About Me

I am Yuyu Luo (骆昱宇 in Chinese), currently a third-year Ph.D. student in the Department of Computer Science, 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 2020
1. DeepTrack: Monitoring and Exploring Spatio-Temporal Data
   – A Case of Tracking COVID-19 –
   Yuyu Luo, Wenbo Li, Guoliang Li, Nan Tang
   VLDB 2020. [Online Demo]
2. VisClean: Interactive Cleaning for Progressive Visualization.
   Yuyu Luo, Chengliang Chai, Xuedi Qin, Nan Tang, Guoliang Li.
   VLDB 2020. [Video Demonstration]
3. Interactive Cleaning for Progressive Visualization through Composite Questions.
   Yuyu Luo, Chengliang Chai, Xuedi Qin, Nan Tang, Guoliang Li.
   IEEE ICDE 2020. [Video]
4. Steerable Self-driving Data Visualization.
   Yuyu Luo, Xuedi Qin, Chengliang Chai, Nan Tang, Guoliang Li, Wenbo Li.
   IEEE TKDE 2020.
5. Human-in-the-loop Outlier Detection
   Chengliang Chai, Lei Cao, Guoliang Li, Jian Li, Yuyu Luo, Samuel Madden.
   ACM SIGMOD 2020.
6. 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]
7. Crowdsourcing-based Data Extraction from Visualization Charts (Short).
   Chengliang Chai, Guoliang Li, Ju Fan, Yuyu Luo.
   IEEE ICDE 2020.
8. CrowdChart: Crowdsourced-based Data Extraction from Visualization Chart.
   Chengliang Chai, Guoliang Li, Ju Fan, Yuyu Luo.
   IEEE TKDE 2020.

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

Year 2018
11. DeepEye: Towards Automatic Data Visualization.
    Yuyu Luo, Xuedi Qin, Nan Tang, Guoliang Li.
    IEEE ICDE 2018. [DeepEye-APIs (Python3.6)]
12. 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

• 2020 - China National Scholarship, Ministry of Education of China.
• 2019 - Comprehensive Excellent First-Class Scholarship, by Tsinghua.
• 2019 - Excellent Paper Award – Big Data Mining and Analytics.
• 2019 - DASFAA 2019 Best Paper Award.
• 2018 - Outstanding Graduate of Sichuan Province, China. (Top 0.1%)
• 2018 - Outstanding Undergraduate Dissertation, by UESTC. (Top 1%)
• 2017 - China National Scholarship, Ministry of Education of China. (Top 2% Nationwide)
• 2017 - First Prize Award, National College Student Information Security Contest.
• 2016&2015 - The Top-Class People’s Scholarship, by UESTC. (Top 1%)

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