Yuhao Liu / Homepage

πŸ‘‹ About Me

I am currently a Master's student majoring in Electronic Information (concentration in Biomedical Engineering) at Shenzhen University. Prior to this, I received my B.Eng. degree in Intelligent Medical Engineering from Nanjing Medical University in 2024.

My current research focuses on building robust, intelligent, and scalable artificial intelligence systems across the following core topics:

Multimodal Learning Large Models (LLMs / VLMs) Model Fine-Tuning AI Agents Benchmarking & Evaluation Medical Image Segmentation

πŸ”₯ News

  • πŸ“„πŸ”₯ [2026.08] Our new paper on pseudo-depth-assisted polyp segmentation (RDFBNet) is currently under review at IEEE Transactions on Multimedia (TMM, CCF-A, δΈ­η§‘ι™’δΈ€εŒΊ TOP)! Code released on GitHub.
  • πŸ“„πŸ”₯ [2026.07] Our paper on complex-atomic answer consistency in endoscopic VQA (EndoCA) is available on arXiv and under review at IEEE BIBM 2026 (CCF-B)! Code available on GitHub.
  • πŸŽ‰πŸŽ‰ [2026.02] Our paper on Prompt-Guided Adapter (PGA) has been accepted and published in ICASSP 2026! πŸ“„
  • πŸŽ‰πŸŽ‰ [2025.10] Awarded National Second Prize in the Global Campus Artificial Intelligence Algorithm Elite Competition! πŸ†
  • πŸŽ‰πŸŽ‰ [2024.09] Joined Shenzhen University as an M.Eng. student in Electronic Information (Biomedical Engineering)! πŸŽ“
  • πŸŽ‰πŸŽ‰ [2024.06] Graduated with B.Eng. in Intelligent Medical Engineering from Nanjing Medical University! πŸŽ“
  • πŸŽ‰πŸŽ‰ [2024.01] Interned as an Algorithm Engineer at Edge Intelligence Research Institute! πŸ’Ό

πŸŽ“ Education & Experience

  • 2024.09 – Present: Master student in SZU. Major: Electronic Information (Biomedical Engineering)
  • 2024.01 – 2024.06: Algorithm Engineer Intern in Edge Intelligence Research Institute
  • 2020.09 – 2024.06: Undergraduate student in NJMU. Major: Intelligent Medical Engineering

πŸ“ Selected Publications

RDFBNet Framework Architecture

Pseudo-Depth-Assisted Polyp Segmentation via Discrepancy-Guided Fusion and Boundary-Guided Decoding

Yuhao Liu, Guanghui Yue, et al.

IEEE TMM δΈ­η§‘ι™’δΈ€εŒΊ TOP CCF-A IEEE Transactions on Multimedia (TMM), Under Review, 2026.

GitHub (Code)
EndoCA Benchmark Architecture

Measuring and Improving Complex-Atomic Answer Consistency in Endoscopic VQA

Yuhao Liu, Cheng Zhao, and Guanghui Yue

BIBM 2026 CCF-B IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Under Review, 2026.

Paper (arXiv) GitHub (Code)
PGA Framework Architecture

PGA: A Prompt-Guided Adapter for Enhancing Deeply Supervised Polyp Segmentation Models

Yuhao Liu, Guanghui Yue, Shishun Tian, Cheng Zhao, Lei Dong, Tianfu Wang, and Baoquan Zhao

ICASSP 2026 CCF-B IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 7917–7921, 2026.

Paper (DOI) IEEE Xplore

πŸŽ– Honors & Awards

  • 2025
    National Second Prize β€” Global Campus Artificial Intelligence Algorithm Elite Competition
  • 2021–2022
    Suzhou Industrial Park Special Scholarship β€” Nanjing Medical University
  • 2021
    National First Prize β€” China Robot Skills Competition

πŸ“¬ Contact

I am always open to discussing research ideas, exchanging insights, and exploring potential collaborations.

Feel free to reach out via Email at 862700320@qq.com or connect on GitHub at @Luious-LYH.