
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Wenxuan Wang
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Yifan Lu
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Zhiqin Yang
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Papers

  1. $\mathbf{X}{\mathbf{2}}$-Gaussian: 4D Radiative Gaussian Splatting for Continuous-Time Tomographic Reconstruction
    ICCV 2025 ·
    Weihao Yu
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  2. A Survey of LLM-based Agents in Medicine: How far are we from Baymax?
    ACL 2025 ·
    Wenxuan Wang
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  3. DeMo: Deep Motion Field Consensus with Learnable Kernels for Two-view Correspondence Learning
    AAAI 2025 ·
    Yifan Lu
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  4. EndoBench: A Comprehensive Evaluation of Multi-Modal Large Language Models for Endoscopy Analysis
    NeurIPS 2025 ·
    Shengyuan Liu
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  5. EndoGen: Conditional Autoregressive Endoscopic Video Generation
    MICCAI 2025 ·
    Xinyu Liu
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  6. FedGPS: Statistical Rectification Against Data Heterogeneity in Federated Learning
    NeurIPS 2025 ·
    Zhiqin Yang
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  7. GaussianReg: Rapid 2D/3D Registration for Emergency Surgery Via Explicit 3D Modeling with Gaussian Primitives
    ICCV 2025 ·
    Weihao Yu
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  8. Hide-in-Motion: Embedding Steganographic Copyright Information into 4D Gaussian Splatting Assets
    ICRA 2025 ·
    Hengyu Liu
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  9. HumanCrafter: Synergizing Generalizable Human Reconstruction and Semantic 3D Segmentation
    NeurIPS 2025 ·
    Panwang Pan
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  10. InfoBridge: Balanced Multimodal Integration through Conditional Dependency Modeling
    ICCV 2025 ·
    Chenxin Li
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  11. InstantSplamp: Fast and Generalizable Stenography Framework for Generative Gaussian Splatting
    ICLR 2025 ·
    Chenxin Li
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  12. Masked Contrastive Language-Image Modeling For Brain Segmentation
    MICCAI 2025 ·
    Jianwen Liang
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  13. MedVSR: Medical Video Super-Resolution with Cross State-Space Propagation
    ICCV 2025 ·
    Xinyu Liu
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  14. Metascope: Optics-Driven Neural Network for Ultra-Micro Metalens Endoscopy
    ICCV 2025 ·
    Wuyang Li
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  15. MonoSplat: Generalizable 3D Gaussian Splatting from Monocular Depth Foundation Models
    CVPR 2025 ·
    Yifan Liu
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  16. Polyp-Gen: Realistic and Diverse Polyp Image Generation for Endoscopic Dataset Expansion
    ICRA 2025 ·
    Shengyuan Liu
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  17. Probabilistic Prior-Guided Anatomical Alignment for MRI Super-Resolution
    MICCAI 2025 ·
    Yiwen Luo
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  18. Real-Time 3D Guidewire Reconstruction from Intraoperative DSA Images for Robot-Assisted Endovascular Interventions
    IROS 2025 ·
    Tianliang Yao
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  19. Robust and Lightweight Low-to-High Field MRI Synthesis Guided by Semantic Prior
    MICCAI 2025 ·
    Yiyang Lin
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  20. STEAM: Self-supervised TEeth Analysis and Modeling for Point Cloud Segmentation
    MICCAI 2025 ·
    Yifan Liu
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  21. Synthesizing Realistic fMRI: A Physiological Dynamics-Driven Hierarchical Diffusion Model for Efficient fMRI Acquisition
    ICLR 2025 ·
    Yufan Hu
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  22. Track Any Anomalous Object: A Granular Video Anomaly Detection Pipeline
    CVPR 2025 ·
    Yuzhi Huang
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  23. U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation
    AAAI 2025 ·
    Chenxin Li
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  24. Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation
    ECCV 2024 ·
    Zhen Zhao
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  25. CLIFF: Continual Latent Diffusion for Open-Vocabulary Object Detection
    ECCV 2024 ·
    Wuyang Li
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  26. DRMF: Degradation-Robust Multi-Modal Image Fusion via Composable Diffusion Prior
    ACM MM 2024 ·
    Linfeng Tang
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  27. DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image Segmentation
    MICCAI 2024 ·
    Xinyu Liu
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  28. EndoSparse: Real-Time Sparse View Synthesis of Endoscopic Scenes using Gaussian Splatting
    MICCAI 2024 ·
    Chenxin Li
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  29. F2TNet: FMRI to T1w MRI Knowledge Transfer Network for Brain Multi-phenotype Prediction
    MICCAI 2024 ·
    Zhibin He
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  30. Fine-Grained Image-Text Alignment in Medical Imaging Enables Explainable Cyclic Image-Report Generation
    ACL 2024 ·
    Wenting Chen
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  31. Flaws can be Applause: Unleashing Potential of Segmenting Ambiguous Objects in SAM
    NeurIPS 2024 ·
    Chenxin Li
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  32. From Static to Dynamic Diagnostics: Boosting Medical Image Analysis via Motion-Informed Generative Videos
    MICCAI 2024 ·
    Wuyang Li
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  33. GBT: Geometric-Oriented Brain Transformer for Autism Diagnosis
    MICCAI 2024 ·
    Zhihao Peng
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  34. GTP-4o: Modality-Prompted Heterogeneous Graph Learning for Omni-Modal Biomedical Representation
    ECCV 2024 ·
    Chenxin Li
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  35. Hierarchical Graph Learning with Small-World Brain Connectomes for Cognitive Prediction
    MICCAI 2024 ·
    Yu Jiang
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  36. LGS: A Light-Weight 4D Gaussian Splatting for Efficient Surgical Scene Reconstruction
    MICCAI 2024 ·
    Hengyu Liu
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  37. MOST: Multi-formation Soft Masking for Semi-supervised Medical Image Segmentation
    MICCAI 2024 ·
    Xinyu Liu
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  38. Medical Image Synthesis via Fine-Grained Image-Text Alignment and Anatomy-Pathology Prompting
    MICCAI 2024 ·
    Wenting Chen
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  39. P2SAM: Probabilistically Prompted SAMs Are Efficient Segmentator for Ambiguous Medical Images
    ACM MM 2024 ·
    Yuzhi Huang
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  40. Stealing Knowledge from Pre-trained Language Models for Federated Classifier Debiasing
    MICCAI 2024 ·
    Meilu Zhu
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  41. Variational Field Constraint Learning for Degree of Coronary Artery Ischemia Assessment
    MICCAI 2024 ·
    Qi Zhang
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  42. When 3D Partial Points Meets SAM: Tooth Point Cloud Segmentation with Sparse Labels
    MICCAI 2024 ·
    Yifan Liu
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  43. fTSPL: Enhancing Brain Analysis with FMRI-Text Synergistic Prompt Learning
    MICCAI 2024 ·
    Pengyu Wang
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  44. 👦 Endora: Video Generation Models as Endoscopy Simulators
    MICCAI 2024 ·
    Chenxin Li
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