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Huishuai Zhang

Assistant Professor
Peking University
zhanghuishuai (at) pku.edu.cn


About Me

Hello! This is Huishuai Zhang. I am an assistant professor at Wangxuan Institute of Computer Technology, Peking University starting from Jan. 2024. Before joining academia, I was a Principal Researcher at Microsoft Research Asia. Before that, I have spent 5 years in Syracuse University, 3 years in Chinese Academy of Sciences and 4 years in University of Science and Technology of China (USTC). My research work aims at large language models, differential private machine learning and optimization.

Research Interests

News

We have opening positions for PhDs and Research Interns (not limited to PKU, work online). If you are interested, please contact me freely! 长期招收实习生(可远程校外实习, 申请2025年秋季入学博士/硕士的学生,建议先联系实习),如感兴趣请直接联系我!

Publications

PrePrints

  1. Chao Zhou, Huishuai Zhang, Jiang Bian, Weiming Zhang, Nenghai Yu
    ArXiv
  2. Minseon Kim, Hyomin Lee, Boqing Gong, Huishuai Zhang and Sung Ju Hwang
    ArXiv
  3. Xiaodong Yang, Huishuai Zhang, Wei Chen and Tie-Yan Liu
    ArXiv, submitted to TMLR

Conference Proceedings

  1. Bohan Wang, Yushun Zhang, Huishuai Zhang^*, Qi Meng, Ruoyu Sun, Zhi-Ming Ma, Tie-Yan Liu, Zhi-Quan Luo, Wei Chen
    KDD 2024
  2. Chulin Xie, Zinan Lin, Arturs Backurs, Sivakanth Gopi, Da Yu, Huseyin Inan, Harsha Nori, Haotian Jiang, Huishuai Zhang, Yin Tat Lee, Bo Li, Sergey Yekhanin
    ICML 2024
  3. Puheng Li, Zhong Li, Huishuai Zhang^*, Jiang Bian
    Conference on Neural Information Processing Systems (NeurIPS), 2023
  4. Kaipeng Zheng, Huishuai Zhang, Weiran Huang
    Conference on Neural Information Processing Systems (NeurIPS), 2023
  5. Kun Song, Huimin Ma, Bochao Zou, Huishuai Zhang, Weiran Huang
    Conference on Neural Information Processing Systems (NeurIPS), 2023
  6. Prin Phunyaphibarn, Junghyun Lee, Bohan Wang, Huishuai Zhang, Chulhee Yun
    NeurIPS 2023 Workshop on Mathematics of Modern Machine Learning (Oral)
  7. Bohan Wang, Jingwen Fu, Huishuai Zhang, Nanning Zheng, Wei Chen
    Conference on Neural Information Processing Systems (NeurIPS), 2023
  8. Bohan Wang, Huishuai Zhang, Zhi-Ming Ma, Wei Chen
    Conference on Learning Theory (COLT), 2023
  9. Jiyan He, Xuechen Li, Da Yu, Huishuai Zhang, Janardhan Kulkarni, Yin Tat Lee, Arturs Backurs, Nenghai Yu, Jiang Bian
    International Conference on Learning Representations (ICLR), 2023
  10. Quanlin Wu, Hang Ye, Yuntian Gu, Huishuai Zhang, Liwei Wang, Di He
    International Conference on Learning Representations (ICLR), 2023
  11. Huishuai Zhang, Da Yu, Yiping Lu, Di He
    AISTATS, 2023
  12. Hangting Ye, Zhining Liu, Xinyi Shen, Wei Cao, Shun Zheng, Xiaofan Gui, Huishuai Zhang, Yi Chang, Jiang Bian
    ICDE, 2023
  13. Junyao Gao, Xinyang Jiang, Huishuai Zhang, Yifan Yang, Shuguang Dou, Dongsheng Li, Duoqian Miao, Cheng Den, Cairong Zhao
    AAAI, 2023
  14. Bohan Wang, Qi Meng, Huishuai Zhang, Ruoyu Sun, Wei Chen, Zhi-Ming Ma, Tie-Yan Liu
    NeurIPS, 2022
  15. Zeke Xie, Xinrui Wang, Huishuai Zhang, Issei Sato, Masashi Sugiyama
    ICML, 2022
  16. Da Yu, Huishuai Zhang, Wei Chen, Jian Yin, Tie-Yan Liu
    KDD, 2022
  17. Tianyu Pang, Huishuai Zhang, Di He, Yinpeng Dong, Hang Su, Wei Chen, Jun Zhu, Tie-Yan Liu
    CVPR, 2022
  18. Da Yu, Saurabh Naik, Arturs Backurs, Sivakanth Gopi, Huseyin A Inan, Gautam Kamath, Janardhan Kulkarni, Yin Tat Lee andre Manoel, Lukas Wutschitz, Sergey Yekhanin, Huishuai Zhang
    International Conference on Learning Representations (ICLR), 2022
  19. Bohan Wang, Huishuai Zhang, Jieyu Zhang, Qi Meng, Wei Chen, Tie-Yan Liu
    NeurIPS, 2021
  20. Da Yu, Huishuai Zhang, Wei Chen, Jian Yin, Tie-Yan Liu
    ICML, 2021
  21. Da Yu, Huishuai Zhang, Wei Chen, Tie-Yan Liu
    International Conference on Learning Representations (ICLR), 2021
  22. Da Yu, Huishuai Zhang, Wei Chen, Jian Yin, Tie-Yan Liu
    AAAI, 2021
  23. Ruibin Xiong, Yunchang Yang, Di He, Kai Zheng, Shuxin Zheng, Chen Xing, Huishuai Zhang, Yanyan Lan, Liwei Wang, Tie-Yan Liu
    ICML, 2020
  24. Da Yu, Huishuai Zhang, Wei Chen, Jian Yin, Tie-Yan Liu
    IJCAI, 2020
  25. Yi Zhou, Junjie Yang, Huishuai Zhang, Yingbin Liang
    International Conference on Learning Representations (ICLR), 2019
  26. Qi Meng, Shuxin Zheng, Huishuai Zhang, Wei Chen, Qiwei Ye, Zhi-Ming Ma, Nenghai Yu, Tie-Yan Liu
    International Conference on Learning Representations (ICLR), 2019
  27. Qi Meng, Shuxin Zheng, Huishuai Zhang, Nenghai Yu, Tie-Yan Liu, Wei Chen
    AAAI Conference on Artificial Intelligence, 2019
  28. Mingyang Yi, Huishuai Zhang, Wei Chen, Zhiming Ma, Tie-Yan Liu
    IJCAI, 2019
  29. Huishuai Zhang, Wei Chen, Tie-Yan Liu
    Neural Information Processing Systems (NeurIPS), December 2018
  30. Huishuai Zhang, Yingbin Liang
    Neural Information Processing System (NeurIPS), Barcelona, Spain, December 2016
  31. Yi Zhou, Huishuai Zhang, Yingbin Liang
    Allerton Conference, Champaign, Illinois, September 2016
  32. Yi Zhou, Huishuai Zhang, Yingbin Liang
    Allerton Conference on Communication, Control and Computing, Champaign, Illinois, September 2016
  33. Huishuai Zhang, Yuejie Chi, Yingbin Liang
    ICML, New York City, USA, June 2016
  34. Huishuai Zhang, Yi Zhou, Yingbin Liang
    Neural Information Processing Systems (NIPS), Montreal, Canada, December 2015
  35. Huishuai Zhang, Yingbin Liang, Lifeng Lai
    Proc. IEEE International Symposium on Information Theory (ISIT), Hong Kong, China, June 2015
  36. Huishuai Zhang, Yingbin Liang, Lifeng Lai, Shlomo Shamai
    Proc. IEEE International Symposium on Information Theory (ISIT), Hong Kong, China, June 2015
  37. Huishuai Zhang, Yingbin Liang, Lifeng Lai
    Proc. IEEE Information Theory Workshop (ITW), Hobart, Tasmania, Australia, November 2014
  38. Huishuai Zhang, Yingbin Liang, Lifeng Lai
    Proc. Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, USA, November 2014
  39. Huishuai Zhang, Lifeng Lai, Yingbin Liang, Hua Wang
    Proc. IEEE International Symposium on Information Theory (ISIT), Honolulu, HI, USA, June 2014

