Lanfeng Zhong

Lanfeng Zhong

PhD student at UESTC

Lanfeng Zhong

About me

  • I am a PhD student at University of Electronic Science and Technology of China and Shanghai AI Lab from 2024/09, under the supervision of Guotai Wang and Shaoting Zhang. Major in medical image analysis.
  • I received Bachelor’s Degree at University of Electronic Science and Technology of China in 2022. Major in Electronic Engineering.

Reward

  • UESTC Academic Seedling Award, 4/210. 2024.04
  • National Scholarship, 9/426. 2023.10
  • UESTC First-Class Outstanding Student Scholarship, 20%. 2020.10, 2022.10, 2023.10

Experiences

  • 2023.09-2024.08, Shanghai AI Lab, Smart Healthcare, Intern. Focus on pathology foundation model for downstream tasks.
  • 2022.06-2022.09, West China Hospital Big Data Disease Center, Research Assistant.

Publications

  • UniSAL: Unified Semi-Supervised Active Learning for Histopathological Image Classification
    Lanfeng Zhong, Kun Qian, Xin Liao, Zongyao Huang, Yang Liu, Shaoting Zhang, and Guotai Wang
    Medical Image Analysis (2025).

  • Semi-supervised pathological image segmentation via cross distillation of multiple attentions and Seg-CAM consistency
    Lanfeng Zhong, Xiangde Luo, Xin Liao, Shaoting Zhang, and Guotai Wang
    Pattern Recognition (2024 IF 7.5).

  • HAMIL: High-resolution activation maps and interleaved learning for weakly supervised segmentation of histopathological images
    Lanfeng Zhong, Guotai Wang, Xin Liao, and Shaoting Zhang
    IEEE Transaction on Medical Imaging (2023 IF 10.6).

  • Efficient Multi-Organ Segmentation from 3D Abdominal CT Images with Lightweight Network and Knowledge Distillation
    Qianfei Zhao*, Lanfeng Zhong*, Jianghong Xiao, Jingbo Zhang, Yinan Chen, Wenjun Liao, Shaoting Zhang, and Guotai Wang
    IEEE Transaction on Medical Imaging (2023 IF 10.6). (the first two authors contributed equally.)

  • OpenPath: Open-Set Active Learning for Pathology Image Classification via Pre-trained Vision-Language Models
    Lanfeng Zhong, Xin Liao, Shichuan Zhang, Shaoting Zhang, and Guotai Wang
    MICCAI 2025, early accept, 9%

  • Semi-supervised Pathological Image Segmentation via Cross Distillation of Multiple Attentions
    Lanfeng Zhong, Xin Liao, Shaoting Zhang, and Guotai Wang
    MICCAI 2023, early accept, 14%

  • SEMI-CONTRANS: Semi-Supervised Medical Image Segmentation via Multi-Scale Feature Fusion and Cross Teaching of CNN and Transformer
    Weiren Zhao*, Lanfeng Zhong*, Guotai Wang
    ISBI 2024, Oral