Sunyi Zheng

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 34

Top Topics

Image Classification

Multiple Instance

Nodule Detection

Top Venues

IEEE Trans. Medical Imaging

Publications

Yuxuan Sun, Hao Wu, Chenglu Zhu, Sunyi Zheng, Qizi Chen, Kai Zhang, Yunlong Zhang, Xiaoxiao Lan, Mengyue Zheng, Jingxiong Li, Xinheng Lyu, Tao Lin, Lin Yang
PathMMU: A Massive Multimodal Expert-Level Benchmark for Understanding and Reasoning in Pathology. CoRR (2024)
Sunyi Zheng, Xiaonan Cui, Yuxuan Sun, Jingxiong Li, Honglin Li, Yunlong Zhang, Pingyi Chen, Xueping Jing, Zhaoxiang Ye, Lin Yang
Benchmarking PathCLIP for Pathology Image Analysis. 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)
Pingyi Chen, Chenglu Zhu, Sunyi Zheng, Honglin Li, Lin Yang
WSI-VQA: Interpreting Whole Slide Images by Generative Visual Question Answering. CoRR (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)
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)
Yunlong Zhang, Honglin Li, Yuxuan Sun, Sunyi Zheng, Chenglu Zhu, Lin Yang
Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification. CoRR (2023)
Honglin Li, Yunlong Zhang, Chenglu Zhu, Jiatong Cai, Sunyi Zheng, Lin Yang
Long-MIL: Scaling Long Contextual Multiple Instance Learning for Histopathology Whole Slide Image Analysis. 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)
Pingyi Chen, Honglin Li, Chenglu Zhu, Sunyi Zheng, Lin Yang
MI-Gen: Multiple Instance Generation of Pathology Reports for Gigapixel Whole-Slide Images. 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. 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)
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)
Yunlong Zhang, Yuxuan Sun, Honglin Li, Sunyi Zheng, Chenglu Zhu, Lin Yang
Benchmarking the Robustness of Deep Neural Networks to Common Corruptions in Digital Pathology. CoRR (2022)
Yunlong Zhang, Yuxuan Sun, Honglin Li, Sunyi Zheng, Chenglu Zhu, Lin Yang
Benchmarking the Robustness of Deep Neural Networks to Common Corruptions in Digital Pathology. MICCAI (2) (2022)
Sunyi Zheng, Jiapan Guo, Xiaonan Cui, Raymond N. J. Veldhuis, Matthijs Oudkerk, Peter M. A. van Ooijen
Automatic Pulmonary Nodule Detection in CT Scans Using Convolutional Neural Networks Based on Maximum Intensity Projection. IEEE Trans. Medical Imaging 39 (3) (2020)
Sunyi Zheng, Ludo J. Cornelissen, Xiaonan Cui, Xueping Jing, Raymond N. J. Veldhuis, Matthijs Oudkerk, Peter M. A. van Ooijen
Efficient convolutional neural networks for multi-planar lung nodule detection: improvement on small nodule identification. CoRR (2020)
Sunyi Zheng, Xiaonan Cui, Marleen Vonder, Raymond N. J. Veldhuis, Zhaoxiang Ye, Rozemarijn Vliegenthart, Matthijs Oudkerk, Peter M. A. van Ooijen
Deep learning-based pulmonary nodule detection: Effect of slab thickness in maximum intensity projections at the nodule candidate detection stage. Comput. Methods Programs Biomed. 196 (2020)
Sunyi Zheng, Jiapan Guo, Xiaonan Cui, Raymond N. J. Veldhuis, Matthijs Oudkerk, Peter M. A. van Ooijen
Automatic Pulmonary Nodule Detection in CT Scans Using Convolutional Neural Networks Based on Maximum Intensity Projection. CoRR (2019)