Publications

Zhongyi Shui, Yunlong Zhang, Kai Yao, Chenglu Zhu, Yuxuan Sun, Lin Yang (2023). Unleashing the Power of Prompt-driven Nucleus Instance Segmentation. arXiv preprint arXiv:2311.15939.

Yunlong Zhang, Yuxuan Sun, Sunyi Zheng, Zhongyi Shui, Chenglu Zhu, Lin Yang (2023). Test-Time Training for Semantic Segmentation with Output Contrastive Loss. arXiv preprint arXiv:2311.07877.

Honglin Li, Chenglu Zhu, Yunlong Zhang, Yuxuan Sun, Zhongyi Shui, Wenwei Kuang, Sunyi Zheng, Lin Yang (2023). Task-specific fine-tuning via variational information bottleneck for weakly-supervised pathology whole slide image classification. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Zhongyi Shui, Yizhi Zhao, Sunyi Zheng, Yunlong Zhang, Honglin Li, Shichuan Zhang, Xiaoxuan Yu, Chenglu Zhu, Lin Yang (2023). Semi-supervised Cell Recognition under Point Supervision. arXiv preprint arXiv:2306.08240.

Honglin Li, Yunlong Zhang, Chenglu Zhu, Jiatong Cai, Sunyi Zheng, Lin Yang (2023). Long-MIL: scaling long contextual multiple instance learning for histopathology whole slide image analysis. arXiv preprint arXiv:2311.12885.

Pingyi Chen, Chenglu Zhu, Zhongyi Shui, Jiatong Cai, Sunyi Zheng, Shichuan Zhang, Lin Yang (2023). Exploring Unsupervised Cell Recognition with Prior Self-activation Maps. International Conference on Medical Image Computing and Computer-Assisted Intervention.

Yunlong Zhang, Honglin Li, Yuxuan Sun, Sunyi Zheng, Chenglu Zhu, Lin Yang (2023). Attention-challenging multiple instance learning for whole slide image classification. arXiv preprint arXiv:2311.07125.

Yuxuan Sun, Chenglu Zhu, Yunlong Zhang, Honglin Li, Pingyi Chen, Lin Yang (2023). Assessing the Robustness of Deep Learning-Assisted Pathological Image Analysis Under Practical Variables of Imaging System. ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Shichuan Zhang, Chenglu Zhu, Honglin Li, Jiatong Cai, Lin Yang (2022). Weakly supervised learning for cell recognition in immunohistochemical cytoplasm staining images. 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI).

Chenglu Zhu, Yuxuan Sun, Honglin Li, Can Cui, Shichuan Zhang, Jiatong Cai, Yang Ling (2022). Weakly Supervised Classification using Multi-Level Instance-Aware Optimization on Cervical Cytologic Image. 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI).