| 2025 | ICCV | Flow-MIL: Constructing Highly-expressive Latent Feature Space for Whole Slide Image Classification using Normalizing Flow. | Yingfan Ma, Bohan An, Ao Shen, Mingzhi Yuan, Minghong Duan, Manning Wang |
| 2025 | ICML | Drug-TTA: Test-Time Adaptation for Drug Virtual Screening via Multi-task Meta-Auxiliary Learning. | Ao Shen, Mingzhi Yuan, Yingfan Ma, Jie Du, Qiao Huang, Manning Wang |
| 2025 | MICCAI | Knowledge-Guided Multi-scale Graph Mamba for Whole Slide Image Classification. | Minghong Duan, Zhiwei Yang, Yingfan Ma, Manning Wang, Zhijian Song |
| 2024 | AAAI | Transformer-Based Video-Structure Multi-Instance Learning for Whole Slide Image Classification. | Yingfan Ma, Xiaoyuan Luo, Kexue Fu, Manning Wang |
| 2023 | ICCV | Boosting Whole Slide Image Classification from the Perspectives of Distribution, Correlation and Magnification. | Linhao Qu, Zhiwei Yang, Minghong Duan, Yingfan Ma, Shuo Wang, Manning Wang, Zhijian Song |
| 2023 | MICCAI | OpenAL: An Efficient Deep Active Learning Framework for Open-Set Pathology Image Classification. | Linhao Qu, Yingfan Ma, Zhiwei Yang, Manning Wang, Zhijian Song |