Sunyi Zheng - RankMe

43 papers A* 5A 1Misc 1Journal 26Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	MIRA: Evaluating Multimodal AI on Complex Clinical Reasoning in Interventional Radiology. AAAI Jingxiong Li, Chenglu Zhu, Sunyi Zheng, Yuxuan Sun, Yifei Wang, He Liu, Yunlong Zhang, Yixuan Si, Lin Yang, Liang Xiao
2025	J	`jnl`	Benchmarking PathCLIP for Pathology Image Analysis. J. Imaging Inform. Medicine Sunyi Zheng, Xiaonan Cui, Yuxuan Sun, Jingxiong Li, Honglin Li, Yunlong Zhang, Pingyi Chen, Xueping Jing, Zhaoxiang Ye, Lin Yang
2025	J	`jnl`	ToPoFM: Topology-Guided Pathology Foundation Model for High-Resolution Pathology Image Synthesis With Cellular-Level Control. IEEE Trans. Medical Imaging Jingxiong Li, Chenglu Zhu, Sunyi Zheng, Pingyi Chen, Yuxuan Sun, Honglin Li, Lin Yang
2024	J	`jnl`	ADR: Attention Diversification Regularization for Mitigating Overfitting in Multiple Instance Learning based Whole Slide Image Classification. CoRR Yunlong Zhang, Zhongyi Shui, Yunxuan Sun, Honglin Li, Jingxiong Li, Chenglu Zhu, Sunyi Zheng, Lin Yang
2024	—	`conf`	Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification. ECCV (53) Yunlong Zhang, Honglin Li, Yunxuan Sun, Sunyi Zheng, Chenglu Zhu, Lin Yang
2024	J	`jnl`	Benchmarking PathCLIP for Pathology Image Analysis. CoRR Sunyi Zheng, Xiaonan Cui, Yuxuan Sun, Jingxiong Li, Honglin Li, Yunlong Zhang, Pingyi Chen, Xueping Jing, Zhaoxiang Ye, Lin Yang
2024	A	`conf`	Context-Aware Text-Assisted Multimodal Framework for Cervical Cytology Cell Diagnosis and Chatting. ICME Yuxuan Sun, Chenglu Zhu, Sunyi Zheng, Yunlong Zhang, Honglin Li, Lin Yang
2024	A*	`conf`	DPA-P2PNet: Deformable Proposal-Aware P2PNet for Accurate Point-Based Cell Detection. AAAI Zhongyi Shui, Sunyi Zheng, Chenglu Zhu, Shichuan Zhang, Xiaoxuan Yu, Honglin Li, Jingxiong Li, Pingyi Chen, Lin Yang
2024	Misc	`conf`	HLS-FGVC: Hierarchical Label Semantics Enhanced Fine-Grained Visual Classification. ICASSP Shichuan Zhang, Sunyi Zheng, Zhongyi Shui, Lin Yang
2024	J	`jnl`	Large-scale cervical precancerous screening via AI-assisted cytology whole slide image analysis. CoRR Honglin Li, Yuxuan Sun, Chenglu Zhu, Yunlong Zhang, Shichuan Zhang, Zhongyi Shui, Pingyi Chen, Jingxiong Li, Sunyi Zheng, Can Cui, Lin Yang
2024	J	`jnl`	Masked Conditional Variational Autoencoders for Chromosome Straightening. IEEE Trans. Medical Imaging 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
2024	J	`jnl`	Multi-modal Learning with Missing Modality in Predicting Axillary Lymph Node Metastasis. CoRR Shichuan Zhang, Sunyi Zheng, Zhongyi Shui, Honglin Li, Lin Yang
2024	A*	`conf`	PathAsst: A Generative Foundation AI Assistant towards Artificial General Intelligence of Pathology. AAAI Yuxuan Sun, Chenglu Zhu, Sunyi Zheng, Kai Zhang, Lin Sun, Zhongyi Shui, Yunlong Zhang, Honglin Li, Lin Yang
2024	—	`conf`	PathMMU: A Massive Multimodal Expert-Level Benchmark for Understanding and Reasoning in Pathology. ECCV (62) Yuxuan Sun, Hao Wu, Chenglu Zhu, Sunyi Zheng, Qizi Chen, Kai Zhang, Yunlong Zhang, Dan Wan, Xiaoxiao Lan, Mengyue Zheng, Jingxiong Li, Xinheng Lyu, Tao Lin, Lin Yang
