Yu-Jie Zhang @ SYI Lab, Utokyo

Ph.D. Student, Sugiyama-Yokoya-Ishida Lab
Department of Complexity Science and Engineering
Graduate School of Frontier Sciences
The University of Tokyo, Chiba, Japan

Email: yujie.zhang [at] ms.k.u-tokyo.ac.jp
Supervisor: Prof. Masashi Sugiyama.

[CV, Google Scholar, Github]
zhangyj_photo1.jpg 

About Me

I am a third year Ph.D. student of Department of Complexity Science and Engineering in the University of Tokyo and a member of SYI Lab. I also work as a research assistant on Beyond AI. Previously, I got my M.Sc. degree with the LAMDA Group, Nanjing University in June 2021 under the supervision of Prof. Zhi-Hua Zhou.

Research Interests

My research interests include Machine Learning and Data Mining. Currently, I am interested in


Conference Papers

Journal Paper

  • Optimistic Online Mirror Descent for Bridging Stochastic and Adversarial Online Convex Optimization. [conference version, Journal version, arXiv, bibtex]
    Sijia Chen, Yu-Jie Zhang, Wei-Wei Tu, Peng Zhao, and Lijun Zhang.
    Journal of Machine Learning Research (JMLR), to appear, 2024.

  • Adaptivity and Non-stationarity: Problem-dependent Dynamic Regret for Online Convex Optimization. [PDF, arXiv, bibtex]
    Peng Zhao, Yu-Jie Zhang, Lijun Zhang, and Zhi-Hua Zhou.
    Journal of Machine Learning Research (JMLR), 25(98):1−52, 2024.

  • Exploratory Machine Learning with Unknown Unknowns. [PDF, code, bibtex]
    Peng Zhao, Jia-Wei Shan, Yu-Jie Zhang and Zhi-Hua Zhou.
    Artificial Intelligence (AIJ), to appear, 2024.

Academic Service

  • Reviewer for Conferences: AAAI (2021, 2024), AISTATS (2021, 2022, 2023, 2024), ECAI (2020), ICLR (2022, 2023, 2024), ICML (2022, 2023, 2024), IJCAI (2020, 2021, 2022, 2023), NeurIPS (2021, 2022, 2023,2024), UAI (2022, 2023, 2024)
  • Reviewer for Journals: JMLR, IEEE TPAMI, FCS

Awards & Honors

  • NeurIPS 2023 Top Reviewer, 2023
  • UAI 2023 Top Reviewer, 2023
  • NeurIPS 2022 Top Reviewer, 2022
  • Todai Fellowship, 2021
  • Excellent Graduate of Nanjing University, Nanjing, 2021
  • National Graduate Scholarship for Master Student, MOE of PRC, 2020
  • Excellent Graduate of Tongji University, Shanghai, 2018
  • Shanghai Undergraduate Scholarship, Shanghai, 2017, 2016