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Chen Liu (刘晨)

Ph.D. Student
Hong Kong Polytechnic University
laura-chen.liu@connect.polyu.hk


👋 About Me

I am a first-year Ph.D. student at The Hong Kong Polytechnic University, working with Prof. Harry Qin on multi-modal learning for healthcare applications. I also have the privilege of collaborating with Prof. Wenfang Yao and Prof. Kejing Yin. I began my research journey during my B.Eng. in Software Engineering at the South China University of Technology.

Outside research, I enjoy running, playing volleyball, hiking, and spending time outdoors with friends.

🎨 Research Interests

📰 News

  • [Sep 2025] Our paper on longitudinal multimodal disease progression modeling was accepted to NeurIPS 2025 as a Spotlight (≈3%)!
  • [Sep 2025] I joined the Ph.D. program at the School of Nursing, Hong Kong Polytechnic University (SN@PolyU).
  • [Jun 2025] Our work on scaling tumor segmentation was accepted to ICCV 2025!
  • [Sep 2024] Our paper on multimodal generation for helathcare was accepted by NeurIPS!

Publications

  1. NeurIPS
    Multimodal Disease Progression Modeling via Spatio-temporal Disentanglement and Multiscale Alignment
    Chen Liu, Wenfang Yao, Kejing Yin, William K. Cheung, Jing Qin
    Neural Information Processing Systems (NeurIPS), 2025.
    PDF Code Spotlight(~3%)

  2. NeurIPS
    Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray Generation
    Wenfang Yao*, Chen Liu*, Kejing Yin, William K. Cheung, Jing Qin (*Equal contribution)
    Neural Information Processing Systems (NeurIPS), 2024.
    PDF Code

  3. ICCV
    Scaling Tumor Segmentation: Best Lessons from Real and Synthetic Data
    Qi Chen, Xinze Zhou, Chen Liu, Hao Chen, Wenxuan Li, Zekun Jiang, Ziyan Huang, Yuxuan Zhao, Dexin Yu, Junjun He, Yefeng Zheng, Ling Shao, Alan Yuill, Zongwei Zhou
    IEEE InternationalConference on Computer Vision (ICCV), 2025.
    PDF Code


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