| Mmmu: A massive multi-discipline multimodal understanding and reasoning benchmark for expert agi X Yue, Y Ni, K Zhang, T Zheng, R Liu, G Zhang, S Stevens, D Jiang, ... CVPR 2024 (Best Paper Finalist), 2024 | 540 | 2024 |
| 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 | 70 | 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 AAAI 2024 (oral), 2024 | 53* | 2024 |
| RIVA: a pre-trained tweet multimodal model based on text-image relation for multimodal NER L Sun, J Wang, Y Su, F Weng, Y Sun, Z Zheng, Y Chen Proceedings of the 28th international conference on computational …, 2020 | 35 | 2020 |
| 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 |
| Mmmu-pro: A more robust multi-discipline multimodal understanding benchmark X Yue, T Zheng, Y Ni, Y Wang, K Zhang, S Tong, Y Sun, B Yu, G Zhang, ... arXiv preprint arXiv:2409.02813, 2024 | 31 | 2024 |
| Muffin: Curating multi-faceted instructions for improving instruction following R Lou, K Zhang, J Xie, Y Sun, J Ahn, H Xu, Y Su, W Yin The Twelfth International Conference on Learning Representations, 2023 | 22* | 2023 |
| 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, 2024 | 19 | 2024 |
| Joint learning of token context and span feature for span-based nested NER L Sun, Y Sun, F Ji, C Wang IEEE/ACM Transactions on Audio, Speech, and Language Processing 28, 2720-2730, 2020 | 17 | 2020 |
| Attention-based deep learning model for text readability evaluation Y Sun, K Chen, L Sun, C Hu 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | 12 | 2020 |
| Pathmmu: A massive multimodal expert-level benchmark for understanding and reasoning in pathology Y Sun, H Wu, C Zhu, S Zheng, Q Chen, K Zhang, Y Zhang, D Wan, X Lan, ... European Conference on Computer Vision, 56-73, 2024 | 11* | 2024 |
| Pathgen-1.6 m: 1.6 million pathology image-text pairs generation through multi-agent collaboration Y Sun, Y Zhang, Y Si, C Zhu, Z Shui, K Zhang, J Li, X Lyu, T Lin, L Yang arXiv preprint arXiv:2407.00203, 2024 | 8* | 2024 |
| 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, 2024 | 5 | 2024 |
| 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 |
| Test-Time Training for Semantic Segmentation with Output Contrastive Loss Y Zhang, Y Sun, S Zheng, Z Shui, C Zhu, L Yang arXiv preprint arXiv:2311.07877, 2023 | 3 | 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 | 3 | 2023 |
| 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 |
| 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 |
| ETIP: a lengthy nested NER problem for Chinese insurance policy analysis L Sun, K Zhang, Y Sun, F Weng, J Zhang Pattern Analysis and Applications 23, 1755-1765, 2020 | 2 | 2020 |
| 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 YangProfessor, Westlake UniversityVerified email at westlake.edu.cn
