Yuyu Luo

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 49

Top Topics

Data Visualization

Machine Learning

Natural Language Interface

Top Venues

SIGMOD Conference

Proc. VLDB Endow.

Publications

Yong Wang, Kaiyu Li, Yuyu Luo, Guoliang Li, Yunyan Guo, Zhuo Wang
Fast, Robust and Interpretable Participant Contribution Estimation for Federated Learning. ICDE (2024)
Yupeng Xie, Yuyu Luo, Jianhua Feng
Navi: Data Analysis System Powered by Natural Language Interaction. Int. J. Softw. Informatics 14 (1) (2024)
Zhenjun Ming, Yuyu Luo, Guoxin Wang, Yan Yan, Janet K. Allen, Farrokh Mistree
Designing self-organizing systems using surrogate models and the compromise decision support problem construct. Adv. Eng. Informatics 59 (2024)
Yizhang Zhu, Shiyin Du, Boyan Li, Yuyu Luo, Nan Tang
Are Large Language Models Good Statisticians? CoRR (2024)
Yilin Ye, Jianing Hao, Yihan Hou, Zhan Wang, Shishi Xiao, Yuyu Luo, Wei Zeng
Generative AI for visualization: State of the art and future directions. Vis. Informatics 8 (1) (2024)
Boyan Li, Yuyu Luo, Chengliang Chai, Guoliang Li, Nan Tang
The Dawn of Natural Language to SQL: Are We Fully Ready? CoRR (2024)
Jianing Hao, Zhuowen Liang, Chunting Li, Yuyu Luo, Wei Zeng
VisLTR: Visualization-in-the-Loop Table Reasoning. CoRR (2024)
Nan Tang, Chenyu Yang, Ju Fan, Lei Cao, Yuyu Luo, Alon Y. Halevy
VerifAI: Verified Generative AI. CIDR (2024)
Yupeng Xie, Yuyu Luo, Guoliang Li, Nan Tang
HAIChart: Human and AI Paired Visualization System. CoRR (2024)
Guozheng Li, Runfei Li, Yunshan Feng, Yu Zhang, Yuyu Luo, Chi Harold Liu
CoInsight: Visual Storytelling for Hierarchical Tables With Connected Insights. IEEE Trans. Vis. Comput. Graph. 30 (6) (2024)
Yilin Ye, Jianing Hao, Yihan Hou, Zhan Wang, Shishi Xiao, Yuyu Luo, Wei Zeng
Generative AI for Visualization: State of the Art and Future Directions. CoRR (2024)
Chengliang Chai, Kaisen Jin, Nan Tang, Ju Fan, Lianpeng Qiao, Yuping Wang, Yuyu Luo, Ye Yuan, Guoren Wang
Mitigating Data Scarcity in Supervised Machine Learning Through Reinforcement Learning Guided Data Generation. ICDE (2024)
Yuyu Luo, Yi Xie, Enliang Yan, Lap-Kei Lee, Fu Lee Wang, Tianyong Hao
A User Intent Recognition Model for Medical Queries Based on Attentional Interaction and Focal Loss Boost. NCAA (2) (2023)
Yuyu Luo, Yihui Zhou, Nan Tang, Guoliang Li, Chengliang Chai, Leixian Shen
Learned Data-aware Image Representations of Line Charts for Similarity Search. Proc. ACM Manag. Data 1 (1) (2023)
Chengliang Chai, Nan Tang, Ju Fan, Yuyu Luo
Demystifying Artificial Intelligence for Data Preparation. SIGMOD Conference Companion (2023)
Chengliang Chai, Jiayi Wang, Yuyu Luo, Zeping Niu, Guoliang Li
Data Management for Machine Learning: A Survey. IEEE Trans. Knowl. Data Eng. 35 (5) (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. Proc. ACM Manag. Data 1 (2) (2023)
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 Trans. Vis. Comput. Graph. 29 (6) (2023)
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)
Chengliang Chai, Jiabin Liu, Nan Tang, Guoliang Li, Yuyu Luo
Selective Data Acquisition in the Wild for Model Charging. Proc. VLDB Endow. 15 (7) (2022)
Jiabin Liu, Chengliang Chai, Yuyu Luo, Yin Lou, Jianhua Feng, Nan Tang
Feature Augmentation with Reinforcement Learning. ICDE (2022)
Yuyu Luo, Zhenjie Huang, Leung-Pun Wong, Choujun Zhan, Fu Lee Wang, Tianyong Hao
An Early Prediction and Label Smoothing Alignment Strategy for User Intent Classification of Medical Queries. NCAA (1) (2022)
Yuyu Luo, Xuedi Qin, Chengliang Chai, Nan Tang, Guoliang Li, Wenbo Li
Steerable Self-Driving Data Visualization. IEEE Trans. Knowl. Data Eng. 34 (1) (2022)
Yuyu Luo, Nan Tang, Guoliang Li, Jiawei Tang, Chengliang Chai, Xuedi Qin
