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 (Theory and Application)
    • Scalable and Powerful Generative Models
    • 2D & 3D Generation
  • Others
    • Alignment of Large Foundation Models (LLMs, VLMs)
    • Multimodal Learning
    • Graph Representation Learning
    • Any interesting machine learning theory that can contribute to solving real-world problems

Education

  • 2025 -
    Ph.D. in Statistics and Data Sciences
    The University of Texas at Austin, Austin, United States
  • 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

Open Source Projects

  • 2022 - 2024
    PyDPM (core contributor, 175 stars)
    • A python library focuses on constructing Deep Probabilistic Models (DPMs).

Professional Services

  • Conference Reviewer: NeurIPS (2024), ICML (2024, 2025), CVPR (2024), ICLR (2025), AISTATS (2025).

Hobbies

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