Yuyu Luo

According to our database, Yuyu Luo authored at least 93 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Data Playwright: Authoring Data Videos With Annotated Narration.

Leixian Shen, Haotian Li, Yun Wang, Tianqi Luo, Yuyu Luo, Huamin Qu

IEEE Trans. Vis. Comput. Graph., September, 2025

Cost-effective Missing Value Imputation for Data-effective Machine Learning.

Chengliang Chai, Kaisen Jin, Nan Tang, Ju Fan, Dongjing Miao, Jiayi Wang, Yuyu Luo, Guoliang Li, Ye Yuan, Guoren Wang

ACM Trans. Database Syst., September, 2025

Trainable Dynamic Mask Sparse Attention.

Jingze Shi, Yifan Wu, Bingheng Wu, Yiran Peng, Liangdong Wang, Guang Liu, Yuyu Luo

CoRR, August, 2025

DeepVIS: Bridging Natural Language and Data Visualization Through Step-wise Reasoning.

Zhihao Shuai, Boyan Li, Siyu Yan, Yuyu Luo, Weikai Yang

CoRR, August, 2025

ChartMark: A Structured Grammar for Chart Annotation.

Yiyu Chen, Yifan Wu, Shuyu Shen, Yupeng Xie, Leixian Shen, Hui Xiong, Yuyu Luo

CoRR, July, 2025

How Does Empirical Research Facilitate Creation Tool Design? A Data Video Perspective.

Leixian Shen, Leni Yang, Haotian Li, Yun Wang, Yuyu Luo, Huamin Qu

CoRR, July, 2025

Reinforcement learning for hybrid charging stations planning and operation considering fixed and mobile chargers.

Yanchen Zhu, Honghui Zou, Chufan Liu, Yuyu Luo, Yuankai Wu, Yuxuan Liang

CoRR, June, 2025

TransXSSM: A Hybrid Transformer State Space Model with Unified Rotary Position Embedding.

Bingheng Wu, Jingze Shi, Yifan Wu, Nan Tang, Yuyu Luo

CoRR, June, 2025

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting.

Yifan Wu, Jingze Shi, Bingheng Wu, Jiayi Zhang, Xiaotian Lin, Nan Tang, Yuyu Luo

CoRR, May, 2025

ChartCards: A Chart-Metadata Generation Framework for Multi-Task Chart Understanding.

Yifan Wu, Lutao Yan, Leixian Shen, Yinan Mei, Jiannan Wang, Yuyu Luo

CoRR, May, 2025

Time Travel is Cheating: Going Live with DeepFund for Real-Time Fund Investment Benchmarking.

Changlun Li, Yao Shi, Chen Wang, Qiqi Duan, Runke Ruan, Weijie Huang, Haonan Long, Lijun Huang, Yuyu Luo, Nan Tang

CoRR, May, 2025

Boosting Text-to-Chart Retrieval through Training with Synthesized Semantic Insights.

Yifan Wu, Lutao Yan, Yizhang Zhu, Yinan Mei, Jiannan Wang, Nan Tang, Yuyu Luo

CoRR, May, 2025

LEAD: Iterative Data Selection for Efficient LLM Instruction Tuning.

Xiaotian Lin, Yanlin Qi, Yizhang Zhu, Themis Palpanas, Chengliang Chai, Nan Tang, Yuyu Luo

CoRR, May, 2025

Reward-SQL: Boosting Text-to-SQL via Stepwise Reasoning and Process-Supervised Rewards.

Yuxin Zhang, Meihao Fan, Ju Fan, Mingyang Yi, Yuyu Luo, Jian Tan, Guoliang Li

CoRR, May, 2025

Weak-to-Strong Prompts with Lightweight-to-Powerful LLMs for High-Accuracy, Low-Cost, and Explainable Data Transformation.

Changlun Li, Chenyu Yang, Yuyu Luo, Ju Fan, Nan Tang

Proc. VLDB Endow., April, 2025

DataMosaic: Explainable and Verifiable Multi-Modal Data Analytics through Extract-Reason-Verify.