2024	A*	`conf`	PathUp: Patch-wise Timestep Tracking for Multi-class Large Pathology Image Synthesising Diffusion Model. ACM Multimedia Jingxiong Li, Sunyi Zheng, Chenglu Zhu, Yuxuan Sun, Pingyi Chen, Zhongyi Shui, Yunlong Zhang, Honglin Li, Lin Yang
2024	—	`conf`	Unleashing the Power of Prompt-Driven Nucleus Instance Segmentation. ECCV (27) Zhongyi Shui, Yunlong Zhang, Kai Yao, Chenglu Zhu, Sunyi Zheng, Jingxiong Li, Honglin Li, Yuxuan Sun, Ruizhe Guo, Lin Yang
2024	—	`conf`	WSI-VQA: Interpreting Whole Slide Images by Generative Visual Question Answering. ECCV (36) Pingyi Chen, Chenglu Zhu, Sunyi Zheng, Honglin Li, Lin Yang
2024	J	`jnl`	WSI-VQA: Interpreting Whole Slide Images by Generative Visual Question Answering. CoRR Pingyi Chen, Chenglu Zhu, Sunyi Zheng, Honglin Li, Lin Yang
2024	—	`conf`	WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole-Slide Images. MICCAI (4) Pingyi Chen, Honglin Li, Chenglu Zhu, Sunyi Zheng, Zhongyi Shui, Lin Yang
2023	J	`jnl`	Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification. CoRR Yunlong Zhang, Honglin Li, Yuxuan Sun, Sunyi Zheng, Chenglu Zhu, Lin Yang
2023	J	`jnl`	Deformable Proposal-Aware P2PNet: A Universal Network for Cell Recognition under Point Supervision. CoRR Zhongyi Shui, Sunyi Zheng, Xiaoxuan Yu, Shichuan Zhang, Honglin Li, Jingxiong Li, Lin Yang
2023	—	`conf`	Exploring Unsupervised Cell Recognition with Prior Self-activation Maps. MICCAI (8) Pingyi Chen, Chenglu Zhu, Zhongyi Shui, Jiatong Cai, Sunyi Zheng, Shichuan Zhang, Lin Yang
2023	J	`jnl`	Exploring Unsupervised Cell Recognition with Prior Self-activation Maps. CoRR Pingyi Chen, Chenglu Zhu, Zhongyi Shui, Jiatong Cai, Sunyi Zheng, Shichuan Zhang, Lin Yang
2023	J	`jnl`	Long-MIL: Scaling Long Contextual Multiple Instance Learning for Histopathology Whole Slide Image Analysis. CoRR Honglin Li, Yunlong Zhang, Chenglu Zhu, Jiatong Cai, Sunyi Zheng, Lin Yang
2023	J	`jnl`	MI-Gen: Multiple Instance Generation of Pathology Reports for Gigapixel Whole-Slide Images. CoRR Pingyi Chen, Honglin Li, Chenglu Zhu, Sunyi Zheng, Lin Yang
2023	J	`jnl`	Masked conditional variational autoencoders for chromosome straightening. CoRR 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
2023	—	`conf`	Multi-modal Learning with Missing Modality in Predicting Axillary Lymph Node Metastasis. BIBM Shichuan Zhang, Sunyi Zheng, Zhongyi Shui, Honglin Li, Lin Yang
2023	J	`jnl`	PathAsst: Redefining Pathology through Generative Foundation AI Assistant for Pathology. CoRR Yuxuan Sun, Chenglu Zhu, Sunyi Zheng, Kai Zhang, Zhongyi Shui, Xiaoxuan Yu, Yizhi Zhao, Honglin Li, Yunlong Zhang, Ruojia Zhao, Xinheng Lyu, Lin Yang
2023	J	`jnl`	Semi-supervised Cell Recognition under Point Supervision. CoRR Zhongyi Shui, Yizhi Zhao, Sunyi Zheng, Yunlong Zhang, Honglin Li, Shichuan Zhang, Xiaoxuan Yu, Chenglu Zhu, Lin Yang
