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Huishuai Zhang | Peking University
Assistant Professor
Peking University
zhanghuishuai (at) pku.edu.cn
Huishuai Zhang
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. My research work aims at large language models, differential private machine learning and optimization.
Research Interests
- Large Language Model, Machine Learning, Differential Privacy
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
Conference Proceedings
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Haoxiang Wang, Zinan Lin, Da Yu, Huishuai Zhang$^*$Conference on Neural Information Processing Systems (NeurIPS), 2025
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Huishuai Zhang^$, Bohan Wang^$, Luoxin ChenEMNLP 2025
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Zekai Zhang, Yiduo Guo, Jiuheng Lin, Shanghaoran Quan, Huishuai Zhang^*, Dongyan Zhao^*EMNLP 2025
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Yueqian Wang, Xiaojun Meng, Yuxuan Wang, Jianxin Liang, Jiansheng Wei, Huishuai Zhang^*, Dongyan Zhao^*EMNLP 2025
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Danlong Yuan, Jiahao Liu, Bei Li, Huishuai Zhang, Jingang Wang, Xunliang Cai, Dongyan ZhaoEMNLP 2025
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Xiaoxi Sun, Jianxin Liang, Yueqian Wang, Huishuai Zhang^*, Dongyan Zhao^*IJCAI 2025
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Jingwei Li, Jing Xu, Zifan Wang, Huishuai Zhang, Jingzhao ZhangICML 2025
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Zhuocheng Gong, Jian Guan, Wei Wu, Huishuai Zhang, Dongyan ZhaoICML 2025
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Yiduo Guo, Jie Fu, Huishuai Zhang, Dongyan ZhaoACL 2025 (Volume 1 – Long Papers)
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Jianxin Liang, Xiaojun Meng, Huishuai Zhang, Yueqian Wang, Jiansheng Wei, Dongyan ZhaoNAACL 2025 (Long Papers)
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Xin Cheng, Xun Wang, Xingxing Zhang, Tao Ge, Si-Qing Chen, Furu Wei, Huishuai Zhang^*, Dongyan Zhao^*Conference on Neural Information Processing Systems (NeurIPS), 2024
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Bohan Wang, Yushun Zhang, Huishuai Zhang^*, Qi Meng, Ruoyu Sun, Zhi-Ming Ma, Tie-Yan Liu, Zhi-Quan Luo, Wei ChenKDD 2024
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Chulin Xie, Zinan Lin, Arturs Backurs, Sivakanth Gopi, Da Yu, Huseyin Inan, Harsha Nori, Haotian Jiang, Huishuai Zhang, Yin Tat Lee, Bo Li, Sergey YekhaninICML 2024
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Puheng Li, Zhong Li, Huishuai Zhang^*, Jiang BianConference on Neural Information Processing Systems (NeurIPS), 2023
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Kaipeng Zheng, Huishuai Zhang, Weiran HuangConference on Neural Information Processing Systems (NeurIPS), 2023
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Kun Song, Huimin Ma, Bochao Zou, Huishuai Zhang, Weiran HuangConference on Neural Information Processing Systems (NeurIPS), 2023
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Prin Phunyaphibarn, Junghyun Lee, Bohan Wang, Huishuai Zhang, Chulhee YunNeurIPS 2023 Workshop on Mathematics of Modern Machine Learning (Oral)
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Bohan Wang, Jingwen Fu, Huishuai Zhang, Nanning Zheng, Wei ChenConference on Neural Information Processing Systems (NeurIPS), 2023
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Bohan Wang, Huishuai Zhang, Zhi-Ming Ma, Wei ChenConference on Learning Theory (COLT), 2023
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Jiyan He, Xuechen Li, Da Yu, Huishuai Zhang, Janardhan Kulkarni, Yin Tat Lee, Arturs Backurs, Nenghai Yu, Jiang BianInternational Conference on Learning Representations (ICLR), 2023
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Quanlin Wu, Hang Ye, Yuntian Gu, Huishuai Zhang, Liwei Wang, Di HeInternational Conference on Learning Representations (ICLR), 2023
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Huishuai Zhang, Da Yu, Yiping Lu, Di HeAISTATS, 2023
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Hangting Ye, Zhining Liu, Xinyi Shen, Wei Cao, Shun Zheng, Xiaofan Gui, Huishuai Zhang, Yi Chang, Jiang BianICDE, 2023
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Junyao Gao, Xinyang Jiang, Huishuai Zhang, Yifan Yang, Shuguang Dou, Dongsheng Li, Duoqian Miao, Cheng Den, Cairong ZhaoAAAI, 2023
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Bohan Wang, Qi Meng, Huishuai Zhang, Ruoyu Sun, Wei Chen, Zhi-Ming Ma, Tie-Yan LiuNeurIPS, 2022
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Zeke Xie, Xinrui Wang, Huishuai Zhang, Issei Sato, Masashi SugiyamaICML, 2022
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Da Yu, Huishuai Zhang, Wei Chen, Jian Yin, Tie-Yan LiuKDD, 2022
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Tianyu Pang, Huishuai Zhang, Di He, Yinpeng Dong, Hang Su, Wei Chen, Jun Zhu, Tie-Yan LiuCVPR, 2022
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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 ZhangInternational Conference on Learning Representations (ICLR), 2022
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Bohan Wang, Huishuai Zhang, Jieyu Zhang, Qi Meng, Wei Chen, Tie-Yan LiuNeurIPS, 2021
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Da Yu, Huishuai Zhang, Wei Chen, Jian Yin, Tie-Yan LiuICML, 2021
