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Jinchao Huang

Ph.D. Student
The Chinese University of Hong Kong
jchuang (at) link.cuhk.edu.hk


About Me

I am a Ph.D. student in the Database Group at The Chinese University of Hong Kong, starting in Fall 2023, supervised by Prof. Sibo Wang. I received my Bachelor’s Degree in University of Science and Technology of China (2023), my undergraduate advisor was Prof. Xue Chen.

Research Interests

My current research interests include algorithms for big data with theoretical guarantees.

Publications

  1. DIPS: Optimal Dynamic Index for Poisson πps Sampling.
    Jinchao Huang, Sibo Wang.
    Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (SIGKDD), to appear, 2025.
  2. Efficient Concurrent Algorithms for Updates to Persistent Binary Search Trees.
    Guanhao Hou, Jinchao Huang, Fangyuan Zhang, Sibo Wang.
    Proceedings of the VLDB Endowment (PVLDB), to appear, 2025.
  3. Subset Sampling and Its Extensions.
    Jinchao Huang, Sibo Wang.
    Preprint, 2024.
  4. Efficient Approximation Framework for Attribute Recommendation.
    Xingguang Chen, Fangyuan Zhang, Jinchao Huang, Sibo Wang.
    Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2024).
  5. FICOM: An Effective and Scalable Active Learning Framework for GNNs on Semi-supervised Node Classification.
    Xingyi Zhang*, Jinchao Huang*, Fangyuan Zhang, Sibo Wang. (* denotes equal contribution)
    International Journal on Very Large Data Bases (VLDBJ 2024).

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