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Sijia Peng

  • Joined August 2024

Names

Sijia Peng (Preferred)
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Emails

****@m.fudan.edu.cn (Confirmed)
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Personal Links

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Career & Education History

PhD student
Computer Science, Fudan University (fudan.edu.cn)
2021 – 2025
 
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Advisors, Relations & Conflicts

PhD Advisor
Yangyong Zhu
2021 – 2025
 
PhD Advisor
Yun Xiong
2019 – 2021
 
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Expertise

No areas of expertise listed

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Publications

  • The Language of Time: a Language Model Perspective on Time Series Foundation Models

    Yi Xie, Yun Xiong, Ziyue Li, Hao Niu, Zejian Shi, Sijia Peng, Zhengfu Liu
    • Submitted to ICLR 2026
    • Readers: Everyone
  • Rethinking Time Encoding via Learnable Transformation Functions

    Xi Chen, Yateng Tang, Jiarong Xu, Jiawei Zhang, Siwei Zhang, Sijia Peng, Xuehao Zheng, Yun Xiong
    • ICML 2025 poster
    • Readers: Everyone
  • Mamba or Transformer for Time Series Forecasting? Mixture of Universals (MoU) Is All You Need

    Sijia Peng, Yun Xiong, Yangyong Zhu, Zhiqiang Shen
    • CoRR 2024
    • Readers: Everyone
  • Multi-task attributed graphical lasso and its application in fund classification

    Yao Zhang, Sijia Peng, Yun Xiong, Xiangnan Kong, Xinyue Liu, Yangyong Zhu
    • Published: 01 Jan 2022, Last Modified: 29 Jun 2023
    • World Wide Web 2022
    • Readers: Everyone

Co-Authors

  • Hao Niu
  • Jiarong Xu
  • Jiawei Zhang
  • Siwei Zhang
  • Xi Chen
  • Xiangnan Kong
  • Xinyue Liu
  • Xuehao Zheng
  • Yangyong Zhu
  • Yao Zhang
  • Yateng Tang
  • Yi Xie
  • Yun Xiong
  • Zejian Shi
  • Zhengfu Liu
  • Zhiqiang Shen
  • Ziyue Li
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