Yipeng Li 李艺鹏
Email: liyp25@mails.tsinghua.edu.cn
I am a PhD student at Tsinghua University, Shenzhen. I previously studied at Beijing University of Posts and Telecommunications.
My interests are Distributed Machine Learning, Federated Learning and Split Learning.
If you meet typos, mistakes, questions or unclear points in the following papers, please feel free to contact me.
If you do not receive a reply within a week, please do not hesitate to resend the email.
I would like to sincerely thank all the researchers who have helped me in these works. Due to certain considerations, I may not express my gratitude to you directly in the paper, but please know that the help has been deeply appreciated.
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A Unified Analysis of Stochastic Gradient Descent with Arbitrary Data Permutations and Beyond
[NeurIPS 2025*] [arXiv] [Code]
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Convergence Analysis of Sequential Federated Learning on Heterogeneous Data
[NeurIPS 2023] [arXiv*] [Code] [Previous versions]
Sharp Bounds for Sequential Federated Learning on Heterogeneous Data
[JMLR 2025*] [arXiv*] [Code]