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2020 – today
- 2024
[j4]Shichuan Zhang, Chenglu Zhu, Honglin Li, Jiatong Cai, Lin Yang:
Gradient-aware learning for joint biases: Label noise and class imbalance. Neural Networks 171: 374-382 (2024)- [c20]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: 4864-4872 - [c19]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: 5034-5042 - [c18]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:
PathMMU: A Massive Multimodal Expert-Level Benchmark for Understanding and Reasoning in Pathology. ECCV (62) 2024: 56-73 - [c17]Yunlong Zhang, Honglin Li, Yunxuan Sun, Sunyi Zheng, Chenglu Zhu, Lin Yang:
Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification. ECCV (53) 2024: 125-143 - [c16]Zhongyi Shui, Yunlong Zhang, Kai Yao, Chenglu Zhu, Sunyi Zheng, Jingxiong Li, Honglin Li, Yuxuan Sun, Ruizhe Guo, Lin Yang:
Unleashing the Power of Prompt-Driven Nucleus Instance Segmentation. ECCV (27) 2024: 288-304 - [c15]Pingyi Chen, Chenglu Zhu, Sunyi Zheng, Honglin Li, Lin Yang:
WSI-VQA: Interpreting Whole Slide Images by Generative Visual Question Answering. ECCV (36) 2024: 401-417 - [c14]Yuxuan Sun, Chenglu Zhu, Sunyi Zheng, Yunlong Zhang, Honglin Li, Lin Yang:
Context-Aware Text-Assisted Multimodal Framework for Cervical Cytology Cell Diagnosis and Chatting. ICME 2024: 1-6 - [c13]Pingyi Chen, Honglin Li, Chenglu Zhu, Sunyi Zheng, Zhongyi Shui, Lin Yang:
WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole-Slide Images. MICCAI (4) 2024: 546-556 - [c12]Jingxiong Li, Sunyi Zheng, Chenglu Zhu, Yuxuan Sun, Pingyi Chen, Zhongyi Shui, Yunlong Zhang, Honglin Li, Lin Yang:
PathUp: Patch-wise Timestep Tracking for Multi-class Large Pathology Image Synthesising Diffusion Model. ACM Multimedia 2024: 3984-3993 - [c11]Honglin Li, Yunlong Zhang, Pingyi Chen, Zhongyi Shui, Chenglu Zhu, Lin Yang:
Rethinking Transformer for Long Contextual Histopathology Whole Slide Image Analysis. NeurIPS 2024 - [i22]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 abs/2406.15303 (2024) - [i21]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 abs/2407.00203 (2024) - [i20]Pingyi Chen, Chenglu Zhu, Sunyi Zheng, Honglin Li, Lin Yang:
WSI-VQA: Interpreting Whole Slide Images by Generative Visual Question Answering. CoRR abs/2407.05603 (2024) - [i19]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 abs/2407.19512 (2024) - [i18]Honglin Li, Yunlong Zhang, Pingyi Chen, Zhongyi Shui, Chenglu Zhu, Lin Yang:
Rethinking Transformer for Long Contextual Histopathology Whole Slide Image Analysis. CoRR abs/2410.14195 (2024) - [i17]Honglin Li, Yuting Gao, Chenglu Zhu, Jingdong Chen, Ming Yang, Lin Yang:
Panther: Illuminate the Sight of Multimodal LLMs with Instruction-Guided Visual Prompts. CoRR abs/2411.13909 (2024) - [i16]Yuxuan Sun, Yixuan Si, Chenglu Zhu, Xuan Gong, Kai Zhang, Pingyi Chen, Ye Zhang, Zhongyi Shui, Tao Lin, Lin Yang:
CPath-Omni: A Unified Multimodal Foundation Model for Patch and Whole Slide Image Analysis in Computational Pathology. CoRR abs/2412.12077 (2024) - 2023
- [c10]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: 7454-7463 - [c9]Yuxuan Sun, Chenglu Zhu, Yunlong Zhang, Honglin Li, Pingyi Chen, Lin Yang:
Assessing the Robustness of Deep Learning-Assisted Pathological Image Analysis Under Practical Variables of Imaging System. ICASSP 2023: 1-5 - [c8]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: 559-568 - [i15]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 abs/2303.08446 (2023) - [i14]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 abs/2305.15072 (2023) - [i13]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 abs/2306.08240 (2023) - [i12]Pingyi Chen, Chenglu Zhu, Zhongyi Shui, Jiatong Cai, Sunyi Zheng, Shichuan Zhang, Lin Yang:
