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.
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Education
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The Chinese University of Hong Kong
Ph.D. in Computer Science and Engineering
Sept. 2025 - present
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Shanghai Jiao Tong University
B.E. in Artificial Intelligence (Honor Class)
Sept. 2021 - June. 2025
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Experience
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Lingjun Investment
Quantitative Research Intern
June. 2025 - Sept. 2025
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Shanghai Artificial Intelligence Laboratory
AI Algorithm Research Intern
Nov. 2024 - April. 2025
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University of California San Diego
Research Assistant advised by Prof. Xinyu Zhang
June. 2024 - Sept. 2024
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Selected Publications
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Concept-SAE: Active Causal Probing of Visual Model Behavior
Jianrong Ding*, Muxi Chen*, Chenchen Zhao, Qiang Xu
In arXiv, 2025
[paper] [code]
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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]
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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]
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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]
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Honors & Scholarships
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Outstanding Graduate of Shanghai Province, 2025
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Nomination Award for Rongchang Technology Innovation Scholarship, 2024
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Zhiyuan A-Class Overseas Research Scholarship, 2024
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Teaching Assistant
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CUHK ENGG1110, Problem Solving By Programming, Fall 2025
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