Resume

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General Information

Full Name Xinyang Liu
Contact xinyangATK [at] gmail [dot] com
Languages Chinese(native), English

Research Interests

  • Generative Modeling
    • Data generation (Image, Graph and Text)
    • Theoretical analysis on sampling
    • Applications on downstream tasks with Generative Modles (especially diffusion models)
    • Topic modeling
  • Others
    • Multi/Cross-Modal representation learning
    • Graph representation learning
    • Few/Zero-shot learning and domain generalization.
    • Any interesting/useful machine learning theory that can apply to solving practical problems.
    • ...

Education

  • 2021 - 2024
    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

Experience

  • 2024 -
    Research Intern
    Visual Computing Research Center (VCC), Shenzhen University
    • Hosted by Dongsheng Wang, Assistant Professor affiliated with VCC.

Open Source Projects

  • 2022 - 2024
    PyDPM
    • 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

Professional Services

  • Conference Reviewer: NeurIPS (2024), ICML (2024), CVPR (2024).

Hobbies

  • Go(weiqi), Basketball, Hiking and Thinking.