Xurui Li (李煦蕤)

• 2023.09 - present, 硕博连读，华中科技大学.
• 2025.06 - 2025.08, Intern at Tencent YouTu Lab.
• 2019.09 - 2023.06, 本科，华中科技大学.

WeChat: 19807226240

🔥 Papers

1. MuSc-V2: Zero-Shot Multimodal Industrial Anomaly Classification and Segmentation with Mutual Scoring of Unlabeled Samples
   Xurui Li, Feng Xue, Yu Zhou*
   IEEE Transactions on Pattern Analysis and Machine Intelligence. (TPAMI). 2026.
   [Paper] [Code]
   
2. SeaS: Few-shot Industrial Anomaly Image Generation with Separation and Sharing Fine-tuning
   Zhewei Dai#, Shilei Zeng#, Haotian Liu, Xurui Li, Feng Xue, Yu Zhou
   IEEE Conference on International Conference on Computer Vision. (ICCV). 2025.
   [Paper] [Code]
   
3. RoBiS: Robust Binary Segmentation for High-Resolution Industrial Images
   Xurui Li, Zhongsheng Jiang, Tingxuan Ai, Yu Zhou*
   CVPR2025 VAND3.0 challenge Track 1 (Second place).
   [Paper] [Code]
   
4. AnomalyNCD: Towards Novel Anomaly Class Discovery in Industrial Scenarios
   Ziming Huang#, Xurui Li#, Haotian Liu#, Feng Xue, Yuzhe Wang, Yu Zhou*
   IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 2025.
   [Paper] [Code]
   
5. MuSc: Zero-Shot Industrial Anomaly Classification and Segmentation with Mutual Scoring of the Unlabeled Images
   Xurui Li#, Ziming Huang#, Feng Xue, Yu Zhou*
   The Twelfth International Conference on Learning Representations (ICLR). 2024.
   [Paper] [Code]
   

🎖 Honors and Awards

• 2025.05 CVPR2025 workshop VAND3.0 challenge (Second place)
• 2024.11 第十九届“挑战杯”全国大学生课外学术科技作品竞赛“揭榜挂帅”专项赛（全国一等奖）
• 2024.10 硕士生国家奖学金
• 2024.09 “华为杯”第六届中国研究生人工智能创新大赛（全国一等奖，团队队长）

Interests

• 我当前的研究内容为工业缺陷检测（industrial anomaly detection），零/少样本学习（zero/few-shot learning）。
• 场景：布匹瑕疵检测、Mura缺陷检测、汽车铸件3D缺陷检测等、PCB缺陷检测、X光机时序状态异常检测。