PPaperPicks

Yong Xia

Northwestern Polytechnical University, Shaanxi Key Lab of Speech and Image Information Processing, Centre for Multidisciplinary Convergence Computing, Xi'an, China

24 papers at tracked venues · 7 at CORE A* · active 2024–2025

DBLP profile ↗ORCID 0000-0001-9273-2847 ↗Homepage ↗

Venues

MICCAI ×17CVPR ×4AAAI ×2NeurIPS ×1

Frequent coauthors

Ziyang Chen
×8
Yiwen Ye
×6
Hengfei Cui
×5
Yongsheng Pan
×5
Yutong Xie
×5
Benteng Ma
×4
Zehui Liao
×3
Qingjie Zeng
×3
Zilin Lu
×3
Jiayi Chen
×3
Xiaoyu Bai
×3
Qi Wu
×3

Papers

  1. CAUDA-MI: Cross Attention-Guided Unsupervised Domain Adaptation with Mutual Information for Cardiac MRI Segmentation
    MICCAI 2025 ·
    Dianrong Du
    ,
    Hengfei Cui
    ,
    Jiatong Li
    ,
    Fan Zheng
    , Yong Xia
  2. Cycle Context Verification for In-Context Medical Image Segmentation
    MICCAI 2025 ·
    Shishuai Hu
    ,
    Zehui Liao
    ,
    Liangli Zhen
    ,
    Huazhu Fu
    , Yong Xia
  3. Enjoying Information Dividend: Gaze Track-Based Medical Weakly Supervised Segmentation
    MICCAI 2025 ·
    Zhisong Wang
    ,
    Yiwen Ye
    ,
    Ziyang Chen
    , Yong Xia
  4. Exploring Text-Enhanced Mixture-of-Experts for Semi-supervised Medical Image Segmentation with Composite Data
    MICCAI 2025 ·
    Qingjie Zeng
    ,
    Huan Luo
    ,
    Xinke Ma
    ,
    Zilin Lu
    ,
    Yang Hu
    , Yong Xia
  5. Gradient Alignment Improves Test-Time Adaptation for Medical Image Segmentation
    AAAI 2025 ·
    Ziyang Chen
    ,
    Yiwen Ye
    ,
    Yongsheng Pan
    , Yong Xia
  6. Hybrid Graph Mamba: Unlocking Non-Euclidean Potential for Accurate Polyp Segmentation
    MICCAI 2025 ·
    Yueyue Zhu
    ,
    Haolin Lv
    ,
    Geng Chen
    ,
    Zhonghao Zhang
    ,
    Haotian Jiang
    , Yong Xia
  7. NAF-GAN: Anatomically Constrained GAN for Ultra-Low-Field MRI Enhancement
    MICCAI 2025 ·
    Zhenyu Xiang
    ,
    Yicheng Wu
    ,
    Ziyang Chen
    ,
    Zaiyuan Liu
    ,
    Yongsheng Pan
    , Yong Xia
  8. Personalized Federated Side-Tuning for Medical Image Classification
    MICCAI 2025 ·
    Jiayi Chen
    ,
    Benteng Ma
    ,
    Yongsheng Pan
    ,
    Bin Pu
    ,
    Hengfei Cui
    , Yong Xia
  9. RadioFormer: Integrating Radiologist Inductive Bias for Tumor Classification on Multi-Sequence MR Images
    MICCAI 2025 ·
    Xiaoyu Bai
    , Yong Xia
  10. SMF-Net: Unlocking Multimodal Insights for Enhanced Stroke Lesion Segmentation
    MICCAI 2025 ·
    Meklit Mesfin Atlaw
    ,
    Geng Chen
    ,
    Haotian Jiang
    ,
    Xuyun Wen
    ,
    Hengfei Cui
    , Yong Xia
  11. Vision-Amplified Semantic Entropy for Hallucination Detection in Medical Visual Question Answering
    MICCAI 2025 ·
    Zehui Liao
    ,
    Shishuai Hu
    ,
    Ke Zou
    ,
    Huazhu Fu
    ,
    Liangli Zhen
    , Yong Xia
  12. Continual Self-Supervised Learning: Towards Universal Multi-Modal Medical Data Representation Learning
    CVPR 2024 ·
    Yiwen Ye
    ,
    Yutong Xie
    ,
    Jianpeng Zhang
    ,
    Ziyang Chen
    ,
    Qi Wu
    , Yong Xia
  13. Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image Segmentation
    CVPR 2024 ·
    Ziyang Chen
    ,
    Yongsheng Pan
    ,
    Yiwen Ye
    ,
    Mengkang Lu
    , Yong Xia
  14. Enhancing Federated Learning Performance Fairness via Collaboration Graph-Based Reinforcement Learning
    MICCAI 2024 ·
    Yuexuan Xia
    ,
    Benteng Ma
    ,
    Qi Dou
    , Yong Xia
  15. FedEvi: Improving Federated Medical Image Segmentation via Evidential Weight Aggregation
    MICCAI 2024 ·
    Jiayi Chen
    ,
    Benteng Ma
    ,
    Hengfei Cui
    , Yong Xia
  16. GLANCE: Combating Label Noise Using Global and Local Noise Correction for Multi-label Chest X-Ray Classification
    MICCAI 2024 ·
    Xianze Ai
    ,
    Zehui Liao
    , Yong Xia
  17. PairAug: What Can Augmented Image-Text Pairs Do for Radiology?
    CVPR 2024 ·
    Yutong Xie
    ,
    Qi Chen
    ,
    Sinuo Wang
    ,
    Minh-Son To
    ,
    Iris Lee
    ,
    Ee Win Khoo
    ,
    Kerolos Hendy
    ,
    Daniel Koh
    , Yong Xia,
    Qi Wu
  18. Reciprocal Collaboration for Semi-supervised Medical Image Classification
    MICCAI 2024 ·
    Qingjie Zeng
    ,
    Zilin Lu
    ,
    Yutong Xie
    ,
    Mengkang Lu
    ,
    Xinke Ma
    , Yong Xia
  19. Reframing Universal Lesion Segmentation as a Large-Organ Lesion Segmentation Task
    MICCAI 2024 ·
    Xiaoyu Bai
    ,
    Ziyang Chen
    ,
    Shaoteng Zhang
    ,
    Qin Liu
    ,
    Xing Liu
    , Yong Xia
  20. Rethinking nnU-Net for Cross-Modality Unsupervised Domain Adaptation in Abdominal Organ Segmentation
    MICCAI 2024 ·
    Ziyang Chen
    ,
    Xiaoyu Bai
    ,
    Zhisong Wang
    ,
    Yiwen Ye
    ,
    Yongsheng Pan
    , Yong Xia
  21. Spot the Difference: Difference Visual Question Answering with Residual Alignment
    MICCAI 2024 ·
    Zilin Lu
    ,
    Yutong Xie
    ,
    Qingjie Zeng
    ,
    Mengkang Lu
    ,
    Qi Wu
    , Yong Xia
  22. SurgicalSAM: Efficient Class Promptable Surgical Instrument Segmentation
    AAAI 2024 ·
    Wenxi Yue
    ,
    Jing Zhang
    ,
    Kun Hu
    , Yong Xia,
    Jiebo Luo
    ,
    Zhiyong Wang
  23. Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts
    CVPR 2024 ·
    Jiayi Chen
    ,
    Benteng Ma
    ,
    Hengfei Cui
    , Yong Xia
  24. Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
    NeurIPS 2024 ·
    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