| Task-specific fine-tuning via variational information bottleneck for weakly-supervised pathology whole slide image classification H Li, C Zhu, Y Zhang, Y Sun, Z Shui, W Kuang, S Zheng, L Yang Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 67 | 2023 |
| Pathasst: A generative foundation ai assistant towards artificial general intelligence of pathology Y Sun, C Zhu, S Zheng, K Zhang, L Sun, Z Shui, Y Zhang, H Li, L Yang Proceedings of the AAAI Conference on Artificial Intelligence 38 (5), 5034-5042, 2024 | 47* | 2024 |
| Benchmarking the robustness of deep neural networks to common corruptions in digital pathology Y Zhang, Y Sun, H Li, S Zheng, C Zhu, L Yang International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 32 | 2022 |
| Attention-challenging multiple instance learning for whole slide image classification Y Zhang, H Li, Y Sun, S Zheng, C Zhu, L Yang European Conference on Computer Vision, 125-143, 2025 | 17 | 2025 |
| Generalizing nucleus recognition model in multi-source ki67 immunohistochemistry stained images via domain-specific pruning J Cai, C Zhu, C Cui, H Li, T Wu, S Zhang, L Yang Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 9 | 2021 |
| Wsicaption: Multiple instance generation of pathology reports for gigapixel whole-slide images P Chen, H Li, C Zhu, S Zheng, Z Shui, L Yang International Conference on Medical Image Computing and Computer-Assisted …, 2024 | 7* | 2024 |
| Weakly supervised learning for cell recognition in immunohistochemical cytoplasm staining images S Zhang, C Zhu, H Li, J Cai, L Yang 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 1-5, 2022 | 6 | 2022 |
| Unleashing the power of prompt-driven nucleus instance segmentation Z Shui, Y Zhang, K Yao, C Zhu, S Zheng, J Li, H Li, Y Sun, R Guo, L Yang European Conference on Computer Vision, 288-304, 2025 | 5 | 2025 |
| Benchmarking pathclip for pathology image analysis S Zheng, X Cui, Y Sun, J Li, H Li, Y Zhang, P Chen, X Jing, Z Ye, L Yang Journal of Imaging Informatics in Medicine, 1-17, 2024 | 5 | 2024 |
| DPA-P2PNet: Deformable Proposal-Aware P2PNet for Accurate Point-Based Cell Detection Z Shui, S Zheng, C Zhu, S Zhang, X Yu, H Li, J Li, P Chen, L Yang Proceedings of the AAAI Conference on Artificial Intelligence 38 (5), 4864-4872, 2024 | 5* | 2024 |
| Wsi-vqa: Interpreting whole slide images by generative visual question answering P Chen, C Zhu, S Zheng, H Li, L Yang European Conference on Computer Vision, 401-417, 2025 | 4 | 2025 |
| Gradient-aware learning for joint biases: Label noise and class imbalance S Zhang, C Zhu, H Li, J Cai, L Yang Neural Networks 171, 374-382, 2024 | 3 | 2024 |
| Assessing the Robustness of Deep Learning-Assisted Pathological Image Analysis Under Practical Variables of Imaging System Y Sun, C Zhu, Y Zhang, H Li, P Chen, L Yang ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 3 | 2023 |
| Fool object detectors with l0-norm patch attack H Li, Y Zhao CIKM workshop, 2020 | 3 | 2020 |
| Multi-modal Learning with Missing Modality in Predicting Axillary Lymph Node Metastasis S Zhang, S Zheng, Z Shui, H Li, L Yang 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2023 | 2 | 2023 |
| Masked conditional variational autoencoders for chromosome straightening J Li, S Zheng, Z Shui, S Zhang, L Yang, Y Sun, Y Zhang, H Li, Y Ye, ... IEEE Transactions on Medical Imaging, 2023 | 2 | 2023 |
| Category Separation For Weakly Supervised Multi-Class Cell Counting J Cai, C Zhu, P Chen, S Zhang, H Li, Y Sun, L Yang 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 1-5, 2022 | 2 | 2022 |
| Rethinking Transformer for Long Contextual Histopathology Whole Slide Image Analysis H Li, Y Zhang, P Chen, Z Shui, C Zhu, L Yang Neural Information Processing Systems 2024, 2024 | 1* | 2024 |
| Semi-supervised Cell Recognition under Point Supervision Z Shui, Y Zhao, S Zheng, Y Zhang, H Li, S Zhang, X Yu, C Zhu, L Yang arXiv preprint arXiv:2306.08240, 2023 | 1 | 2023 |
| Weakly Supervised Classification using Multi-Level Instance-Aware Optimization on Cervical Cytologic Image C Zhu, Y Sun, H Li, C Cui, S Zhang, J Cai, Y Ling 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 1-5, 2022 | 1 | 2022 |
Lin YangWestlake UniversityVerified email at westlake.edu.cn
