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
Selected Publications

    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

    Nature Communications, 16(1), 2013, 2025

    [paper] [code]

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

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

    Conference on Neural Information Processing Systems (NeurIPS), 2024

    [paper] [code]

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

    Zhanyu Liu, Jianrong Ding, Guanjie Zheng

    European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), 2024

    [paper] [code]

    Push the Limit of Single-Chip mmWave Radar-Based Egomotion Estimation with Moving Objects in FoV

    Rong Ding, Haiming Jin, Jianrong Ding, Xiaocheng Wang, Guiyun Fan, Fengyuan Zhu, Xiaohua Tian, Linghe Kong

    ACM Conference on Embedded Networked Sensor Systems (SenSys), 2023

    [paper]
Experience
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