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Chenglu Zhu

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

20

Venues

6

Active years

2021–2026

Best venue rank

A*

Where they publish

Papers

20 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIMIRA: Evaluating Multimodal AI on Complex Clinical Reasoning in Interventional Radiology.Jingxiong Li, Chenglu Zhu, Sunyi Zheng, Yuxuan Sun, Yifei Wang, He Liu, Yunlong Zhang, Yixuan Si, Lin Yang, Liang Xiao
2026AAAITowards Effective and Efficient Context-aware Nucleus Detection in Histopathology Whole Slide Images.Zhongyi Shui, Honglin Li, Yunlong Zhang, Yuxuan Sun, Yiwen Ye, Pingyi Chen, Ruizhe Guo, Lei Cui, Chenglu Zhu, Lin Yang
2025CVPRCPath-Omni: A Unified Multimodal Foundation Model for Patch and Whole Slide Image Analysis in Computational Pathology.Yuxuan Sun, Yixuan Si, Chenglu Zhu, Xuan Gong, Kai Zhang, Pingyi Chen, Ye Zhang, Zhongyi Shui, Tao Lin, Lin Yang
2025ICASSPStable Test-Time Training for Semantic Segmentation with Output Contrastive Loss.Yunlong Zhang, Zhongyi Shui, Honglin Li, Yuxuan Sun, Chenglu Zhu, Lin Yang
2025ICLRPathGen-1.6M: 1.6 Million Pathology Image-text Pairs Generation through Multi-agent Collaboration.Yuxuan Sun, Yunlong Zhang, Yixuan Si, Chenglu Zhu, Kai Zhang, Zhongyi Shui, Jingxiong Li, Xuan Gong, Xinheng Lyu, Tao Lin, Lin Yang
2025MICCAIAEM: Attention Entropy Maximization for Multiple Instance Learning Based Whole Slide Image Classification.Yunlong Zhang, Honglin Li, Yuxuan Sun, Zhongyi Shui, Jingxiong Li, Chenglu Zhu, Lin Yang
2024AAAIDPA-P2PNet: Deformable Proposal-Aware P2PNet for Accurate Point-Based Cell Detection.Zhongyi Shui, Sunyi Zheng, Chenglu Zhu, Shichuan Zhang, Xiaoxuan Yu, Honglin Li, Jingxiong Li, Pingyi Chen, Lin Yang
2024AAAIPathAsst: A Generative Foundation AI Assistant towards Artificial General Intelligence of Pathology.Yuxuan Sun, Chenglu Zhu, Sunyi Zheng, Kai Zhang, Lin Sun, Zhongyi Shui, Yunlong Zhang, Honglin Li, Lin Yang
2024ECCVWSI-VQA: Interpreting Whole Slide Images by Generative Visual Question Answering.Pingyi Chen, Chenglu Zhu, Sunyi Zheng, Honglin Li, Lin Yang
2024ECCVUnleashing the Power of Prompt-Driven Nucleus Instance Segmentation.Zhongyi Shui, Yunlong Zhang, Kai Yao, Chenglu Zhu, Sunyi Zheng, Jingxiong Li, Honglin Li, Yuxuan Sun, Ruizhe Guo, Lin Yang
2024ECCVPathMMU: A Massive Multimodal Expert-Level Benchmark for Understanding and Reasoning in Pathology.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
2024ECCVAttention-Challenging Multiple Instance Learning for Whole Slide Image Classification.Yunlong Zhang, Honglin Li, Yunxuan Sun, Sunyi Zheng, Chenglu Zhu, Lin Yang
2024MICCAIWsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole-Slide Images.Pingyi Chen, Honglin Li, Chenglu Zhu, Sunyi Zheng, Zhongyi Shui, Lin Yang
2023CVPRTask-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supervised Pathology Whole Slide Image Classification.Honglin Li, Chenglu Zhu, Yunlong Zhang, Yuxuan Sun, Zhongyi Shui, Wenwei Kuang, Sunyi Zheng, Lin Yang
2023ICASSPAssessing the Robustness of Deep Learning-Assisted Pathological Image Analysis Under Practical Variables of Imaging System.Yuxuan Sun, Chenglu Zhu, Yunlong Zhang, Honglin Li, Pingyi Chen, Lin Yang
2023MICCAIExploring Unsupervised Cell Recognition with Prior Self-activation Maps.Pingyi Chen, Chenglu Zhu, Zhongyi Shui, Jiatong Cai, Sunyi Zheng, Shichuan Zhang, Lin Yang
2022MICCAIEnd-to-End Cell Recognition by Point Annotation.Zhongyi Shui, Shichuan Zhang, Chenglu Zhu, Bingchuan Wang, Pingyi Chen, Sunyi Zheng, Lin Yang
2022MICCAIBenchmarking the Robustness of Deep Neural Networks to Common Corruptions in Digital Pathology.Yunlong Zhang, Yuxuan Sun, Honglin Li, Sunyi Zheng, Chenglu Zhu, Lin Yang
2022MICCAIChrSNet: Chromosome Straightening Using Self-attention Guided Networks.Sunyi Zheng, Jingxiong Li, Zhongyi Shui, Chenglu Zhu, Yunlong Zhang, Pingyi Chen, Lin Yang
2021MICCAIGeneralizing Nucleus Recognition Model in Multi-source Ki67 Immunohistochemistry Stained Images via Domain-Specific Pruning.Jiatong Cai, Chenglu Zhu, Can Cui, Honglin Li, Tong Wu, Shichuan Zhang, Lin Yang