2023	A*	`conf`	Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supervised Pathology Whole Slide Image Classification. CVPR Honglin Li, Chenglu Zhu, Yunlong Zhang, Yuxuan Sun, Zhongyi Shui, Wenwei Kuang, Sunyi Zheng, Lin Yang
2023	J	`jnl`	Task-specific Fine-tuning via Variational Information Bottleneck for Weakly-supervised Pathology Whole Slide Image Classification. CoRR Honglin Li, Chenglu Zhu, Yunlong Zhang, Yuxuan Sun, Zhongyi Shui, Wenwei Kuang, Sunyi Zheng, Lin Yang
2023	J	`jnl`	Test-Time Training for Semantic Segmentation with Output Contrastive Loss. CoRR Yunlong Zhang, Yuxuan Sun, Sunyi Zheng, Zhongyi Shui, Chenglu Zhu, Lin Yang
2022	—	`conf`	Benchmarking the Robustness of Deep Neural Networks to Common Corruptions in Digital Pathology. MICCAI (2) Yunlong Zhang, Yuxuan Sun, Honglin Li, Sunyi Zheng, Chenglu Zhu, Lin Yang
2022	J	`jnl`	Benchmarking the Robustness of Deep Neural Networks to Common Corruptions in Digital Pathology. CoRR Yunlong Zhang, Yuxuan Sun, Honglin Li, Sunyi Zheng, Chenglu Zhu, Lin Yang
2022	—	`conf`	ChrSNet: Chromosome Straightening Using Self-attention Guided Networks. MICCAI (4) Sunyi Zheng, Jingxiong Li, Zhongyi Shui, Chenglu Zhu, Yunlong Zhang, Pingyi Chen, Lin Yang
2022	J	`jnl`	ChrSNet: Chromosome Straightening using Self-attention Guided Networks. CoRR Sunyi Zheng, Jingxiong Li, Zhongyi Shui, Chenglu Zhu, Yunlong Zhang, Pingyi Chen, Lin Yang
2022	—	`conf`	End-to-End Cell Recognition by Point Annotation. MICCAI (4) Zhongyi Shui, Shichuan Zhang, Chenglu Zhu, Bingchuan Wang, Pingyi Chen, Sunyi Zheng, Lin Yang
2022	J	`jnl`	End-to-end cell recognition by point annotation. CoRR Zhongyi Shui, Shichuan Zhang, Chenglu Zhu, Bingchuan Wang, Pingyi Chen, Sunyi Zheng, Lin Yang
2022	J	`jnl`	Unsupervised Dense Nuclei Detection and Segmentation with Prior Self-activation Map For Histology Images. CoRR Pingyi Chen, Chenglu Zhu, Zhongyi Shui, Jiatong Cai, Sunyi Zheng, Shichuan Zhang, Lin Yang
2020	J	`jnl`	Automatic Pulmonary Nodule Detection in CT Scans Using Convolutional Neural Networks Based on Maximum Intensity Projection. IEEE Trans. Medical Imaging Sunyi Zheng, Jiapan Guo, Xiaonan Cui, Raymond N. J. Veldhuis, Matthijs Oudkerk, Peter M. A. van Ooijen
2020	J	`jnl`	Deep learning-based pulmonary nodule detection: Effect of slab thickness in maximum intensity projections at the nodule candidate detection stage. Comput. Methods Programs Biomed. Sunyi Zheng, Xiaonan Cui, Marleen Vonder, Raymond N. J. Veldhuis, Zhaoxiang Ye, Rozemarijn Vliegenthart, Matthijs Oudkerk, Peter M. A. van Ooijen
2020	J	`jnl`	Efficient convolutional neural networks for multi-planar lung nodule detection: improvement on small nodule identification. CoRR Sunyi Zheng, Ludo J. Cornelissen, Xiaonan Cui, Xueping Jing, Raymond N. J. Veldhuis, Matthijs Oudkerk, Peter M. A. van Ooijen
2019	J	`jnl`	Automatic Pulmonary Nodule Detection in CT Scans Using Convolutional Neural Networks Based on Maximum Intensity Projection. CoRR Sunyi Zheng, Jiapan Guo, Xiaonan Cui, Raymond N. J. Veldhuis, Matthijs Oudkerk, Peter M. A. van Ooijen