Zhengxuan Zhang, Zhuowen Liang, Yin Wu, Teng Lin, Yuyu Luo, Nan Tang

CoRR, April, 2025

EXCLAIM: An Explainable Cross-Modal Agentic System for Misinformation Detection with Hierarchical Retrieval.

Yin Wu, Zhengxuan Zhang, Fuling Wang, Yuyu Luo, Hui Xiong, Nan Tang

CoRR, April, 2025

Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems.

Bang Liu, Xinfeng Li, Jiayi Zhang, Jinlin Wang, Tanjin He, Sirui Hong, Hongzhang Liu, Shaokun Zhang, Kaitao Song, Kunlun Zhu, Yuheng Cheng, Suyuchen Wang, Xiaoqiang Wang, Yuyu Luo, Haibo Jin, Peiyan Zhang, Ollie Liu, Jiaqi Chen, Huan Zhang, Zhaoyang Yu, Haochen Shi, Boyan Li, Dekun Wu, Fengwei Teng, Xiaojun Jia, Jiawei Xu, Jinyu Xiang, Yizhang Lin, Tianming Liu, Tongliang Liu, Yu Su, Huan Sun, Glen Berseth, Jianyun Nie, Ian Foster, Logan T. Ward, Qingyun Wu, Yu Gu, Mingchen Zhuge, Xiangru Tang, Haohan Wang, Jiaxuan You, Chi Wang, Jian Pei, Qiang Yang, Xiaoliang Qi, Chenglin Wu

CoRR, April, 2025

EllieSQL: Cost-Efficient Text-to-SQL with Complexity-Aware Routing.

Yizhang Zhu, Runzhi Jiang, Boyan Li, Nan Tang, Yuyu Luo

CoRR, March, 2025

Rise of the Community Champions: From Reviewer Crunch to Community Power.

Changlun Li, Yao Shi, Yuyu Luo, Nan Tang

CoRR, March, 2025

DeepFund: Will LLM be Professional at Fund Investment? A Live Arena Perspective.

Changlun Li, Yao Shi, Yuyu Luo, Nan Tang

CoRR, March, 2025

nvBench 2.0: A Benchmark for Natural Language to Visualization under Ambiguity.

Tianqi Luo, Chuhan Huang, Leixian Shen, Boyan Li, Shuyu Shen, Wei Zeng, Nan Tang, Yuyu Luo

CoRR, March, 2025

NL2SQL-BUGs: A Benchmark for Detecting Semantic Errors in NL2SQL Translation.

Xinyu Liu, Shuyu Shen, Boyan Li, Nan Tang, Yuyu Luo

CoRR, March, 2025

SRAG: Structured Retrieval-Augmented Generation for Multi-Entity Question Answering over Wikipedia Graph.

Teng Lin, Yizhang Zhu, Yuyu Luo, Nan Tang

CoRR, March, 2025

Fine-Grained Retrieval-Augmented Generation for Visual Question Answering.

Zhengxuan Zhang, Yin Wu, Yuyu Luo, Nan Tang

CoRR, February, 2025

Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search.

Boyan Li, Jiayi Zhang, Ju Fan, Yanwei Xu, Chong Chen, Nan Tang, Yuyu Luo

CoRR, February, 2025

Graph Neural Networks for Databases: A Survey.

Ziming Li, Youhuan Li, Yuyu Luo, Guoliang Li, Chuxu Zhang

CoRR, February, 2025

Atom of Thoughts for Markov LLM Test-Time Scaling.

Fengwei Teng, Zhaoyang Yu, Quan Shi, Jiayi Zhang, Chenglin Wu, Yuyu Luo

CoRR, February, 2025

RAMer: Reconstruction-based Adversarial Model for Multi-party Multi-modal Multi-label Emotion Recognition.

Xudong Yang, Yizhang Zhu, Nan Tang, Yuyu Luo

CoRR, February, 2025

Self-Supervised Prompt Optimization.

Jinyu Xiang, Jiayi Zhang, Zhaoyang Yu, Fengwei Teng, Jinhao Tu, Xinbing Liang, Sirui Hong, Chenglin Wu, Yuyu Luo

CoRR, February, 2025

ChartEditor: A Human-AI Paired Tool for Authoring Pictorial Charts.

