Ningsen Wang (王宁森)

I’m a senior in Computer Science at Fudan University focused on medical AI, especially multimodal vision-language models. I currently build data-centric pipelines for high-quality medical VQA, explore RL-style fine-tuning of large VLMs for trustworthy step-by-step reasoning and medical deep research agent. I am currently a research intern in the UCSC VLAA (remote), working with Prof. Yuyin Zhou and and her PhD student Xiaoke Huang . My goal is reproducible, open, and clinically useful AI.

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News

  • [2025/10] A preprint about multi-modal verifiable question answering synthesis for RLVR.
  • [2025/07] Joined the UCSC VLAA as a research intern.

Publications

MedVLSynther: Synthesizing High-Quality Visual Question Answering from Medical Documents with Generator-Verifier LMMs

Xiaoke Huang*, Ningsen Wang*, Hui Liu, Xianfeng Tang, Yuyin Zhou
Preprint. Under review.
paper project, datasets, models, code

Source