Yuyu Luo

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Dept. of CST@Tsinghua University

Email: luoyy18[at]mails.tsinghua.edu.cn
Office: Room 10-204, East Main Building, Tsinghua.

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About Me

I am Yuyu Luo (骆昱宇 in Chinese), currently a third-year graduate student in the Dept. of Computer Science and Technology (CST), Tsinghua University. I am a member of Database Group of Tsinghua and under the supervision of Prof. Guoliang Li. I also fortunately have Dr. Nan Tang from Qatar Computing Research Institute (QCRI) as my external advisor. Before that, I received my B.Eng. from the University of Electronic Science and Technology of China in 2018.

My research aims to “Speeding up Data Analysis” by building systems (tools) to simplify data analysis pipeline, i.e., assisting users to leverage and make sense of their datasets more easily, efficiently, and effectively.

Selected Publications

    Year 2021
  1. Synthesizing Natural Language to Visualization (NL2VIS) Benchmarks from NL2SQL Benchmarks
    Yuyu Luo, Nan Tang, Guoliang Li, Chengliang Chai, Wenbo Li, Xuedi Qin
    ACM SIGMOD Conference on Management of Data (SIGMOD), Xi'an, China, 2021

  2. Ranking Desired Tuples by Database Exploration
    Xuedi Qin, Chengliang Chai, Yuyu Luo, Tianyu Zhao, Nan Tang, Guoliang Li, Jianhua Feng, Xiang Yu, Mourad Ouzzani.
    The 37th IEEE International Conference on Data Engineering (ICDE), Chania, Crete, Greece, 2021

  3. Year 2020
  4. DeepTrack: Monitoring and Exploring Spatio-Temporal Data
    – A Case of Tracking COVID-19 –

    Yuyu Luo, Wenbo Li, Guoliang Li, Nan Tang
    VLDB 2020.
  5. VisClean: Interactive Cleaning for Progressive Visualization.
    Yuyu Luo, Chengliang Chai, Xuedi Qin, Nan Tang, Guoliang Li.
    VLDB 2020. [Video Demonstration]
  6. Interactive Cleaning for Progressive Visualization through Composite Questions.
    Yuyu Luo, Chengliang Chai, Xuedi Qin, Nan Tang, Guoliang Li.
    IEEE ICDE 2020. [Video]
  7. Steerable Self-driving Data Visualization.
    Yuyu Luo, Xuedi Qin, Chengliang Chai, Nan Tang, Guoliang Li, Wenbo Li.
    IEEE TKDE 2020.
  8. Human-in-the-loop Outlier Detection
    Chengliang Chai, Lei Cao, Guoliang Li, Jian Li, Yuyu Luo, Samuel Madden.
    ACM SIGMOD 2020.
  9. Interactively Discovering and Ranking Desired Tuples without Writing SQL Queries.
    Xuedi Qin, Chengliang Chai, Yuyu Luo, Nan Tang, Guoliang Li.
    ACM SIGMOD 2020. [Video Demonstration]
  10. Crowdsourcing-based Data Extraction from Visualization Charts (Short).
    Chengliang Chai, Guoliang Li, Ju Fan, Yuyu Luo.
    IEEE ICDE 2020.
  11. CrowdChart: Crowdsourced-based Data Extraction from Visualization Chart.
    Chengliang Chai, Guoliang Li, Ju Fan, Yuyu Luo.
    IEEE TKDE 2020.

  12. Year 2019
  13. Making Data Visualization More Efficient and Effective: A Survey.
    Xuedi Qin, Yuyu Luo, Nan Tang, Guoliang Li.
    The VLDB Journal.
  14. MathGraph: A Knowledge Graph for Automatically Solving Mathematical Exercises.
    Tianyu Zhao, Yan Huang, Songfan Yang, Yuyu Luo, et al.
    DASFAA 2019. (Best Paper Award)

  15. Year 2018
  16. DeepEye: Towards Automatic Data Visualization.
    Yuyu Luo, Xuedi Qin, Nan Tang, Guoliang Li.
    IEEE ICDE 2018. [DeepEye-APIs (Python3.6)]
  17. DeepEye: Creating Good Data Visualizations by Keyword Search (Demo).
    Yuyu Luo, Xuedi Qin, Nan Tang, Guoliang Li, Xinran Wang.
    ACM SIGMOD 2018. [Project Page] [Online Demo]

Selected Awards