Zhongyi Shui

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 26

Top Topics

Image Classification

Top Venues

Publications

Yuxuan Sun, Yunlong Zhang, Yixuan Si, Chenglu Zhu, Zhongyi Shui, Kai Zhang, Jingxiong Li, Xingheng Lyu, Tao Lin, Lin Yang
PathGen-1.6M: 1.6 Million Pathology Image-text Pairs Generation through Multi-agent Collaboration. CoRR (2024)
Yuxuan Sun, Chenglu Zhu, Sunyi Zheng, Kai Zhang, Lin Sun, Zhongyi Shui, Yunlong Zhang, Honglin Li, Lin Yang
PathAsst: A Generative Foundation AI Assistant towards Artificial General Intelligence of Pathology. AAAI (2024)
Shichuan Zhang, Sunyi Zheng, Zhongyi Shui, Honglin Li, Lin Yang
Multi-modal Learning with Missing Modality in Predicting Axillary Lymph Node Metastasis. CoRR (2024)
Yunlong Zhang, Zhongyi Shui, Yunxuan Sun, Honglin Li, Jingxiong Li, Chenglu Zhu, Sunyi Zheng, Lin Yang
ADR: Attention Diversification Regularization for Mitigating Overfitting in Multiple Instance Learning based Whole Slide Image Classification. CoRR (2024)
Zhongyi Shui, Sunyi Zheng, Chenglu Zhu, Shichuan Zhang, Xiaoxuan Yu, Honglin Li, Jingxiong Li, Pingyi Chen, Lin Yang
DPA-P2PNet: Deformable Proposal-Aware P2PNet for Accurate Point-Based Cell Detection. AAAI (2024)
Honglin Li, Yusuan Sun, Chenglu Zhu, Yunlong Zhang, Shichuan Zhang, Zhongyi Shui, Pingyi Chen, Jingxiong Li, Sunyi Zheng, Can Cui, Lin Yang
Large-scale cervical precancerous screening via AI-assisted cytology whole slide image analysis. CoRR (2024)
Jingxiong Li, Sunyi Zheng, Zhongyi Shui, Shichuan Zhang, Linyi Yang, Yuxuan Sun, Yunlong Zhang, Honglin Li, Yuanxin Ye, Peter M. A. van Ooijen, Kang Li, Lin Yang
Masked Conditional Variational Autoencoders for Chromosome Straightening. IEEE Trans. Medical Imaging 43 (1) (2024)
Shichuan Zhang, Sunyi Zheng, Zhongyi Shui, Lin Yang
HLS-FGVC: Hierarchical Label Semantics Enhanced Fine-Grained Visual Classification. ICASSP (2024)
Zhongyi Shui, Sunyi Zheng, Xiaoxuan Yu, Shichuan Zhang, Honglin Li, Jingxiong Li, Lin Yang
Deformable Proposal-Aware P2PNet: A Universal Network for Cell Recognition under Point Supervision. CoRR (2023)
Pingyi Chen, Chenglu Zhu, Zhongyi Shui, Jiatong Cai, Sunyi Zheng, Shichuan Zhang, Lin Yang
Exploring Unsupervised Cell Recognition with Prior Self-activation Maps. MICCAI (8) (2023)
Jingxiong Li, Sunyi Zheng, Zhongyi Shui, Shichuan Zhang, Linyi Yang, Yuxuan Sun, Yunlong Zhang, Honglin Li, Yuanxin Ye, Peter M. A. van Ooijen, Kang Li, Lin Yang
Masked conditional variational autoencoders for chromosome straightening. CoRR (2023)
Zhongyi Shui, Yunlong Zhang, Kai Yao, Chenglu Zhu, Yuxuan Sun, Lin Yang
Unleashing the Power of Prompt-driven Nucleus Instance Segmentation. CoRR (2023)
Zhongyi Shui, Xu-Hao Li, Yun Feng, Bing-Chuan Wang, Yong Wang
Combining Reduced-Order Model With Data-Driven Model for Parameter Estimation of Lithium-Ion Battery. IEEE Trans. Ind. Electron. 70 (2) (2023)
Shichuan Zhang, Sunyi Zheng, Zhongyi Shui, Honglin Li, Lin Yang
Multi-modal Learning with Missing Modality in Predicting Axillary Lymph Node Metastasis. BIBM (2023)
Zhongyi Shui, Yizhi Zhao, Sunyi Zheng, Yunlong Zhang, Honglin Li, Shichuan Zhang, Xiaoxuan Yu, Chenglu Zhu, Lin Yang
Semi-supervised Cell Recognition under Point Supervision. CoRR (2023)
Yuxuan Sun, Chenglu Zhu, Sunyi Zheng, Kai Zhang, Zhongyi Shui, Xiaoxuan Yu, Yizhi Zhao, Honglin Li, Yunlong Zhang, Ruojia Zhao, Xinheng Lyu, Lin Yang
PathAsst: Redefining Pathology through Generative Foundation AI Assistant for Pathology. CoRR (2023)
Yunlong Zhang, Yuxuan Sun, Sunyi Zheng, Zhongyi Shui, Chenglu Zhu, Lin Yang
Test-Time Training for Semantic Segmentation with Output Contrastive Loss. CoRR (2023)
Pingyi Chen, Chenglu Zhu, Zhongyi Shui, Jiatong Cai, Sunyi Zheng, Shichuan Zhang, Lin Yang
Exploring Unsupervised Cell Recognition with Prior Self-activation Maps. CoRR (2023)
Honglin Li, Chenglu Zhu, Yunlong Zhang, Yuxuan Sun, Zhongyi Shui, Wenwei Kuang, Sunyi Zheng, Lin Yang
Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supervised Pathology Whole Slide Image Classification. CVPR (2023)
Honglin Li, Chenglu Zhu, Yunlong Zhang, Yuxuan Sun, Zhongyi Shui, Wenwei Kuang, Sunyi Zheng, Lin Yang
Task-specific Fine-tuning via Variational Information Bottleneck for Weakly-supervised Pathology Whole Slide Image Classification. CoRR (2023)
Zhongyi Shui, Shichuan Zhang, Chenglu Zhu, Bingchuan Wang, Pingyi Chen, Sunyi Zheng, Lin Yang
End-to-end cell recognition by point annotation. CoRR (2022)
Bing-Chuan Wang, Zhongyi Shui, Yun Feng, Zhongwei Ma
Evolutionary Algorithm with Dynamic Population Size for Constrained Multiobjective Optimization. Swarm Evol. Comput. 73 (2022)
Pingyi Chen, Chenglu Zhu, Zhongyi Shui, Jiatong Cai, Sunyi Zheng, Shichuan Zhang, Lin Yang
Unsupervised Dense Nuclei Detection and Segmentation with Prior Self-activation Map For Histology Images. CoRR (2022)
Sunyi Zheng, Jingxiong Li, Zhongyi Shui, Chenglu Zhu, Yunlong Zhang, Pingyi Chen, Lin Yang
ChrSNet: Chromosome Straightening using Self-attention Guided Networks. CoRR (2022)
Sunyi Zheng, Jingxiong Li, Zhongyi Shui, Chenglu Zhu, Yunlong Zhang, Pingyi Chen, Lin Yang
ChrSNet: Chromosome Straightening Using Self-attention Guided Networks. MICCAI (4) (2022)
Zhongyi Shui, Shichuan Zhang, Chenglu Zhu, Bingchuan Wang, Pingyi Chen, Sunyi Zheng, Lin Yang
End-to-End Cell Recognition by Point Annotation. MICCAI (4) (2022)