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Siyuan Dong

董思远
Ph.D. Student
University of Michigan, Ann Arbor

Biography

I am a CS Ph.D. student at University of Michigan, Ann Arbor, advised by Prof. Lin Ma. I have immersed myself in research for two years and studied widely in database and networking system.

I finished my Bachelor degree in Computer Science and Technology at Peking University, where I worked on approximate algorithms in data streams and computer network systems with Prof. Tong Yang. I also finished my Bachelor degree in Economics at Peking University.

Publications

Google Scholar

  • M4: A Framework for Per-Flow Quantile Estimation
    • Siyuan Dong, Zhuochen Fan, Tianyu Bai, Tong Yang, Hanyu Xue, Peiqing Chen and Yuhan Wu.
    2024 IEEE 40th International Conference on Data Engineering (ICDE '24).
    [PDF] [Code]
  • Kvsagg: Secure aggregation of distributed key-value sets
    • Yuhan Wu, Siyuan Dong (Co-first) , Yi Zhou, Yikai Zhao, Fangcheng Fu, Tong Yang, Chaoyue Niu, Fan Wu, and Bin Cui
    2023 IEEE 39th International Conference on Data Engineering (ICDE '23).
    [PDF] [Code]
  • MicroscopeSketch: Accurate Sliding Estimation Using Adaptive Zooming
    • Yuhan Wu, Shiqi Jiang, Siyuan Dong (Co-first), Zheng Zhong, Jiale Chen, Yutong Hu, Tong Yang, Steve Uhlig, and Bin Cui.
    2023 ACM 29th Conference on Knowledge Discovery and Data Mining (SIGKDD '23).
    [PDF] [Code]
  • Unbiased Real-time Traffic Sketching
    • Yuhan Wu, Shiqi Jiang, Yifei Xu, Siyuan Dong, Kaicheng Yang, Peiqing Chen, and Tong Yang.
    2023 IEEE Transactions on Network Science and Engineering.
    [PDF] [Code]
  • HoppingSketch: More Accurate Temporal Membership Query and Frequency Query
    • Zhuochen Fan, Yubo Zhang, Siyuan Dong, Yi Zhou, Fangyi Liu, Tong Yang, Steve Uhlig, and Bin Cui.
    2022 IEEE Transactions on Knowledge and Data Engineering.
    [PDF] [Code]