PhD in Computer Science and Technology
Tsinghua University, 2023
Assistant Professor
Thrust of Data Science and Analytics
Scopus:
ResearcherID:
Google Scholar:
ORCID:
Intelligent Visualization and Visual Analytics
Orchestrating Data Analytics Pipelines
Data-centric Artificial Intelligence
Data Management for Data Science
Yuyu Luo, Yihui Zhou, Nan Tang, Guoliang Li, Chengliang Chai, Leixian Shen, “Learned Data-aware Image Representations of Line Charts for Similarity Search“, SIGMOD 2023.
Chengliang Chai, Jiabin Liu, Nan Tang, Ju Fan, Dongjing Miao, Jiayi Wang, Yuyu Luo, Guoliang Li, “GoodCore: Data-effective and Data-efficient Machine Learning through Coreset Selection over Incomplete Data“, SIGMOD 2023.
Chengliang Chai, Nan Tang, Ju Fan, Yuyu Luo, “Demystifying Artificial Intelligence for Data Preparation“, SIGMOD 2023 (Tutorial Track).
Yuyu Luo, Xuedi Qin, Chengliang Chai, Nan Tang, Guoliang Li, Wenbo Li, “Steerable Self-driving Data Visualization“, IEEE TKDE 2022.
Jiawei Tang, Yuyu Luo*, Mourad Ouzzani, Guoliang Li, Hongyang Chen, “Sevi: Speech-to-Visualization through Neural Machine Translation“, ACM SIGMOD 2022 (Demo Track).
Chengliang Chai, Jiayi Wang, Yuyu Luo*, Zeping Niu, Guoliang Li, “Data Management for Machine Learning: A Survey“, IEEE TKDE 2022.
Leixian Shen, Enya Shen, Yuyu Luo, Xiaocong Yang, Xuming Hu, Xiongshuai Zhang, Zhiwei Tai, Jianmin Wang, “Towards Natural Language Interfaces for Data Visualization: A Survey“, IEEE TVCG 2022.
Chengliang Chai, Jiabin Liu, Nan Tang, Guoliang Li, Yuyu Luo, “Selective Data Acquisition in the Wild for Model Charging“,
VLDB 2022.
Jiabin Liu, Chengliang Chai, Yuyu Luo, Yin Lou, Jianhua Feng, Nan Tang, “Feature Augmentation with Reinforcement Learning“, ICDE 2022.
Haowen Dong, Chengliang Chai, Yuyu Luo, Jiabin Liu, Jianhua Feng, Chaoqun Zhan, “RW-Tree: A Learned Workload-aware Framework for R-tree Construction“, ICDE 2022.
Xuedi Qin, Chengliang Chai, Yuyu Luo, Tianyu Zhao, Nan Tang, Guoliang Li, Jianhua Feng, Xiang Yu, Mourad Ouzzani, “Interactively Discovering and Ranking Desired Tuples by Data Exploration“, The VLDB Journal 2022.
Leixian Shen, Enya Shen, Zhiwei Tai, Yun Wang, Yuyu Luo, Jianmin Wang, “GALVIS: Visualization Construction through Example-Powered Declarative Programming“, CIKM 2022 (Best Demo Paper Honorable Mention)