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Da Yu, Huishuai Zhang, Wei Chen, Tie-Yan LiuInternational Conference on Learning Representations (ICLR), 2021
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Da Yu, Huishuai Zhang, Wei Chen, Jian Yin, Tie-Yan LiuAAAI, 2021
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Ruibin Xiong, Yunchang Yang, Di He, Kai Zheng, Shuxin Zheng, Chen Xing, Huishuai Zhang, Yanyan Lan, Liwei Wang, Tie-Yan LiuICML, 2020
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Da Yu, Huishuai Zhang, Wei Chen, Jian Yin, Tie-Yan LiuIJCAI, 2020
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Yi Zhou, Junjie Yang, Huishuai Zhang, Yingbin LiangInternational Conference on Learning Representations (ICLR), 2019
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Qi Meng, Shuxin Zheng, Huishuai Zhang, Wei Chen, Qiwei Ye, Zhi-Ming Ma, Nenghai Yu, Tie-Yan LiuInternational Conference on Learning Representations (ICLR), 2019
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Qi Meng, Shuxin Zheng, Huishuai Zhang, Nenghai Yu, Tie-Yan Liu, Wei ChenAAAI Conference on Artificial Intelligence, 2019
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Mingyang Yi, Huishuai Zhang, Wei Chen, Zhiming Ma, Tie-Yan LiuIJCAI, 2019
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Huishuai Zhang, Wei Chen, Tie-Yan LiuNeural Information Processing Systems (NeurIPS), December 2018
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Huishuai Zhang, Yingbin LiangNeural Information Processing System (NeurIPS), Barcelona, Spain, December 2016
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Yi Zhou, Huishuai Zhang, Yingbin LiangAllerton Conference, Champaign, Illinois, September 2016
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Yi Zhou, Huishuai Zhang, Yingbin LiangAllerton Conference on Communication, Control and Computing, Champaign, Illinois, September 2016
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Huishuai Zhang, Yuejie Chi, Yingbin LiangICML, New York City, USA, June 2016
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Huishuai Zhang, Yi Zhou, Yingbin LiangNeural Information Processing Systems (NIPS), Montreal, Canada, December 2015
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Huishuai Zhang, Yingbin Liang, Lifeng LaiProc. IEEE International Symposium on Information Theory (ISIT), Hong Kong, China, June 2015
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Huishuai Zhang, Yingbin Liang, Lifeng Lai, Shlomo ShamaiProc. IEEE International Symposium on Information Theory (ISIT), Hong Kong, China, June 2015
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Huishuai Zhang, Yingbin Liang, Lifeng LaiProc. IEEE Information Theory Workshop (ITW), Hobart, Tasmania, Australia, November 2014
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Huishuai Zhang, Yingbin Liang, Lifeng LaiProc. Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, USA, November 2014
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Huishuai Zhang, Lifeng Lai, Yingbin Liang, Hua WangProc. IEEE International Symposium on Information Theory (ISIT), Honolulu, HI, USA, June 2014
Journals
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Chao Zhou^$, Huishuai Zhang^$, Jiang Bian, Weiming Zhang, Nenghai YuTransactions on Machine Learning Research (TMLR), 2025
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Da Yu, Gautam Kamath, Janardhan Kulkarni, Tie-Yan Liu, Jian Yin, Huishuai ZhangTransactions on Machine Learning Research (TMLR), 2024
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Da Yu, Sivakanth Gopi, Janardhan Kulkarni, Zinan Lin, Saurabh Naik, Tomasz Lukasz Religa, Jian Yin, Huishuai ZhangTransactions on Machine Learning Research (TMLR), 2024
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Huishuai Zhang, Da Yu, Mingyang Yi, Wei Chen, Tie-Yan LiuMachine Learning, Springer, 2022
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Yi Zhou, Yingbin Liang, Huishuai ZhangMachine Learning, Springer, 2022
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Shicong Cen, Huishuai Zhang, Yuejie Chi, Wei Chen, Tie-Yan LiuIEEE Transactions on Signal Processing, vol. 68, pp. 3976-3989, 2020
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Yuanxin Li, Yuejie Chi, Huishuai Zhang, Yingbin LiangInformation and Inference: A Journal of the IMA, vol. 9, no. 2, pp. 289-325, 2020
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Huishuai Zhang, Yuejie Chi, Yingbin LiangIEEE Transactions on Information Theory, 2018
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Huishuai Zhang, Yi Zhou, Yingbin Liang, Yuejie ChiJournal of Machine Learning Research, 2017
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Huishuai Zhang, Yingbin Liang, Lifeng Lai, Shlomo ShamaiIEEE Transactions on Information Theory, 2017
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Huishuai Zhang, Lifeng Lai, Yingbin Liang, Hua WangIEEE Transaction on Information Theory, 60(10):6389-6398, October 2014
PrePrints
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Minseon Kim, Hyomin Lee, Boqing Gong, Huishuai Zhang and Sung Ju HwangArXiv
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Xiaodong Yang, Huishuai Zhang, Wei Chen and Tie-Yan LiuArXiv
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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