Wenxue Li

According to our database, Wenxue Li authored at least 20 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

PixelWizard: Towards Efficient High-Fidelity Video Generation at Ultra-Large Spatial Resolution.

Wenxue Li, Jingjing Ren, Peng Zhang, Tian Ye, Daiguo Zhou, Jian Luan, Lei Zhu

CoRR, May, 2026

SAM2-UNet: segment anything 2 makes strong encoder for natural and medical image segmentation.

Xinyu Xiong, Zihuang Wu, Shuangyi Tan, Wenxue Li, Feilong Tang, Ying Chen, Siying Li, Jie Ma, Guanbin Li

Vis. Intell., 2026

2025

RationalVLA: A Rational Vision-Language-Action Model with Dual System.

Wenxuan Song, Jiayi Chen, Wenxue Li, Xu He, Han Zhao, Can Cui, Pengxiang Ding, Shiyan Su, Feilong Tang, Xuelian Cheng, Donglin Wang, Zongyuan Ge, Xinhu Zheng, Zhe Liu, Hesheng Wang, Haoang Li

CoRR, June, 2025

Free Meal: Boosting Semi-Supervised Polyp Segmentation by Harvesting Negative Samples.

Xinyu Xiong, Wenxue Li, Jie Ma, Duojun Huang, Siying Li

IEEE Signal Process. Lett., 2025

FSA-Net: Fractal-Driven Synergistic Anatomy-Aware Network for Segmenting White Line of Toldt in Laparoscopic Images.

Kecheng Wu, Zhaohu Xing, Zerong Cai, Feng Gao, Wenxue Li, Lei Zhu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

GlassWizard: Harvesting Diffusion Priors for Glass Surface Detection.

Wenxue Li, Tian Ye, Xinyu Xiong, Jinbin Bai, Feilong Tang, Wenxuan Song, Zhaohu Xing, Lie Ju, Guanbin Li, Lei Zhu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Detect Any Mirrors: Boosting Learning Reliability on Large-Scale Unlabeled Data with an Iterative Data Engine.

Zhaohu Xing, Lihao Liu, Yijun Yang, Hongqiu Wang, Tian Ye, Sixiang Chen, Wenxue Li, Guang Liu, Lei Zhu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding.

Feilong Tang, Chengzhi Liu, Zhongxing Xu, Ming Hu, Zile Huang, Haochen Xue, Ziyang Chen, Zelin Peng, Zhiwei Yang, Sijin Zhou, Wenxue Li, Yulong Li, Wenxuan Song, Shiyan Su, Wei Feng, Jionglong Su, Mingquan Lin, Yifan Peng, Xuelian Cheng, Imran Razzak, Zongyuan Ge

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Neighbor Does Matter: Density-Aware Contrastive Learning for Medical Semi-supervised Segmentation.

Feilong Tang, Zhongxing Xu, Ming Hu, Wenxue Li, Peng Xia, Yiheng Zhong, Hanjun Wu, Jionglong Su, Zongyuan Ge

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

AGLLDiff: Guiding Diffusion Models Towards Unsupervised Training-free Real-world Low-light Image Enhancement.

Yunlong Lin, Tian Ye, Sixiang Chen, Zhenqi Fu, Yingying Wang, Wenhao Chai, Zhaohu Xing, Wenxue Li, Lei Zhu, Xinghao Ding

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

Towards Realistic Semi-supervised Medical Image Classification.

Wenxue Li, Lie Ju, Feilong Tang, Peng Xia, Xinyu Xiong, Ming Hu, Lei Zhu, Zongyuan Ge

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

PromptHaze: Prompting Real-world Dehazing via Depth Anything Model.

Tian Ye, Sixiang Chen, Haoyu Chen, Wenhao Chai, Jingjing Ren, Zhaohu Xing, Wenxue Li, Lei Zhu

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

HybridVPS: Hybrid-Supervised Video Polyp Segmentation Under Low-Cost Labels.

Wenxue Li, Xinyu Xiong, Siying Li, Fugui Fan

IEEE Signal Process. Lett., 2024

Diffusion Model Driven Test-Time Image Adaptation for Robust Skin Lesion Classification.

Ming Hu, Siyuan Yan, Peng Xia, Feilong Tang, Wenxue Li, Peibo Duan, Lin Zhang, Zongyuan Ge

CoRR, 2024

Generalizing to Unseen Domains in Diabetic Retinopathy with Disentangled Representations.

Peng Xia, Ming Hu, Feilong Tang, Wenxue Li, Wenhao Zheng, Lie Ju, Peibo Duan, Huaxiu Yao, Zongyuan Ge

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

TP-DRSeg: Improving Diabetic Retinopathy Lesion Segmentation with Explicit Text-Prompts Assisted SAM.

Wenxue Li, Xinyu Xiong, Peng Xia, Lie Ju, Zongyuan Ge

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Semi- and Weakly-Supervised Learning for Mammogram Mass Segmentation with Limited Annotations.

Xinyu Xiong, Churan Wang, Wenxue Li, Guanbin Li

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

Confidence-guided mask learning for semi-supervised medical image segmentation.

Wenxue Li, Wei Lu, Jinghui Chu, Qi Tian, Fugui Fan

Comput. Biol. Medicine, October, 2023

LACINet: A Lesion-Aware Contextual Interaction Network for Polyp Segmentation.

Wenxue Li, Wei Lu, Jinghui Chu, Fugui Fan

IEEE Trans. Instrum. Meas., 2023

Mammo-SAM: Adapting Foundation Segment Anything Model for Automatic Breast Mass Segmentation in Whole Mammograms.

Xinyu Xiong, Churan Wang, Wenxue Li, Guanbin Li

Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023