Yifei Wang
Yifei Wang

Machine Learning Research Fellow

Biogen

About Me

Yifei Wang received her Ph.D. degree in Computer Science at Brandeis University. She earned her bachelor’s degree in Mathematics from Tsinghua University. Her research focuses on graph neural networks, multimodal learning, fairness, and generative models, with interdisciplinary work in AI4Science and healthcare.

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Interests
  • Deep Learning
  • AI4Science
  • AI For Drug Discovery
  • Generative AI
  • Reinforcement Learning
  • Fairness
Education
  • PhD in Computer Science

    Brandeis University

  • BS in Mathematics

    Tsinghua University

šŸ“š My Research
I received my Ph.D. degree in Computer Science at Brandeis University. I am now working at Biogen as a machine learning research fellow, focusing on AI for drug discovery. I blog about my publications and recent news. I am actively collaborating with those interested in cutting-edge AI topics like AI4Science, and am always happy to assist junior students who are keen on pursuing research. Feel free to reach out via email if you’d like to collaborate or discuss research ideas. 😃
Featured Publications
Recent Publications
(2026). Testing and evaluation of generative large language models in electronic health record applications: a systematic review. JAMIA.
(2025). AI-assisted literature screening: A hybrid approach using large language models and retrieval-augmented generation. IJMEDI.
(2025). Performance and improvement strategies for adapting generative large language models for electronic health record applications: A systematic review. IJMEDI.
(2025). Precision Grounding: Augmenting Large Language Models with Evidence-Based Databases for Trustworthy Genetic Variant Summarization. MedRxiv.
Recent & Upcoming Talks
Recent News

šŸŽ‰ I joined Biogen!

I’m happy to share that I’m starting a new position as Machine Learning Research Fellow at Biogen!