Sheng Wang


Assistant Professor
Paul G. Allen School of Computer Science & Engineering
University of Washington, Seattle
Email: swang [at] cs (dot) washington (dot) edu
Students and Visitors

My current focus is NLP applications (e.g., word sequence -> protein sequence, text generation) and ML applications (e.g., graph representation learning, zero-shot learning) in biomedicine
I am looking for PhD students starting from Fall 2021.
I am happy to host (remote) undergradaute / graduate visitors in Summer 2021.
If you want to work with me, please feel free to send me an email with your CV.


Publications

Group

Research Interests

Computational Medicine:
Single Cell Analysis, Cancer Genomics, Drug Discovery, Neurodegenerative Diseases
Limited-data machine learning:
Zero-shot Learning, Meta learning, Transfer learning.
Natural Language Processing Applications to Biology and Medicine:
Knowledge Graph, Neural Text Generation, Relation extraction.

Education and experience

Postdoctoral Researcher, Stanford University (Jan 2021)
Advisor: Prof. Russ Altman.
Ph.D. in Computer Science, University of Illinois at Urbana-Champaign (May 2018)
Advisors: Prof. ChengXiang Zhai and Prof. Jian Peng.
Thesis: Leveraging knowledge network for precision cancer therapy.
B.S. in Computer Science, Peking University (May 2013)