Yuyu Luo

Orcid: 0000-0001-9530-3327

Affiliations:

Tsinghua University, China

According to our database¹, Yuyu Luo authored at least 38 papers between 2016 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

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PhD thesis

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Bibliography

2024

Designing self-organizing systems using surrogate models and the compromise decision support problem construct.

[BibT_eX]

[DOI]

Adv. Eng. Informatics, 2024

VerifAI: Verified Generative AI.

[BibT_eX]

[DOI]

Proceedings of the 14th Conference on Innovative Data Systems Research, 2024

2023

Towards Natural Language Interfaces for Data Visualization: A Survey.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., June, 2023

Data Management for Machine Learning: A Survey.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., May, 2023

Learned Data-aware Image Representations of Line Charts for Similarity Search.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, 2023

GoodCore: Data-effective and Data-efficient Machine Learning through Coreset Selection over Incomplete Data.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, 2023

Demystifying Artificial Intelligence for Data Preparation.

[BibT_eX]

[DOI]

Proceedings of the Companion of the 2023 International Conference on Management of Data, 2023

A User Intent Recognition Model for Medical Queries Based on Attentional Interaction and Focal Loss Boost.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Neural Computing for Advanced Applications, 2023

2022

Interactively discovering and ranking desired tuples by data exploration.

[BibT_eX]

[DOI]

VLDB J., 2022

Natural Language to Visualization by Neural Machine Translation.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2022

Steerable Self-Driving Data Visualization.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Selective Data Acquisition in the Wild for Model Charging.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2022

Sevi: Speech-to-Visualization through Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

An Early Prediction and Label Smoothing Alignment Strategy for User Intent Classification of Medical Queries.

[BibT_eX]

[DOI]

Proceedings of the Neural Computing for Advanced Applications, 2022

Synthesizing Privacy Preserving Entity Resolution Datasets.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Feature Augmentation with Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

RW-Tree: A Learned Workload-aware Framework for R-tree Construction.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

GALVIS: Visualization Construction through Example-Powered Declarative Programming.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

CrowdChart: Crowdsourced Data Extraction From Visualization Charts.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Automatic Data Acquisition for Deep Learning.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

nvBench: A Large-Scale Synthesized Dataset for Cross-Domain Natural Language to Visualization Task.

[BibT_eX]

[DOI]

Yuyu Luo

Jiawei Tang

Guoliang Li

CoRR, 2021

Synthesizing Natural Language to Visualization (NL2VIS) Benchmarks from NL2SQL Benchmarks.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Ranking Desired Tuples by Database Exploration.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

2020

Making data visualization more efficient and effective: a survey.

[BibT_eX]

[DOI]

VLDB J., 2020

DeepTrack: Monitoring and Exploring Spatio-Temporal Data - A Case of Tracking COVID-19 -.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2020

VisClean: Interactive Cleaning for Progressive Visualization.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2020

DeepEye: A Data Science System for Monitoring and Exploring COVID-19 Data.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2020

Interactively Discovering and Ranking Desired Tuples without Writing SQL Queries.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Conference on Management of Data, 2020

Human-in-the-loop Outlier Detection.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Conference on Management of Data, 2020

Interactive Cleaning for Progressive Visualization through Composite Questions.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Crowdsourcing-based Data Extraction from Visualization Charts.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

2019

Towards Automatic Mathematical Exercise Solving.

[BibT_eX]

[DOI]

Data Sci. Eng., 2019

MathGraph: A Knowledge Graph for Automatically Solving Mathematical Exercises.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2019

2018

DeepEye: An automatic big data visualization framework.

[BibT_eX]

[DOI]

Big Data Min. Anal., 2018

DeepEye: Creating Good Data Visualizations by Keyword Search.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Conference on Management of Data, 2018

DeepEye: Towards Automatic Data Visualization.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

DeepEye: Visualizing Your Data by Keyword Search.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Extending Database Technology, 2018

2016

Optimization for Accelerating Large Scale Agent Based Simulation.

[BibT_eX]

[DOI]

Proceedings of the Theory, Methodology, Tools and Applications for Modeling and Simulation of Complex Systems, 2016

Yuyu Luo

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