Yifan Hu (胡逸凡)

Yifan Hu (胡逸凡)

Master student @Tsinghua University

I am currently in the first year of my Master’s degree in Computer Science at Tsinghua University, under the mentorship of Prof. Shu-Tao Xia. I work closely with Prof. Tao Dai and Prof. Dawei Cheng. Before that, I completed my undergraduate studies in Data Science at Tongji University, with a minor in Finance at Fudan University.

My research interests focus on:

  • Time Series Forecasting
  • QuantitativeTrading
  • LLM Agents

📧 Concat

email: huyf0122[at]gmail[dot]com

🔥 News

  • 2026.01:  🎉🎉 Two papers are accepted by ICLR 2026!
  • 2025.10:  🎉🎉 One paper is accepted by ICAIF 2025 Workshop as best paper!
  • 2025.05:  🎉🎉 Two papers are accepted by ICML 2025!
  • 2024.12:  🎉🎉 One paper is accepted by AAAI 2025!

📝 Publications

Notes:（*）indicates the equal contributions.

ICLR 2026
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Bridging Past and Future: Distribution-Aware Alignment for Time Series Forecasting

Yifan Hu, Jie Yang, Tian Zhou, Peiyuan Liu, Yujin Tang, Rong Jin, Liang Sun

Paper Code Stars

ICLR 2026
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Unlocking the Essence of Beauty: Advanced Aesthetic Reasoning with Relative-Absolute Policy Optimization

Boyang Liu*, Yifan Hu*, Senjie Jin, Shihan Dou, Gonglei Shi, Jie Shao, Tao Gui, Xuanjing Huang

Paper Code Stars

ICAIFW Best Paper
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FinTSB: A Comprehensive and Practical Benchmark for Financial Time Series Forecasting

Yifan Hu, Yuante Li, Peiyuan Liu, Yuxia Zhu, Naiqi Li, Tao Dai, Shu-tao Xia, Dawei Cheng, and Changjun Jiang

Paper Code Stars Awesome-Papers Stars

ICML, 2025
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TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting

Yifan Hu, Guibin Zhang, Peiyuan Liu, Disen Lan, Naiqi Li, Dawei Cheng, Tao Dai, Shu-Tao Xia, and Shirui Pan

Paper Code Stars

ICML, 2025
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TimeBridge: Non-Stationarity Matters for Long-term Time Series Forecasting

Peiyuan Liu*, Beiliang Wu*, Yifan Hu*, Naiqi Li, Tao Dai, Jigang Bao, and Shu-Tao Xia

Paper Code Stars

AAAI, 2025
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Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting

Yifan Hu, Peiyuan Liu, Peng Zhu, Dawei Cheng, and Tao Dai

Paper Code Stars

📖 Educations

  • 2025.09 - 2028.07 (expected), MSc in Computer Science, Tsinghua University
  • 2021.09 - 2025.06, Bachelor in Data Science, Tongji University
  • 2022.09 - 2024.06, Minor in Finance, Fudan University

🏆 Awards

  • 2025.06:  Outstanding Bachelor’s Degree Graduates at Tongji University.
  • 2022:  National Scholarship during my bachelor studying.

🔗 Service

  • Conference Reviewer
    • 2026: ICLR, AAAI