Siyu Yan, Tiancheng Liu, Weikai Yang, Nan Tang, Yuyu Luo

CoRR, January, 2025

DesignRepair: Dual-Stream Design Guideline-Aware Frontend Repair with Large Language Models.

Mingyue Yuan, Jieshan Chen, Zhenchang Xing, Aaron Quigley, Yuyu Luo, Tianqi Luo, Gelareh Mohammadi, Qinghua Lu, Liming Zhu

Proceedings of the 47th IEEE/ACM International Conference on Software Engineering, 2025

AFlow: Automating Agentic Workflow Generation.

Jiayi Zhang, Jinyu Xiang, Zhaoyang Yu, Fengwei Teng, Xionghui Chen, Jiaqi Chen, Mingchen Zhuge, Xin Cheng, Sirui Hong, Jinlin Wang, Bingnan Zheng, Bang Liu, Yuyu Luo, Chenglin Wu

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Augmenting Realistic Charts with Virtual Overlays.

Yao Shi, Boyan Li, Yuyu Luo, Lei Chen, Nan Tang

Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems, 2025

Automatic Modeling and Analysis of Students' Problem-Solving Handwriting Trajectories.

Zhonghua Sheng, Shuyu Shen, Leixian Shen, Qiqi Duan, Nan Tang, Pan Hui, Huamin Qu, Yuyu Luo

Proceedings of the Artificial Intelligence in Education - 26th International Conference, 2025

Data Interpreter: An LLM Agent for Data Science.

Sirui Hong, Yizhang Lin, Bang Liu, Bangbang Liu, Binhao Wu, Ceyao Zhang, Danyang Li, Jiaqi Chen, Jiayi Zhang, Jinlin Wang, Li Zhang, Lingyao Zhang, Min Yang, Mingchen Zhuge, Taicheng Guo, Tuo Zhou, Wei Tao, Robert Tang, Xiangtao Lu, Xiawu Zheng, Xinbing Liang, Yaying Fei, Yuheng Cheng, Yongxin Ni, Zhibin Gou, Zongze Xu, Yuyu Luo, Chenglin Wu

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

HAIChart: Human and AI Paired Visualization System.

Yupeng Xie, Yuyu Luo, Guoliang Li, Nan Tang

Proc. VLDB Endow., July, 2024

The Dawn of Natural Language to SQL: Are We Fully Ready? [Experiment, Analysis & Benchmark ].

Boyan Li, Yuyu Luo, Chengliang Chai, Guoliang Li, Nan Tang

Proc. VLDB Endow., July, 2024

CoInsight: Visual Storytelling for Hierarchical Tables With Connected Insights.

Guozheng Li, Runfei Li, Yunshan Feng, Yu Zhang, Yuyu Luo, Chi Harold Liu

IEEE Trans. Vis. Comput. Graph., June, 2024

Generative AI for visualization: State of the art and future directions.

Yilin Ye, Jianing Hao, Yihan Hou, Zhan Wang, Shishi Xiao, Yuyu Luo, Wei Zeng

Vis. Informatics, 2024

Navi: Data Analysis System Powered by Natural Language Interaction.

Yupeng Xie, Yuyu Luo, Jianhua Feng

Int. J. Softw. Informatics, 2024

Symphony: Towards Trustworthy Question Answering and Verification using RAG over Multimodal Data Lakes.

Nan Tang, Chenyu Yang, Zhengxuan Zhang, Yuyu Luo, Ju Fan, Lei Cao, Sam Madden, Alon Y. Halevy

IEEE Data Eng. Bull., 2024

AskChart: Universal Chart Understanding through Textual Enhancement.

Xudong Yang, Yifan Wu, Yizhang Zhu, Nan Tang, Yuyu Luo

CoRR, 2024

SketchFill: Sketch-Guided Code Generation for Imputing Derived Missing Values.

Yunfan Zhang, Changlun Li, Yuyu Luo, Nan Tang

CoRR, 2024

A Plug-and-Play Natural Language Rewriter for Natural Language to SQL.

