publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2025

  1. The Cosine Schedule is Fisher-Rao-Optimal for Masked Discrete Diffusion Models
    Leo Zhang
    Arvix Preprint, 2025
    PDF
  2. Accelerated Parallel Tempering via Neural Transports
    Leo Zhang, Peter Potaptchik, Jiajun He, Yuanqi Du, Arnaud Doucet, Francisco Vargas, Hai-Dang Dau, and Saifuddin Syed
    Arvix Preprint, 2025
    PDF
  3. Generalised Parallel Tempering: Flexible Replica Exchange via Flows and Diffusions
    Leo Zhang, Peter Potaptchik, George Deligiannidis, Arnaud Doucet, Hai-Dang Dau, and Saifuddin Syed
    In Frontiers in Probabilistic Inference: Learning meets Sampling, 2025
    PDF
  4. SymDiff: Equivariant Diffusion via Stochastic Symmetrisation
    Leo Zhang, Kianoosh Ashouritaklimi, Yee Whye Teh, and Rob Cornish
    In The Thirteenth International Conference on Learning Representations, 2025
    PDF

2024

  1. Metric Flow Matching for Smooth Interpolations on the Data Manifold
    Kacper Kapusniak, Peter Potaptchik, Teodora Reu, Leo Zhang, Alexander Tong, Michael Bronstein, Joey Bose, and Francesco Di Giovanni
    In Advances in Neural Information Processing Systems, 2024
    PDF