Chenglu Zhu

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 36

Top Topics

Image Classification

Weakly Supervised

Multiple Instance

Accurate Segmentation

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, 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)
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)
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)
Shichuan Zhang, Chenglu Zhu, Honglin Li, Jiatong Cai, Lin Yang
Gradient-aware learning for joint biases: Label noise and class imbalance. Neural Networks 171 (2024)
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)
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, 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)
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)
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)
Chenglu Zhu, Bin Hu, Bo Li, Zhi-Xi Wang, Shao-Ming Fei
Geometric discord for multiqubit systems. Quantum Inf. Process. 21 (7) (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)
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 (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)
Shichuan Zhang, Chenglu Zhu, Honglin Li, Jiatong Cai, Lin Yang
Weakly Supervised Learning For Cell Recognition In Immunohistochemical Cytoplasm Staining Images. ISBI (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)
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) (2022)
Shichuan Zhang, Chenglu Zhu, Honglin Li, Jiatong Cai, Lin Yang
Weakly Supervised Learning for cell recognition in immunohistochemical cytoplasm staining images. CoRR (2022)
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)
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)
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 (2021)
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)