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Changlun LI, Tiger ๐Ÿฏ

Ph.D. Candidate
HKUST(GZ)
cli942[at]connect.hkust-gz.edu.cn


๐ŸŒŸ In me the tiger sniffs the rose. - Siegfried Sassoon

About Me

โ›ต๏ธ Education: I am a Ph.D. Candidate at the Data Science and Analytics Thrust (DSA), Information Hub, The Hong Kong University of Science and Technology (Guangzhou). I have been gracefully supervised by Prof. Nan Tang on conducting AI+Data research and co-supervised by Prof. Yuyu Luo.

Before that, I was endorsed a honored bachelor degree in Information Engineering with minor in Computer Science at The Chinese University of Hong Kong in 2020. Then, I worked as a data scientist at Measurable AI, where I derive consumer insights from transactional data of emerging markets for nearly 4 years.

๐Ÿ“š Research: I focus on applied AI/LLM research, including but not limited to:

๐Ÿ’น Entrepreneurship: I am the founder and CEO of Paradoox AI, a FinTech startup focused on trustworthy AI solutions for fund investment.

๐Ÿ’ฌ I am open to collaboration on any of the above topics, e.g., academic contributions, project consultation, open-source community, peer-review, etc. Please feel free to contact me via email.

News

Publications

  1. Time Travel is Cheating: Going Live with DeepFund for Real-Time Fund Investment Benchmarking NeurIPS 2025
    Changlun Li, Yao Shi, Chen Wang, Qiqi Duan, Runke Ruan, Weijie Huang, Haonan Long, Lijun Huang, Nan Tang, Yuyu Luo*
    Neural Information Processing Systems

  2. Weak-to-Strong Prompts with Lightweight-to-Powerful LLMs for High-Accuracy, Low-Cost, and Explainable Data Transformation VLDB 2025
    Changlun Li, Chenyu Yang, Yuyu Luo, Ju Fan, Nan Tang*
    International Conference on Very Large Data Bases

  3. Will LLMs be Professional at Fund Investment? DeepFund: A Live Arena Perspective IJCAI 2025
    Changlun Li, Yao Shi, Yuyu Luo, Nan Tang*
    International Joint Conference on Artificial Intelligence


  4. SketchFill: Sketch-Guided Code Generation for Imputing Derived Missing Values arXiv 2024

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