Journals

  1. Huishuai Zhang, Da Yu, Mingyang Yi, Wei Chen, Tie-Yan Liu
    Machine Learning, Springer, 2022
  2. Yi Zhou, Yingbin Liang, Huishuai Zhang
    Machine Learning, Springer, 2022
  3. Shicong Cen, Huishuai Zhang, Yuejie Chi, Wei Chen, Tie-Yan Liu
    IEEE Transactions on Signal Processing, vol. 68, pp. 3976-3989, 2020
  4. Yuanxin Li, Yuejie Chi, Huishuai Zhang, Yingbin Liang
    Information and Inference: A Journal of the IMA, vol. 9, no. 2, pp. 289-325, 2020
  5. Huishuai Zhang, Yuejie Chi, Yingbin Liang
    IEEE Transactions on Information Theory, 2018
  6. Huishuai Zhang, Yi Zhou, Yingbin Liang, Yuejie Chi
    Journal of Machine Learning Research, 2017
  7. Huishuai Zhang, Yingbin Liang, Lifeng Lai, Shlomo Shamai
    IEEE Transactions on Information Theory, 2017
  8. Huishuai Zhang, Lifeng Lai, Yingbin Liang, Hua Wang
    IEEE Transaction on Information Theory, 60(10):6389-6398, October 2014

Services

I co-organized the workshop on Machine Learning Theory and Foundations with Lily Sun, Prof. Jingzhao Zhang, Prof. Pengkun Yang from Tsinghua University, and Greg Yang.

Conference Reviewers

Journal Reviewers


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