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Raiden-Zhu/README.md

Short Bio 😄

👋 Hi there. I am Tongtian Zhu, a PhD student at the Computer Science Department of Zhejiang University (ZJU), supervised by Professors Can Wang and Chun Chen.

Google Scholar    Email    WeChat    Zhihu

Research Interest 🦄

My primary research interest lies in understanding the fundamental mechanisms underpinning the practical success of deep learning, including LLMs. I am also interested in developing machine learning methodologies inspired by principles. My current research focuses on examining the theoretical foundations of decentralized learning.

Please feel free to contact me via email (📫 raiden@zju.edu.cn) or WeChat (RaidenT_T) if you have any questions 💬, are interested in collaborating, or simply want to chat.

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  1. ICLR-2026-Grokking-in-Decentralized-Learning ICLR-2026-Grokking-in-Decentralized-Learning Public

    Code for ICLR'26 paper "On The Surprising Effectiveness of a Single Global Merging in Decentralized Learning"

    Python 8

  2. ICML-2023-DSGD-and-SAM ICML-2023-DSGD-and-SAM Public

    [ICML 2023] Decentralized SGD and Average-direction SAM are Asymptotically Equivalent

    Python 20 6

  3. Generalization-of-DSGD Generalization-of-DSGD Public

    The official implementation of the paper "Topology-aware Generalization of Decentralized SGD"

    Python 37 2

  4. ICLR-2025-DICE ICLR-2025-DICE Public

    Python 6 2