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Mingxi Fu
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2020 – today
- 2026
- [j1]Lianghui Zhu, Xitong Ling, Minxi Ouyang, Xiaoping Liu, Tian Guan, Mingxi Fu, Maomao Zeng, Zhiqiang Cheng, Fanglei Fu, Qiang Huang, Mingxi Zhu, Yibo Jin, Qiming He, Yizhi Wang, Junru Cheng, Xuanyu Wang, Luxi Xie, Houqiang Li, Sufang Tian, Yonghong He:
Subspecialty-specific foundation model for intelligent gastrointestinal pathology. npj Digit. Medicine 9(1) (2026) - [c1]Xitong Ling, Xiaoxiao Li, Jiawen Li, Mingxi Fu, Yuxuan Chen, Jing Peng, Minxi Ouyang, Yizhi Wang, Yonghong He, Xiaoping Liu, Lianghui Zhu, Tian Guan:
Multimodal Distillation-Driven Ensemble Learning for Long-Tailed Histopathology Whole Slide Images Analysis. ISBI 2026: 1-5 - [i7]Weiming Chen, Xitong Ling, Xidong Wang, Zhenyang Cai, Yijia Guo, Mingxi Fu, Ziyi Zeng, Minxi Ouyang, Jiawen Li, Yizhi Wang, Tian Guan, Benyou Wang, Yonghong He:
To What Extent Do Token-Level Representations from Pathology Foundation Models Improve Dense Prediction? CoRR abs/2602.03887 (2026) - [i6]Mingyi He, Xinyi Guo, Xitong Ling, Weiming Chen, Jiawen Li, Lianghui Zhu, Minxi Ouyang, Mingxi Fu, Yizhi Wang, Tian Guan:
SlideCheck: Guiding Self-Supervised Pretraining of Pathology Foundation Models via Dataset Distributions. CoRR abs/2606.07590 (2026) - [i5]Jiawen Li, Tian Guan, Huijuan Shi, Xitong Ling, Mingxi Fu, Anjia Han, Chao He, Yonghong He:
ALICE: Learning a General-Purpose Pathology Foundation Model from Vision, Vision-Language, and Slide-Level Experts. CoRR abs/2607.09526 (2026) - [i4]Mingxi Fu, Jiawen Li, Renao Yan, Jiali Hu, Qiehe Sun, Tian Guan, Yonghong He:
Pretraining Multiple Instance Learning Networks with Multi-Teacher Distillation from Pathology Slide Foundation Models. CoRR abs/2607.14703 (2026) - 2025
- [i3]Lianghui Zhu, Xitong Ling, Minxi Ouyang, Xiaoping Liu, Mingxi Fu, Tian Guan, Fanglei Fu, Xuanyu Wang, Maomao Zeng, Mingxi Zhu, Yibo Jin, Liming Liu, Song Duan, Qiming He, Yizhi Wang, Luxi Xie, Houqiang Li, Yonghong He, Sufang Tian:
Subspecialty-Specific Foundation Model for Intelligent Gastrointestinal Pathology. CoRR abs/2505.21928 (2025) - [i2]Mingxi Fu, Xitong Ling, Yuxuan Chen, Jiawen Li, Fanglei Fu, Huaitian Yuan, Tian Guan, Yonghong He, Lianghui Zhu:
Deformable Attention Graph Representation Learning for Histopathology Whole Slide Image Analysis. CoRR abs/2508.05382 (2025) - [i1]Mingxi Fu, Fanglei Fu, Xitong Ling, Huaitian Yuan, Tian Guan, Yonghong He, Lianghui Zhu:
Multimodal Prototype Alignment for Semi-supervised Pathology Image Segmentation. CoRR abs/2508.19574 (2025)
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