Publications

First-author Publications

• -- ,
  Wenxue Li, Jingjing Ren, Peng Zhang, Tian Ye, Daiguo Zhou, Jian Luan, Lei Zhu,
  Arxiv.


• GlassWizard: Harvesting Diffusion Priors for Glass Surface Detection,
  Wenxue Li*, Tian Ye*, Xinyu Xiong, Jinbin Bai, Feilong Tang, Guanbin Li, Lei Zhu,
  ICCV 2025.


• Towards Realistic Semi-supervised Medical Image Classification,
  Wenxue Li*, Lie Ju*, Feilong Tang*, Peng Xia, Ming Hu, Lei Zhu, Zongyuan Ge,
  AAAI 2025.


• TP-DRSeg: Improving Diabetic Retinopathy Lesion Segmentation with Explicit Text-Prompts,
  Wenxue Li, Xinyu Xiong, Lie Ju, Peng Xia, Zongyuan Ge,
  MICCAI 2024.


• LACINet: A Lesion-Aware Contextual Interaction Network for Polyp Segmentation,
  Wenxue Li, Wei Lu, Jinghui Chu, Fugui Fan,
  IEEE Transactions on Instrumentation and Measurement, 2023.


• HybridVPS: Hybrid-supervised Video Polyp Segmentation Under Low-Cost Labels,
  Wenxue Li, Xinyu Xiong, Siying Li, Fugui Fan,
  IEEE Signal Processing Letters, 2023.


• Confidence-Guided Mask Learning for Semi-supervised Medical Image Segmentation,
  Wenxue Li, Wei Lu, Jinghui Chu, Qi Tian, Fugui Fan,
  Computers in Biology and Medicine, 2023.

Co-author Publications

• Sam2-unet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation,
  Xinyu Xiong, Zihang Wu, Shuangyi Tan, Wenxue Li, Feilong Tang, Ying Chen, Siying Li, Jie Ma, Guanbin Li,
  ICCVW 2025.


• Detect Any Mirrors: Boosting Learning Reliability on Large-Scale Unlabeled Data with an Iterative Data Engine,
  Haohu Xing, Lihao Liu, Yijun Yang, Hongqiu Wang, Tian Ye, Sixiang Chen, Wenxue Li, Guang Liu, Lei Zhu,
  CVPR 2025.


• Neighbor Does Matter: Density-Aware Contrastive Learning for Medical Semi-supervised Segmentation,
  Feilong Tang, Zhiyuan Xu, Wenxue Li, Peng Xia, Yuliang Zhong, Jingyang Su, Zongyuan Ge,
  AAAI 2025.


• Generalizing to Unseen Domains in Diabetic Retinopathy with Disentangled Representations,
  Peng Xia, Ming Hu, Feilong Tang, Wenxue Li, Weihao Zheng, Lie Ju, Pei Duan, Hua Yao, Zongyuan Ge,
  MICCAI 2024.


• Mammo-SAM: Adapting Foundation Segment Anything Model for Automatic Breast Mass Segmentation in Whole Mammograms,
  Xinyu Xiong, Churan Wang, Wenxue Li, Guanbin Li,
  MICCAIW 2023.