Exploring Unsupervised Cell Recognition with Prior Self-activation Maps. CoRR abs/2308.11144 (2023) - [i11]Yunlong Zhang, Honglin Li, Yuxuan Sun, Sunyi Zheng, Chenglu Zhu, Lin Yang:
Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification. CoRR abs/2311.07125 (2023) - [i10]Yunlong Zhang, Yuxuan Sun, Sunyi Zheng, Zhongyi Shui, Chenglu Zhu, Lin Yang:
Test-Time Training for Semantic Segmentation with Output Contrastive Loss. CoRR abs/2311.07877 (2023) - [i9]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 abs/2311.12885 (2023) - [i8]Zhongyi Shui, Yunlong Zhang, Kai Yao, Chenglu Zhu, Yuxuan Sun, Lin Yang:
Unleashing the Power of Prompt-driven Nucleus Instance Segmentation. CoRR abs/2311.15939 (2023) - [i7]Pingyi Chen, Honglin Li, Chenglu Zhu, Sunyi Zheng, Lin Yang:
MI-Gen: Multiple Instance Generation of Pathology Reports for Gigapixel Whole-Slide Images. CoRR abs/2311.16480 (2023) - 2022
- [j3]Xiaoyan Wang, Luyao Wang, Ye Sheng, Chenglu Zhu, Nan Jiang, Cong Bai, Ming Xia, Zhanpeng Shao, Zheng Gu, Xiaojie Huang, Ruiyi Zhao, Zhenjie Liu:
Automatic and accurate segmentation of peripherally inserted central catheter (PICC) from chest X-rays using multi-stage attention-guided learning. Neurocomputing 482: 82-97 (2022) - [j2]Chenglu Zhu, Xiaoyan Wang, Shengyong Chen, Zhongzhao Teng, Cong Bai, Xiaojie Huang, Ming Xia, Zhanpeng Shao, Zheng Gu, Peiliang Sun:
Complex carotid artery segmentation in multi-contrast MR sequences by improved optimal surface graph cuts based on flow line learning. Medical Biol. Eng. Comput. 60(9): 2693-2706 (2022) - [j1]Chenglu Zhu, Bin Hu, Bo Li, Zhi-Xi Wang, Shao-Ming Fei:
Geometric discord for multiqubit systems. Quantum Inf. Process. 21(7): 264 (2022) - [c7]Jiatong Cai, Chenglu Zhu, Pingyi Chen, Shichuan Zhang, Honglin Li, Yuxuan Sun, Lin Yang:
Category Separation For Weakly Supervised Multi-Class Cell Counting. ISBI 2022: 1-5 - [c6]Shichuan Zhang, Chenglu Zhu, Honglin Li, Jiatong Cai, Lin Yang:
Weakly Supervised Learning For Cell Recognition In Immunohistochemical Cytoplasm Staining Images. ISBI 2022: 1-5 - [c5]Chenglu Zhu, Yuxuan Sun, Honglin Li, Can Cui, Shichuan Zhang, Jiatong Cai, Yang Ling:
Weakly Supervised Classification using Multi-Level Instance-Aware Optimization on Cervical Cytologic Image. ISBI 2022: 1-5 - [c4]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: 109-118 - [c3]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: 119-128 - [c2]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: 242-252 - [i6]Shichuan Zhang, Chenglu Zhu, Honglin Li, Jiatong Cai, Lin Yang:
Weakly Supervised Learning for cell recognition in immunohistochemical cytoplasm staining images. CoRR abs/2202.13372 (2022) - [i5]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 abs/2206.14973 (2022) - [i4]Sunyi Zheng, Jingxiong Li, Zhongyi Shui, Chenglu Zhu, Yunlong Zhang, Pingyi Chen, Lin Yang:
ChrSNet: Chromosome Straightening using Self-attention Guided Networks. CoRR abs/2207.00147 (2022) - [i3]Zhongyi Shui, Shichuan Zhang, Chenglu Zhu, Bingchuan Wang, Pingyi Chen, Sunyi Zheng, Lin Yang:
End-to-end cell recognition by point annotation. CoRR abs/2207.00176 (2022) - [i2]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 abs/2210.07862 (2022) - 2021
- [c1]Jiatong Cai, Chenglu Zhu, Can Cui, Honglin Li, Tong Wu, Shichuan Zhang, Lin Yang:
Generalizing Nucleus Recognition Model in Multi-source Ki67 Immunohistochemistry Stained Images via Domain-Specific Pruning. MICCAI (8) 2021: 277-287 - [i1]Jiatong Cai, Chenglu Zhu, Can Cui, Honglin Li, Tong Wu, Shichuan Zhang, Lin Yang:
Generalizing Nucleus Recognition Model in Multi-source Images via Pruning. CoRR abs/2107.02500 (2021)
Coauthor Index
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