Li Jian Zhang (Li Zhang)

I'm an incoming Computer Science master's student at the University of Toronto (Fall 2026), advised by Prof. Xujie Si.

Li Jian Zhang

Research

I am broadly interested in neuro-symbolic methods and interpretability for building more transparent and reliable AI systems.

Publications

  1. 1
    Neural Proposals, Symbolic Guarantees: Neuro-Symbolic Graph Generation with Hard Constraints
    Chuqin Geng, Li Zhang, Mark Zhang, Haolin Ye, Ziyu Zhao, Xujie Si
    arXiv, 2026
    arXiv
  2. 2
    Beyond Message Passing: A Symbolic Alternative for Expressive and Interpretable Graph Learning
    Chuqin Geng, Li Zhang, Haolin Ye, Ziyu Zhao, Yuhe Jiang, Tara Saba, Xinyu Wang, Xujie Si
    arXiv, 2026
    arXiv
  3. 3
    VisionLogic: From Neuron Activations to Causally Grounded Concept Rules for Vision Models
    Chuqin Geng, Yuhe Jiang, Ziyu Zhao, Zhaoyue Wang, Haolin Ye, Anqi Xing, Li Zhang, Xujie Si
    Preprint, 2026
    PDF
  4. 4
    NEUROLOGIC: From Neural Representations to Interpretable Logic Rules
    Chuqin Geng, Anqi Xing, Li Zhang, Ziyu Zhao, Yuhe Jiang, Xujie Si
    UCRL @ ICLR, 2026
    arXiv
  5. 5
    PAiNT: Perspective-Aware AI Identity and Narrative Toolkit for Generating Labeled Digital Footprints
    Jisung Shin, Daniel Platnick, Tanayjyot Singh Chawla, Li Zhang, Kazi Rahman, Amardeep Singh, Arnav Chandna, Marjan Alirezaie, Hossein Rahnama
    Preprint, 2026
    PDF

Experience

Education

Talks