Natural Language to Visualization by Neural Machine Translation. IEEE Trans. Vis. Comput. Graph. 28 (1) (2022)
Leixian Shen, Enya Shen, Zhiwei Tai, Yun Wang, Yuyu Luo, Jianmin Wang
GALVIS: Visualization Construction through Example-Powered Declarative Programming. CIKM (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. VLDB J. 31 (4) (2022)
Jiawei Tang, Yuyu Luo, Mourad Ouzzani, Guoliang Li, Hongyang Chen
Sevi: Speech-to-Visualization through Neural Machine Translation. SIGMOD Conference (2022)
Xuedi Qin, Chengliang Chai, Nan Tang, Jian Li, Yuyu Luo, Guoliang Li, Yaoyu Zhu
Synthesizing Privacy Preserving Entity Resolution Datasets. ICDE (2022)
Xuedi Qin, Chengliang Chai, Yuyu Luo, Tianyu Zhao, Nan Tang, Guoliang Li, Jianhua Feng, Xiang Yu, Mourad Ouzzani
Ranking Desired Tuples by Database Exploration. ICDE (2021)
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. CoRR (2021)
Jiabin Liu, Fu Zhu, Chengliang Chai, Yuyu Luo, Nan Tang
Automatic Data Acquisition for Deep Learning. Proc. VLDB Endow. 14 (12) (2021)
Chengliang Chai, Guoliang Li, Ju Fan, Yuyu Luo
CrowdChart: Crowdsourced Data Extraction From Visualization Charts. IEEE Trans. Knowl. Data Eng. 33 (11) (2021)
Yuyu Luo, Jiawei Tang, Guoliang Li
nvBench: A Large-Scale Synthesized Dataset for Cross-Domain Natural Language to Visualization Task. CoRR (2021)
Yuyu Luo, Nan Tang, Guoliang Li, Chengliang Chai, Wenbo Li, Xuedi Qin
Synthesizing Natural Language to Visualization (NL2VIS) Benchmarks from NL2SQL Benchmarks. SIGMOD Conference (2021)
Xuedi Qin, Chengliang Chai, Yuyu Luo, Nan Tang, Guoliang Li
Interactively Discovering and Ranking Desired Tuples without Writing SQL Queries. SIGMOD Conference (2020)
Chengliang Chai, Guoliang Li, Ju Fan, Yuyu Luo
Crowdsourcing-based Data Extraction from Visualization Charts. ICDE (2020)
Xuedi Qin, Yuyu Luo, Nan Tang, Guoliang Li
Making data visualization more efficient and effective: a survey. VLDB J. 29 (1) (2020)
Yuyu Luo, Chengliang Chai, Xuedi Qin, Nan Tang, Guoliang Li
VisClean: Interactive Cleaning for Progressive Visualization. Proc. VLDB Endow. 13 (12) (2020)
Yuyu Luo, Nan Tang, Guoliang Li, Wenbo Li, Tianyu Zhao, Xiang Yu
DeepEye: A Data Science System for Monitoring and Exploring COVID-19 Data. IEEE Data Eng. Bull. 43 (2) (2020)
Chengliang Chai, Lei Cao, Guoliang Li, Jian Li, Yuyu Luo, Samuel Madden
Human-in-the-loop Outlier Detection. SIGMOD Conference (2020)
Yuyu Luo, Chengliang Chai, Xuedi Qin, Nan Tang, Guoliang Li
Interactive Cleaning for Progressive Visualization through Composite Questions. ICDE (2020)
Yuyu Luo, Wenbo Li, Tianyu Zhao, Xiang Yu, Lixi Zhang, Guoliang Li, Nan Tang
DeepTrack: Monitoring and Exploring Spatio-Temporal Data - A Case of Tracking COVID-19 -. Proc. VLDB Endow. 13 (12) (2020)
Tianyu Zhao, Chengliang Chai, Yuyu Luo, Jianhua Feng, Yan Huang, Songfan Yang, Haitao Yuan, Haoda Li, Kaiyu Li, Fu Zhu, Kang Pan
Towards Automatic Mathematical Exercise Solving. Data Sci. Eng. 4 (3) (2019)
Tianyu Zhao, Yan Huang, Songfan Yang, Yuyu Luo, Jianhua Feng, Yong Wang, Haitao Yuan, Kang Pan, Kaiyu Li, Haoda Li, Fu Zhu
MathGraph: A Knowledge Graph for Automatically Solving Mathematical Exercises. DASFAA (1) (2019)
Xuedi Qin, Yuyu Luo, Nan Tang, Guoliang Li
DeepEye: An automatic big data visualization framework. Big Data Min. Anal. 1 (1) (2018)
Yuyu Luo, Xuedi Qin, Nan Tang, Guoliang Li
DeepEye: Towards Automatic Data Visualization. ICDE (2018)
Yuyu Luo, Xuedi Qin, Nan Tang, Guoliang Li, Xinran Wang
DeepEye: Creating Good Data Visualizations by Keyword Search. SIGMOD Conference (2018)
Xuedi Qin, Yuyu Luo, Nan Tang, Guoliang Li
DeepEye: Visualizing Your Data by Keyword Search. EDBT (2018)
Zhen Li, Gang Guo, Bin Chen, Liang Ma, Yuyu Luo, Xiaogang Qiu
Optimization for Accelerating Large Scale Agent Based Simulation. AsiaSim/SCS AutumnSim (1) (2016)