Publications

Preprints

  1. Preprint
    Information-theoretic minimax and submodular optimization algorithms for multivariate Markov chains
    Zheyuan Lai, and Michael C.H. Choi
    arXiv preprint arXiv:2511.00769, 2025
    arXiv PDF Code

Journal Publications

  1. J. Comb. Optim.
    Information-theoretic coordinate subset and partition selection of multivariate Markov chains via submodular optimization
    Zheyuan Lai, and Michael C.H. Choi
    Journal of Combinatorial Optimization, 2026
    arXiv DOI PDF Code Poster

Conference/Workshop Publications

  1. AI4Mat-ICLR
    PriM: Principle-Inspired Material Discovery through Multi-Agent Collaboration
    Zheyuan Lai, and Yingming Pu
    ICLR 2025 Workshop on AI for Accelerated Materials Design, 2025
    arXiv PDF Code Poster

Notes

  1. UROP Report
    Information-theoretic analysis of multivariate Markov chains: subset selection and minimax factorization
    Zheyuan Lai
    2025
    incl. arXiv:2503.23340 and arXiv:2511.00769
    PDF