Yuyu Luo

About Yuyu Luo

Yuyu Luo, With an exceptional h-index of 15 and a recent h-index of 15 (since 2020), a distinguished researcher at Tsinghua University, specializes in the field of AI for Data Analytics, Data Exploration, Visualization.

His recent articles reflect a diverse array of research interests and contributions to the field:

Generative AI for Visualization: State of the Art and Future Directions

CoInsight: Visual Storytelling for Hierarchical Tables with Connected Insights

Fast, Robust and Interpretable Participant Contribution Estimation for Federated Learning

VerifAI: Verified Generative AI

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

Demystifying Artificial Intelligence for Data Preparation

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

GALVIS: visualization construction through example-powered declarative programming

Yuyu Luo Information

University

Position

___

Citations(all)

1010

Citations(since 2020)

998

Cited By

162

hIndex(all)

15

hIndex(since 2020)

15

i10Index(all)

19

i10Index(since 2020)

19

Email

University Profile Page

Google Scholar

Yuyu Luo Skills & Research Interests

AI for Data Analytics

Data Exploration

Visualization

Top articles of Yuyu Luo

Generative AI for Visualization: State of the Art and Future Directions

2024/4/28

CoInsight: Visual Storytelling for Hierarchical Tables with Connected Insights

IEEE Transactions on Visualization and Computer Graphics

2024

Fast, Robust and Interpretable Participant Contribution Estimation for Federated Learning

2024

VerifAI: Verified Generative AI

arXiv preprint arXiv:2307.02796

2023/7/6

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

Proceedings of the ACM on Management of Data

2023/6/20

Demystifying Artificial Intelligence for Data Preparation

2023/6/4

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

Proceedings of the ACM on Management of Data

2023/5/30

GALVIS: visualization construction through example-powered declarative programming

2022/10/17

Interactively discovering and ranking desired tuples by data exploration

The VLDB Journal

2022/7

Sevi: Speech-to-visualization through neural machine translation

2022/6/10

Rw-tree: A learned workload-aware framework for r-tree construction

2022/5/9

Feature augmentation with reinforcement learning

2022/5/9

Synthesizing Privacy Preserving Entity Resolution Datasets

2022/5/9

Selective data acquisition in the wild for model charging

Proceedings of the VLDB Endowment

2022/3/1

Data management for machine learning: A survey

IEEE Transactions on Knowledge and Data Engineering

2022/2/4

Towards natural language interfaces for data visualization: A survey

2022/2/1

An efficient marker gene excision strategy based on CRISPR/Cas9-mediated homology-directed repair in rice

International Journal of Molecular Sciences

2022/1/29

Yaxi Wang
Yaxi Wang

H-Index: 3

Yuyu Luo
Yuyu Luo

H-Index: 5

nvBench: A large-scale synthesized dataset for cross-domain natural language to visualization task

arXiv preprint arXiv:2112.12926

2021/12/24

Yuyu Luo
Yuyu Luo

H-Index: 5

Guoliang Li
Guoliang Li

H-Index: 15

Natural language to visualization by neural machine translation

IEEE Transactions on Visualization and Computer Graphics

2021/11/16

Automatic data acquisition for deep learning

Proceedings of the VLDB Endowment

2021/7/1

Chengliang Chai
Chengliang Chai

H-Index: 8

Yuyu Luo
Yuyu Luo

H-Index: 5

See List of Professors in Yuyu Luo University(Tsinghua University)

Co-Authors

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