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YilunKuang/README.md

Hi, I'm Yilun Kuang 👋

  • I'm a PhD Student at NYU Center for Data Science (NYU CDS) and NYU CILVR Group
  • I graduated magna cum laude from New York University with a BA in Mathematics with high honors in Spring 2023
  • I grew up in Shenzhen, China and have lived in Claremont, California and New York City

What I Work on 🧑‍💻

I am a machine learning researcher with a focus on self-supervised learning for planning and control. More specifically, I am interested in

  • Self-Supervised Learning, World Models, Planning and Control
  • Multimodal Learning, Efficient Architecture, NeuroAI & AI for Science

How to Get in Touch

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  1. structured-attention structured-attention Public

    [ICML 2025] Customizing the Inductive Biases of Softmax Attention using Structured Matrices

    Jupyter Notebook 8 1

  2. token-bounds-for-llms token-bounds-for-llms Public

    [NeurIPS'24 Spotlight] Unlocking Tokens as Data Points for Generalization Bounds on Larger Language Models

    Python 4 3

  3. rectified-lp-jepa rectified-lp-jepa Public

    Official Code for Rectified LpJEPA: Joint-Embedding Predictive Architectures with Sparse and Maximum-Entropy Representations

    Python 64 8

  4. RadialVCReg RadialVCReg Public

    [NeurIPS 2025 Workshop] Radial-VCReg: More Informative Representation Learning Through Radial Gaussianization

    Python 1 1