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Yuyu Luo
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- affiliation: Tsinghua University, China
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2020 – today
- 2024
- [j22]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: 102350 (2024) - [j21]Yupeng Xie, Yuyu Luo, Jianhua Feng:
Navi: Data Analysis System Powered by Natural Language Interaction. Int. J. Softw. Informatics 14(1): 57-72 (2024) - [j20]Yupeng Xie, Yuyu Luo, Guoliang Li, Nan Tang:
HAIChart: Human and AI Paired Visualization System. Proc. VLDB Endow. 17(11): 3178-3191 (2024) - [j19]Boyan Li, Yuyu Luo, Chengliang Chai, Guoliang Li, Nan Tang:
The Dawn of Natural Language to SQL: Are We Fully Ready? [Experiment, Analysis \u0026 Benchmark ]. Proc. VLDB Endow. 17(11): 3318-3331 (2024) - [j18]Guozheng Li
CoInsight: Visual Storytelling for Hierarchical Tables With Connected Insights. IEEE Trans. Vis. Comput. Graph. 30(6): 3049-3061 (2024) - [j17]Yilin Ye
Generative AI for visualization: State of the art and future directions. Vis. Informatics 8(1): 43-66 (2024) - [c24]Nan Tang, Chenyu Yang, Ju Fan, Lei Cao, Yuyu Luo, Alon Y. Halevy:
VerifAI: Verified Generative AI. CIDR 2024 - [c23]Zhengxuan Zhang, Yin Wu, Yuyu Luo, Nan Tang:
MAR: Matching-Augmented Reasoning for Enhancing Visual-based Entity Question Answering. EMNLP 2024: 1520-1530 - [c22]Yifan Wu, Lutao Yan, Leixian Shen, Yunhai Wang, Nan Tang, Yuyu Luo:
ChartInsights: Evaluating Multimodal Large Language Models for Low-Level Chart Question Answering. EMNLP (Findings) 2024: 12174-12200 - [c21]Yong Wang, Kaiyu Li, Yuyu Luo, Guoliang Li, Yunyan Guo, Zhuo Wang:
Fast, Robust and Interpretable Participant Contribution Estimation for Federated Learning. ICDE 2024: 2298-2311 - [c20]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: 3613-3626 - [i9]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 abs/2404.18144 (2024) - [i8]Boyan Li, Yuyu Luo, Chengliang Chai, Guoliang Li, Nan Tang:
The Dawn of Natural Language to SQL: Are We Fully Ready? CoRR abs/2406.01265 (2024) - [i7]Jianing Hao, Zhuowen Liang, Chunting Li, Yuyu Luo, Wei Zeng:
VisLTR: Visualization-in-the-Loop Table Reasoning. CoRR abs/2406.03753 (2024) - [i6]Yizhang Zhu, Shiyin Du, Boyan Li, Yuyu Luo, Nan Tang:
Are Large Language Models Good Statisticians? CoRR abs/2406.07815 (2024) - [i5]Yupeng Xie, Yuyu Luo, Guoliang Li, Nan Tang:
HAIChart: Human and AI Paired Visualization System. CoRR abs/2406.11033 (2024) - [i4]Xinyu Liu, Shuyu Shen, Boyan Li, Peixian Ma, Runzhi Jiang, Yuyu Luo, Yuxin Zhang, Ju Fan, Guoliang Li, Nan Tang:
A Survey of NL2SQL with Large Language Models: Where are we, and where are we going? CoRR abs/2408.05109 (2024) - [i3]Leixian Shen, Haotian Li, Yun Wang, Tianqi Luo, Yuyu Luo, Huamin Qu:
Data Playwright: Authoring Data Videos with Annotated Narration. CoRR abs/2410.03093 (2024) - 2023
- [j16]Yuyu Luo
Learned Data-aware Image Representations of Line Charts for Similarity Search. Proc. ACM Manag. Data 1(1): 88:1-88:29 (2023) - [j15]Chengliang Chai
GoodCore: Data-effective and Data-efficient Machine Learning through Coreset Selection over Incomplete Data. Proc. ACM Manag. Data 1(2): 157:1-157:27 (2023) - [j14]Chengliang Chai
Data Management for Machine Learning: A Survey. IEEE Trans. Knowl. Data Eng. 35(5): 4646-4667 (2023) - [j13]Leixian Shen
Towards Natural Language Interfaces for Data Visualization: A Survey. IEEE Trans. Vis. Comput. Graph. 29(6): 3121-3144 (2023) - [c19]Yuyu Luo, Yi Xie, Enliang Yan, Lap-Kei Lee
A User Intent Recognition Model for Medical Queries Based on Attentional Interaction and Focal Loss Boost. NCAA (2) 2023: 245-259 - [c18]Chengliang Chai
Demystifying Artificial Intelligence for Data Preparation. SIGMOD Conference Companion 2023: 13-20 - 2022
- [j12]Chengliang Chai, Jiabin Liu, Nan Tang, Guoliang Li, Yuyu Luo:
Selective Data Acquisition in the Wild for Model Charging. Proc. VLDB Endow. 15(7): 1466-1478 (2022) - [j11]Yuyu Luo
