| 2025 | MICCAI | SUGFW: A SAM-Based Uncertainty-Guided Feature Weighting Framework for Cold Start Active Learning. | Xiaochuan Ma, Jia Fu, Lanfeng Zhong, Ning Zhu, Guotai Wang |
| 2025 | MICCAI | DGHFA: Dynamic Gradient and Hierarchical Feature Alignment for Robust Distillation of Medical VLMs. | Boyi Xiao, Jianghao Wu, Lanfeng Zhong, Xiaoguang Zou, Yuanquan Wu, Guotai Wang, Shaoting Zhang |
| 2025 | MICCAI | OpenPath: Open-Set Active Learning for Pathology Image Classification via Pre-trained Vision-Language Models. | Lanfeng Zhong, Xin Liao, Shichuan Zhang, Shaoting Zhang, Guotai Wang |
| 2025 | MICCAI | CSAL-3D: Cold-Start Active Learning for 3D Medical Image Segmentation via SSL-Driven Uncertainty-Reinforced Diversity Sampling. | Ning Zhu, Ping Ye, Lanfeng Zhong, Qiang Yue, Shaoting Zhang, Guotai Wang |
| 2023 | MICCAI | Semi-supervised Pathological Image Segmentation via Cross Distillation of Multiple Attentions. | Lanfeng Zhong, Xin Liao, Shaoting Zhang, Guotai Wang |
| 2023 | MICCAI | Brain Tumor Segmentation Based on Self-supervised Pre-training and Adaptive Region-Specific Loss. | Yubo Zhou, Lanfeng Zhong, Guotai Wang |
| 2022 | ICASSP | A Novel Unsupervised Autoencoder-Based HFOs Detector in Intracranial EEG Signals. | Weilai Li, Lanfeng Zhong, Weixi Xiang, Tongzhou Kang, Dakun Lai |