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General Information

Full Name Xinyang Liu
Contact xinyangATK [at] stu [dot] xidian [dot] edu [dot] cn
Languages Chinese(native), English


  • 2021 -
    M.S. in Information and Telecommunication Engineering
    Xidian University, Xi'an, China
  • 2017 - 2021
    B.S. in Electronic Information Engineering
    Xidian University, Xi'an, China

Open Source Projects

  • 2022 -
    • A python library focuses on constructing Deep Probabilistic Models (DPMs).

Honors and Awards

  • 2019
    • Bronze Medal, The 2019 ICPC Asia-East Continent Final, Xi'an
    • Bronze Medal, The 2019 ICPC Asia Regional Contest, Yinchuan Site
    • Silver Medal, The 2019 ICPC China Shaanxi Provincial Programming Contest
    • 1st Prize (9/325), The 17th Programming Contest of Xidian University
  • 2018
    • Scientific and Technological Progress Scholarship, Xidian University

Research Interests

  • Generative Modeling
    • Image Generation
    • Applications on downstream tasks with Generative Modles (especially diffusion models)
    • Topic Modeling
  • Others
    • Prompt Learning
    • Graph Representation Learning
    • Few-Shot Learning
    • Optimal theory and its application in machine learning
    • ...


  • Go(weiqi), Basketball, Reading and Travel.