Publications

Jingxiong Li, Sunyi Zheng, Chenglu Zhu, Yuxuan Sun, Pingyi Chen, Zhongyi Shui, Yunlong Zhang, Honglin Li, Lin Yang (2024). PathUp: Patch-wise Timestep Tracking for Multi-class Large Pathology Image Synthesising Diffusion Model. Proceedings of the 32nd ACM International Conference on Multimedia.

Yuxuan Sun, Chenglu Zhu, Sunyi Zheng, Yunlong Zhang, Honglin Li, Lin Yang (2024). Context-Aware Text-Assisted Multimodal Framework for Cervical Cytology Cell Diagnosis and Chatting. 2024 IEEE International Conference on Multimedia and Expo (ICME).

Zhongyi Shui, Sunyi Zheng, Chenglu Zhu, Shichuan Zhang, Xiaoxuan Yu, Honglin Li, Jingxiong Li, Pingyi Chen, Lin Yang (2024). DPA-P2PNet: Deformable Proposal-Aware P2PNet for Accurate Point-Based Cell Detection. Proceedings of the AAAI Conference on Artificial Intelligence.

Yuxuan Sun, Chenglu Zhu, Sunyi Zheng, Kai Zhang, Zhongyi Shui, Xiaoxuan Yu, Yizhi Zhao, Honglin Li, Yunlong Zhang, Ruojia Zhao, Xinheng Lyu, Lin Yang (2024). PathAsst: Generative Foundation AI Assistant for Pathology. In AAAI 2024.

Pingyi Chen, Honglin Li, Chenglu Zhu, Sunyi Zheng, Zhongyi Shui, Lin Yang (2024). WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole-Slide Images. Medical Image Computing and Computer Assisted Intervention – MICCAI 2024.

Honglin Li, Yunlong Zhang, Pingyi Chen, Zhongyi Shui, Chenglu Zhu, Lin Yang (2024). Rethinking Transformer for Long Contextual Histopathology Whole Slide Image Analysis. Advances in Neural Information Processing Systems.

Yuxuan Sun, Hao Wu, Chenglu Zhu, Sunyi Zheng, Qizi Chen, Kai Zhang, Yunlong Zhang, Xiaoxiao Lan, Mengyue Zheng, Jingxiong Li, Others (2024). PathMMU: A Massive Multimodal Expert-Level Benchmark for Understanding and Reasoning in Pathology. arXiv preprint arXiv:2401.16355.

Yuxuan Sun, Chenglu Zhu, Sunyi Zheng, Kai Zhang, Lin Sun, Zhongyi Shui, Yunlong Zhang, Honglin Li, Lin Yang (2024). Pathasst: A generative foundation ai assistant towards artificial general intelligence of pathology. Proceedings of the AAAI Conference on Artificial Intelligence.

Shichuan Zhang, Chenglu Zhu, Honglin Li, Jiatong Cai, Lin Yang (2024). Gradient-aware learning for joint biases: Label noise and class imbalance. Neural Networks.

Zhongyi Shui, Sunyi Zheng, Chenglu Zhu, Shichuan Zhang, Xiaoxuan Yu, Honglin Li, Jingxiong Li, Pingyi Chen, Lin Yang (2024). DPA-P2PNet: Deformable Proposal-Aware P2PNet for Accurate Point-Based Cell Detection. Proceedings of the AAAI Conference on Artificial Intelligence.