Qiwei Wu

Qiwei Wu （吴奇伟）

Nice to meet you! I am currently a master’s student in Artificial Intelligence at Shenzhen University, advised by Prof. Zhihui Lai and collaborating with Prof. Xiaoling Luo. My research interests include multimodal medical image analysis, medical video understanding, and vision-language learning.

My research interests include multimodal medical image processing and multi-agent systems. I am particularly interested in combining visual, textual, and structured information to build more capable and reliable medical AI systems.

Off the screenPhotography·Swimming·Table Tennis·Billiards·Escape Rooms·Outdoor Adventures

Publications

  1. 1
    TF-BVS model framework
    A Large-Scale Multi-Modal Benchmark and Robust Text-Free Inference for Breast Ultrasound Video Segmentation
    Qiwei Wu, Zhihui Lai, Xiaoling Luo, et al.
    ACM Multimedia, 2026
    PaperCode
  2. 2
    NSMNet model framework
    NSMNet: Stabilizing Linear State-space Memory for Breast Ultrasound Video Segmentation
    Foping Chen, Zhihui Lai, Haoquan Lu, Junhong Zhang, Qiwei Wu, Xiaoling Luo, and Heng Kong
    ACM Multimedia, 2026
  3. 3
    DynaPheM model framework
    DynaPheM: Text-Free Inference for Breast Ultrasound Video Segmentation with Dynamic Phenotypes and Contrastive Prototypes
    Qiwei Wu, et al.
  4. 4
    U-SamNet model framework
    U-SamNet: A Multi-Scale Segmentation Approach for Breast Tumor Ultrasound Images
    Qiwei Wu, et al.
    Biomedical Signal Processing and Control, minor review
  5. 5
    Multi-Agent AI
    Multi-Agent Collaborative Diagnostic System for Breast Tumor Ultrasound Imaging
    Qiwei Wu, et al.
    In preparation

Education

  • Shenzhen University — Master of Artificial Intelligence, 2024–2027
    Recommendation-based admission · Supervisor: Zhihui Lai · GPA: 3.56 / 4.0 · Rank: 4 / 61
  • Guilin University of Technology — Bachelor of Network Engineering, 2021–2024
    Supervisor: Shuiwang Li · GPA: 3.30 / 4.0 · Rank: 1 / 79

Honors & Awards

Scholarships

  • 2026 — BYD Social Scholarship; one of only three recipients in the college
  • 2026 — Graduate First-Class Academic Scholarship
  • 2025 — Graduate Special-Class Academic Scholarship
  • 2024 — Undergraduate National Scholarship
  • 2023 — University-level Special-Class Scholarship and multiple First-Class Scholarships
  • 2022 — Guangxi Zhuang Autonomous Region Government Scholarship

Competition Awards

  • Silver Award — Guangxi Region, China International College Students’ Innovation and Entrepreneurship Competition, 2022
  • Second Prize — Huashu Cup International College Students’ Mathematical Contest in Modeling, 2023
  • Third Prize — National College Students’ Market Survey and Analysis Competition, 2023
  • Third Prize — National Division, C4 Network Technology Challenge, 2023
  • Excellence Award — Provincial Undergraduate Division, Teddy Cup Data Mining Challenge, 2022

Additional awards include regional statistical modeling, mathematical modeling, academic English, and data mining competitions.

Contact

For research discussions, collaboration, or a copy of my CV, please email wu_qi_wei@163.com.

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