Jianrong Ding

rafaelding@link.cuhk.edu.hk

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Hi, my name is 丁健容 (Jianrong Ding). I'm a Ph.D. student at The Chinese University of Hong Kong advised by Prof. Qiang Xu.

Before that, I obtained my bachelor's degree in artificial intelligence from Shanghai Jiao Tong University in 2025. I was advisd by Prof. Guanjie Zheng during my undergraduate study. From June to September 2024, I worked as a research assistant at the lab of Prof. Xinyu Zhang from University of California San Diego.

Education
Experience
Selected Publications

  1. In arXiv '26

    FAME: Forecasting Academic Impact via Continuous-Time Manifold Evolution

    Jianrong Ding, Jianyuan Zhong, Zhengyan Shi, Qiang Xu

    [paper] [code]

  2. In arXiv '25

    Concept-SAE: Active Causal Probing of Visual Model Behavior

    Jianrong Ding*, Muxi Chen*, Chenchen Zhao, Qiang Xu

    [paper] [code]

  3. NeurIPS '24

    CondTSF: One-line Plugin of Dataset Condensation for Time Series Forecasting

    Jianrong Ding*, Zhanyu Liu*, Guanjie Zheng, Haiming Jin, Linghe Kong

    [paper] [code]

  4. Nature Communications '25

    Big-data Empowered Traffic Signal Control Could Reduce Urban Carbon Emission

    Kan Wu, Jianrong Ding, Jingli Lin, Guanjie Zheng, Yi Sun, Jie Fang, Tu Xu, Yongdong Zhu, Baojing Gu

    [paper] [code]

  5. ECML PKDD '24

    Frequency Enhanced Pre-training for Cross-city Few-shot Traffic Forecasting

    Zhanyu Liu, Jianrong Ding, Guanjie Zheng

    [paper] [code]
Honors & Scholarships
  1. Outstanding Graduate of Shanghai Province, 2025
  2. Nomination Award for Rongchang Technology Innovation Scholarship, 2024
  3. Zhiyuan A-Class Overseas Research Scholarship, 2024
Teaching Assistant
  1. CUHK ENGG1110, Problem Solving By Programming, Fall 2025
  2. CUHK CSCI5640, Natural Language Processing, Spring 2026