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Yuanzhi Li

13 papers at tracked venues · 13 at CORE A* · active 2024–2025

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Venues

ICLR ×9ICML ×2AAAI ×1NeurIPS ×1

Frequent coauthors

Zeyuan Allen-Zhu
×5
Binghui Li
×2
Tian Ye
×2
Zicheng Xu
×2
Samy Jelassi
×1
Clara Mohri
×1
David Brandfonbrener
×1
Alex Gu
×1
Nikhil Vyas
×1
Nikhil Anand
×1
David Alvarez-Melis
×1
Sham M. Kakade
×1

Papers

  1. Adversarial Training Can Provably Improve Robustness: Theoretical Analysis of Feature Learning Process Under Structured Data
    ICLR 2025 ·
    Binghui Li
    , Yuanzhi Li
  2. Mixture of Parrots: Experts improve memorization more than reasoning
    ICLR 2025 ·
    Samy Jelassi
    ,
    Clara Mohri
    ,
    David Brandfonbrener
    ,
    Alex Gu
    ,
    Nikhil Vyas
    ,
    Nikhil Anand
    ,
    David Alvarez-Melis
    , Yuanzhi Li,
    Sham M. Kakade
    ,
    Eran Malach
  3. On the Clean Generalization and Robust Overfitting in Adversarial Training from Two Theoretical Views: Representation Complexity and Training Dynamics
    ICML 2025 ·
    Binghui Li
    , Yuanzhi Li
  4. Physics of Language Models: Part 2.1, Grade-School Math and the Hidden Reasoning Process
    ICLR 2025 ·
    Tian Ye
    ,
    Zicheng Xu
    , Yuanzhi Li,
    Zeyuan Allen-Zhu
  5. Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems
    ICLR 2025 ·
    Tian Ye
    ,
    Zicheng Xu
    , Yuanzhi Li,
    Zeyuan Allen-Zhu
  6. Physics of Language Models: Part 3.2, Knowledge Manipulation
    ICLR 2025 ·
    Zeyuan Allen-Zhu
    , Yuanzhi Li
  7. Physics of Language Models: Part 3.3, Knowledge Capacity Scaling Laws
    ICLR 2025 ·
    Zeyuan Allen-Zhu
    , Yuanzhi Li
  8. Understanding the Evolution of the Neural Tangent Kernel at the Edge of Stability
    NeurIPS 2025 ·
    Kaiqi Jiang
    ,
    Jeremy Cohen
    , Yuanzhi Li
  9. Physics of Language Models: Part 3.1, Knowledge Storage and Extraction
    ICML 2024 ·
    Zeyuan Allen-Zhu
    , Yuanzhi Li
  10. Revisiting Disentanglement in Downstream Tasks: A Study on Its Necessity for Abstract Visual Reasoning
    AAAI 2024 ·
    Ruiqian Nai
    ,
    Zixin Wen
    ,
    Ji Li
    , Yuanzhi Li,
    Yang Gao
  11. Role of Locality and Weight Sharing in Image-Based Tasks: A Sample Complexity Separation between CNNs, LCNs, and FCNs
    ICLR 2024 ·
    Aakash Lahoti
    ,
    Stefani Karp
    ,
    Ezra Winston
    ,
    Aarti Singh
    , Yuanzhi Li
  12. SmartPlay : A Benchmark for LLMs as Intelligent Agents
    ICLR 2024 ·
    Yue Wu
    ,
    Xuan Tang
    ,
    Tom M. Mitchell
    , Yuanzhi Li
  13. Understanding Transferable Representation Learning and Zero-shot Transfer in CLIP
    ICLR 2024 ·
    Zixiang Chen
    ,
    Yihe Deng
    , Yuanzhi Li,
    Quanquan Gu