Shaohao Rui

Shaohao Rui

Shanghai Jiao Tong University | Shanghai AI Lab | SII

I’m now a PhD student at Shanghai Jiao Tong University, Shanghai AI Laboratory and Shanghai Innovation Institute, advised by Prof. Xiaosong Wang.

I am dedicated to exploring the applications of artificial intelligence in the medical domain, with a primary focus on computer vision, multi-modal large language models, and reasoning-related topics.

🔥 News

  • [2025-02] One first author and two co-authored papers submitted to MICCAI 2025, hope good luck!
  • [2025-02] 🎉🎉🎉 One first author work “Multi-modal Vision Pre-training for Medical Image Analysis” is accepted by CVPR 2025 as Highlight.
  • [2024-09] Start joint Ph.D. program at Shanghai Innovation Institute.
  • [2023-09] Begin internship and joint program at Shanghai AI Laboratory.

📝 Selected Publications

BrainMVP

BrainMVP: Multi-modal Vision Pre-training for Medical Image Analysis[CVPR2025 Highlight]

Shaohao Rui, Lingzhi Chen, Zhenyu Tang, Lilong Wang, Mianxin Liu, Shaoting Zhang, Xiaosong Wang

We introduce the first multi-modal vision pre-training method (BrainMVP) for missing modality medical data. We demonstrate the superior performance and the enhanced generalizability of our BrainMVP pre-trained models on ten public segmentation and classification benchmarks compared to state-of-the-art methods.

Github

🎖 Honors and Awards

  • 2024.06, Outstanding Undergraduate Graduate.
  • 2023.11, National Scholarship.
  • 2023.09, Outstanding Student Award.

📖 Educations

  • 2024.09 - now, PHD, Shanghai Jiao Tong University.

💼 Internships

  • 2023.09 - now, Shanghai AI Laboratory, Shanghai, China