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Raiden-Zhu/README.md

Short Bio ๐Ÿ˜„

๐Ÿ‘‹ 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 ย ย  Email ย ย  WeChat ย ย  Zhihu

Research Interest ๐Ÿฆ„

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 (๐Ÿ“ซ raiden@zju.edu.cn) or WeChat (RaidenT_T) if you have any questions ๐Ÿ’ฌ, are interested in collaborating, or simply want to chat.

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  1. Generalization-of-DSGD Generalization-of-DSGD Public

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

    Python 35 2

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

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

    Python 17 6

  3. ICLR-2025-DICE ICLR-2025-DICE Public

    Python 3 2