papers

2025

  1. Semi-Supervised Contrastive Learning with Orthonormal Prototypes
    Huanran Li, Manh Nguyen, and Daniel Pimentel-Alarcón
    2025
    Preprint, under review
  2. Nonnegative Matrix Factorization through Cone Collapse
    Manh Nguyen and Daniel Pimentel-Alarcón
    2025
    Preprint, under review
  3. Graph Contrastive Learning via Spectral Graph Alignment
    Manh Nguyen and Joshua Cape
    2025
    Preprint, under review