1. Concept Heterogeneity-aware Representation Steering

    L. Abdullaev*, N. Wong*, R. Lee*, Sh. Jiang, K. Nguyen, T. Nguyen
    Preprint2026
  2. Modeling Expert Interactions in Sparse Mixture of Experts via Graph Structures

    M. Nguyen-Nhat*, R. Teo*, L. Abdullaev, M. Mok, T. Hoang, T. Nguyen
    Math4AI @ AAAI2026
  3. The Blessing and Curse of Dimensionality in Safety Alignment

    R. Teo*, L. Abdullaev*, T. Nguyen
    COLM2025
  4. Revisiting Transformers with Insights from Image Filtering and Boosting

    L. Abdullaev*, M. Tkachenko, T. Nguyen
    arXiv2025
  5. Gibbs Measures in Machine Learning

    L. Abdullaev, U. Rozikov
    World Scientific2025
  6. Transformer Meets Twicing: Harnessing Unattended Residual Information

    L. Abdullaev*, T. Nguyen
    ICLR2025
  7. Tight Clusters Make Specialized Experts

    S Nielsen, R Teo, L Abdullaev, T Nguyen
    ICLR2025
  8. Elliptical Attention

    S Nielsen*, L Abdullaev*, R Teo, T Nguyen
    NeurIPS2024