Ziyue (Karin) Liu

Ph.D. Student in Artificial Intelligence.

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Ziyue Liu is a Ph.D. candidate of the National Programme in Artificial Intelligence in Italy. The program is co-hosted by the Polytechnic Institute of Turin and the University of Verona. Currently, she is a visiting student in the Machine Learning Department at the Mohamed bin Zayed University of Artificial Intelligence.

Her research interests span the broad fields of machine learning and neural networks, with a particular focus on generative AI, multi-modal understanding, explainability, neuro-symbolic and continual learning. With experience leading projects across various industries, she is passionate about leveraging her domain knowledge, data management, and machine learning expertise to create positive, data-driven change for organizations.

recent publications

  1. LOTS of Fashion! multi-conditioning for image generation via sketch-text pairing
    Federico Girella, Davide Talon, Ziyue Liu, and 3 more authors
    In Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025
  2. Seeing the abstract: Translating the abstract language for vision language models
    Davide Talon, Federico Girella, Ziyue Liu, and 2 more authors
    In Proceedings of the Computer Vision and Pattern Recognition Conference, 2025
  3. Evaluating Attribute Confusion in Fashion Text-to-Image Generation
    Ziyue Liu, Federico Girella, Yiming Wang, and 1 more author
    In International Conference on Image Analysis and Processing, 2025