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Yong Liu

Ph.D. Student
Tsinghua University
liuyong21@mails.tsinghua.edu.cn


About Me

I am currently a PhD student (from fall, 2021) at the School of Software of Tsinghua University and a member of the THUML, advised by Prof. MingSheng Long.

My research interests cover Time Series Analysis and Deep Learning. I am currently working on foundation time series models, large time series models, and multi-modal time series models. In addition to pure research, I also dedicate myself to promoting research on valuable real-world applications. My research aims to contribute to the advancement of intelligent systems capable of handling massive and complicated temporal data across domains, including finance, healthcare, industry, and environment.

For more information, you may take a look at my Google Scholar and GitHub.

News

Publications & Preprints

  1. arXiv
    Yong Liu*, Guo Qin*, Xiangdong Huang, Jianmin Wang, Mingsheng Long#
    arXiv preprint, 2024.

  2. ICML
    Yong Liu*, Haoran Zhang*, Chenyu Li*, Xiangdong Huang, Jianmin Wang, Mingsheng Long#
    International Conference on Machine Learning, 2024.

  3. NeurIPS
    Yong Liu*, Guo Qin*, Xiangdong Huang, Jianmin Wang, Mingsheng Long#
    Conference on Neural Information Processing Systems, 2024.

  4. ICLR
    Yong Liu*, Tengge Hu*, Haoran Zhang*, Haixu Wu, Shiyu Wang, Lintao Ma, Mingsheng Long#
    International Conference on Learning Representations, 2024.

  5. NeurIPS
    Yuxuan Wang*, Haixu Wu*, Jiaxiang Dong, Guo Qin, Haoran Zhang, Yong Liu, Yunzhong Qiu, Jianmin Wang, Mingsheng Long#
    Conference on Neural Information Processing Systems, 2024.

  6. ICLR
    Haiwu Wu*, Tengge Hu*, Yong Liu*, Hang Zhou, Jianmin Wang, Mingsheng Long#
    International Conference on Learning Representations, 2023.

  7. arXiv
    Yuxuan Wang*, Haixu Wu*, Jiaxiang Dong, Yong Liu, Mingsheng Long, Jianmin Wang#
    arXiv preprint, 2024.

  8. NeurIPS
    Yong Liu*, Chenyu Li*, Jianmin Wang, Mingsheng Long#
    Conference on Neural Information Processing Systems, 2023.

  9. NeurIPS
    Yong Liu*, Haiwu Wu*, Jianmin Wang, Mingsheng Long#
    Conference on Neural Information Processing Systems, 2022.

  10. JMLR
    Kaichao You*, Yong Liu*, Ziyang Zhang, Jianmin Wang, Michael I. Jordan, Mingsheng Long#
    Journal of Machine Learning Research, 2022.

  11. ICML
    Kaichao You*, Yong Liu*, Jianmin Wang, Mingsheng Long#
    International Conference on Machine Learning, 2021.

Selected Projects

Deep Models for Time Series

Algorithm Library

System and Applications

Invited Talks

Services

Academic Services

Teaching Experiences

Education

Honors & Awards


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