Steerable Self-Driving Data Visualization. IEEE Trans. Knowl. Data Eng. 34(1): 475-490 (2022) - [j10]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): 217-226 (2022) - [j9]Xuedi Qin, Chengliang Chai, Yuyu Luo, Tianyu Zhao, Nan Tang, Guoliang Li
Interactively discovering and ranking desired tuples by data exploration. VLDB J. 31(4): 753-777 (2022) - [c17]Leixian Shen, Enya Shen, Zhiwei Tai, Yun Wang, Yuyu Luo, Jianmin Wang
GALVIS: Visualization Construction through Example-Powered Declarative Programming. CIKM 2022: 4975-4979 - [c16]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: 2073-2085 - [c15]Xuedi Qin, Chengliang Chai, Nan Tang, Jian Li, Yuyu Luo, Guoliang Li, Yaoyu Zhu:
Synthesizing Privacy Preserving Entity Resolution Datasets. ICDE 2022: 2359-2371 - [c14]Jiabin Liu, Chengliang Chai, Yuyu Luo, Yin Lou, Jianhua Feng, Nan Tang:
Feature Augmentation with Reinforcement Learning. ICDE 2022: 3360-3372 - [c13]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: 115-128 - [c12]Jiawei Tang, Yuyu Luo, Mourad Ouzzani, Guoliang Li, Hongyang Chen:
Sevi: Speech-to-Visualization through Neural Machine Translation. SIGMOD Conference 2022: 2353-2356 - 2021
- [j8]Jiabin Liu, Fu Zhu, Chengliang Chai, Yuyu Luo, Nan Tang:
Automatic Data Acquisition for Deep Learning. Proc. VLDB Endow. 14(12): 2739-2742 (2021) - [j7]Chengliang Chai
CrowdChart: Crowdsourced Data Extraction From Visualization Charts. IEEE Trans. Knowl. Data Eng. 33(11): 3537-3549 (2021) - [c11]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: 1973-1978 - [c10]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: 1235-1247 - [i2]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 abs/2109.03506 (2021) - [i1]Yuyu Luo, Jiawei Tang, Guoliang Li:
nvBench: A Large-Scale Synthesized Dataset for Cross-Domain Natural Language to Visualization Task. CoRR abs/2112.12926 (2021) - 2020
- [j6]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): 121-132 (2020) - [j5]Yuyu Luo, Chengliang Chai, Xuedi Qin, Nan Tang, Guoliang Li:
VisClean: Interactive Cleaning for Progressive Visualization. Proc. VLDB Endow. 13(12): 2821-2824 (2020) - [j4]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): 2841-2844 (2020) - [j3]Xuedi Qin, Yuyu Luo, Nan Tang, Guoliang Li
Making data visualization more efficient and effective: a survey. VLDB J. 29(1): 93-117 (2020) - [c9]Yuyu Luo, Chengliang Chai, Xuedi Qin, Nan Tang, Guoliang Li:
Interactive Cleaning for Progressive Visualization through Composite Questions. ICDE 2020: 733-744 - [c8]Chengliang Chai, Guoliang Li, Ju Fan, Yuyu Luo:
Crowdsourcing-based Data Extraction from Visualization Charts. ICDE 2020: 1814-1817 - [c7]Chengliang Chai, Lei Cao
Human-in-the-loop Outlier Detection. SIGMOD Conference 2020: 19-33 - [c6]Xuedi Qin, Chengliang Chai, Yuyu Luo, Nan Tang, Guoliang Li:
Interactively Discovering and Ranking Desired Tuples without Writing SQL Queries. SIGMOD Conference 2020: 2745-2748
2010 – 2019
- 2019
- [j2]Tianyu Zhao
Towards Automatic Mathematical Exercise Solving. Data Sci. Eng. 4(3): 179-192 (2019) - [c5]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: 760-776 - 2018
- [j1]Xuedi Qin, Yuyu Luo, Nan Tang, Guoliang Li:
DeepEye: An automatic big data visualization framework. Big Data Min. Anal. 1(1): 75-82 (2018) - [c4]Xuedi Qin, Yuyu Luo, Nan Tang, Guoliang Li:
DeepEye: Visualizing Your Data by Keyword Search. EDBT 2018: 441-444 - [c3]Yuyu Luo, Xuedi Qin, Nan Tang, Guoliang Li:
DeepEye: Towards Automatic Data Visualization. ICDE 2018: 101-112 - [c2]Yuyu Luo, Xuedi Qin, Nan Tang, Guoliang Li, Xinran Wang:
DeepEye: Creating Good Data Visualizations by Keyword Search. SIGMOD Conference 2018: 1733-1736 - 2016
- [c1]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: 165-175
Coauthor Index
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last updated on 2024-11-15 19:35 CET by the dblp team
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