Yu-Hang Zhou @ LAMDA

Image Chinese name
Yu-Hang Zhou (Y.-H. Zhou)

M.Sc. Student, LAMDA Group
Department of Computer Science and Technology
State Key Laboratory for Novel Software Technology
Nanjing University, Nanjing 210023, China

Room 113, Building of Computer Science and Technology,
Xianlin Campus of Nanjing University
Email:,

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Supervisor

Professor Zhi-Hua Zhou.

Biography

I received my M.Sc. degree from Department of Computer Science and Technology from Nanjing University and joined Alibaba DAMO Academy in June 2018.
I received my B.Sc. degree in Computer Science and Technology in June 2015 from Nanjing University. In the same year, I was admitted to study for a M.Sc. degree in Nanjing University without entrance examination.

Research Interest

I am interested in Machine Learning and Data Mining.

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Publication

  1. Non-stationary Continuum-armed Bandits for Online Hyperparameter Optimization.
    Shiyin Lu, Yu-Hang Zhou, Jing-Cheng Shi, Wenya Zhu, Qingtao Yu, Qing-Guo Chen, Qing Da, Lijun Zhang.
    In: Proceedings of the 15th International Conference on Web Search and Data Mining, 2022 (WSDM'22).

  2. A Primal-Dual Online Algorithm for Online Matching Problem in Dynamic Environments.
    Yu-Hang Zhou, Peng Hu, Chen Liang, Huan Xu, Guangda Huzhang, Yinfu Feng, Qing Da, Xinshang Wang, An-Xiang Zeng.
    In: Proceedings of the 35th AAAI Conference on Artificial Intelligence, 2021 (AAAI'21).

  3. Maximizing Cumulative User Engagement in Sequential Recommendation: An Online Optimization Perspective.
    Yifei Zhao, Yu-Hang Zhou, Mingdong Ou, Huan Xu, Nan Li.
    In: Proceedings of the 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020 (KDD'20).

  4. Robust Online Matching with User Arrival Distribution Drift.
    Yu-Hang Zhou, Chen Liang, Nan Li, Cheng Yang, Shenghuo Zhu, Rong Jin.
    In: Proceedings of the 33rd AAAI Conference on Artificial Intelligence, 2019 (AAAI'19).

  5. Large margin distribution learning with cost interval and unlabeled data.
    Yu-Hang Zhou, Zhi-Hua Zhou.
    IEEE Transactions on Knowledge and Data Engineering (TKDE), 2016, 28(7): 1749-1763.

  6. 代价敏感大间隔分布学习机.
    周宇航, 周志华.
    计算机研究与发展, 2016, 53 (9):1964-1970.



Teaching Assistant

  1. Programming in Java, Fall, 2015



Academic Service

  1. Program Committee Member: IJCAI 2021,2022; AAAI 2020,2021,2022


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Awards & Honors

  • Excellent Graduate of Nanjing University. Nanjing, 2018
  • National Graduate Scholarship. Nanjing, 2016
  • Best Student Paper Award, CCFAI. Taiyuan, 2015
  • Excellent Graduate of Nanjing University. Nanjing, 2015
  • Fujitsu Software Scholarship. Nanjing, 2014
  • Red Sun Scholarship Major Award (only 20 students in Nanjing University achieved that year). Nanjing, 2013
  • National Undergraduate Scholarship. Nanjing, 2012


Mail:
State Key Laboratory for Novel Software Technology, Nanjing University, Xianlin Campus Mailbox 603, 163 Xianlin Avenue, Qixia District, Nanjing 210023, China (in Chinese:)
南京市栖霞区仙林大道163号，南京大学仙林校区603信箱，软件新技术国家重点实验室，210023。
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