Peixian Ma, Boyan Li, Runzhi Jiang, Ju Fan, Nan Tang, Yuyu Luo

CoRR, 2024

Ask Humans or AI? Exploring Their Roles in Visualization Troubleshooting.

Shuyu Shen, Sirong Lu, Leixian Shen, Zhonghua Sheng, Nan Tang, Yuyu Luo

CoRR, 2024

DesignRepair: Dual-Stream Design Guideline-Aware Frontend Repair with Large Language Models.

Mingyue Yuan, Jieshan Chen, Zhenchang Xing, Aaron Quigley, Yuyu Luo, Gelareh Mohammadi, Qinghua Lu, Liming Zhu

CoRR, 2024

A Survey of NL2SQL with Large Language Models: Where are we, and where are we going?

Xinyu Liu, Shuyu Shen, Boyan Li, Peixian Ma, Runzhi Jiang, Yuyu Luo, Yuxin Zhang, Ju Fan, Guoliang Li, Nan Tang

CoRR, 2024

VisLTR: Visualization-in-the-Loop Table Reasoning.

Jianing Hao, Zhuowen Liang, Chunting Li, Yuyu Luo, Wei Zeng

CoRR, 2024

The Dawn of Natural Language to SQL: Are We Fully Ready?

Boyan Li, Yuyu Luo, Chengliang Chai, Guoliang Li, Nan Tang

CoRR, 2024

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

Zhenjun Ming, Yuyu Luo, Guoxin Wang, Yan Yan, Janet K. Allen, Farrokh Mistree

Adv. Eng. Informatics, 2024

Are Large Language Models Good Statisticians?

Yizhang Zhu, Shiyin Du, Boyan Li, Yuyu Luo, Nan Tang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Fast, Robust and Interpretable Participant Contribution Estimation for Federated Learning.

Yong Wang, Kaiyu Li, Yuyu Luo, Guoliang Li, Yunyan Guo, Zhuo Wang

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Mitigating Data Scarcity in Supervised Machine Learning Through Reinforcement Learning Guided Data Generation.

Chengliang Chai, Kaisen Jin, Nan Tang, Ju Fan, Lianpeng Qiao, Yuping Wang, Yuyu Luo, Ye Yuan, Guoren Wang

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

MAR: Matching-Augmented Reasoning for Enhancing Visual-based Entity Question Answering.

Zhengxuan Zhang, Yin Wu, Yuyu Luo, Nan Tang

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

ChartInsights: Evaluating Multimodal Large Language Models for Low-Level Chart Question Answering.

Yifan Wu, Lutao Yan, Leixian Shen, Yunhai Wang, Nan Tang, Yuyu Luo

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

VerifAI: Verified Generative AI.

Nan Tang, Chenyu Yang, Ju Fan, Lei Cao, Yuyu Luo, Alon Y. Halevy

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

2023

Towards Natural Language Interfaces for Data Visualization: A Survey.

Leixian Shen, Enya Shen, Yuyu Luo, Xiaocong Yang, Xuming Hu, Xiongshuai Zhang, Zhiwei Tai, Jianmin Wang

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

Data Management for Machine Learning: A Survey.

Chengliang Chai, Jiayi Wang, Yuyu Luo, Zeping Niu, Guoliang Li

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

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

Yuyu Luo, Yihui Zhou, Nan Tang, Guoliang Li, Chengliang Chai, Leixian Shen

Proc. ACM Manag. Data, 2023

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

Chengliang Chai, Jiabin Liu, Nan Tang, Ju Fan, Dongjing Miao, Jiayi Wang, Yuyu Luo, Guoliang Li

Proc. ACM Manag. Data, 2023

Demystifying Artificial Intelligence for Data Preparation.

Chengliang Chai, Nan Tang, Ju Fan, Yuyu Luo

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.

Yuyu Luo, Yi Xie, Enliang Yan, Lap-Kei Lee, Fu Lee Wang, Tianyong Hao

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

2022

Interactively discovering and ranking desired tuples by data exploration.

Xuedi Qin, Chengliang Chai, Yuyu Luo, Tianyu Zhao, Nan Tang, Guoliang Li, Jianhua Feng, Xiang Yu, Mourad Ouzzani

VLDB J., 2022

Natural Language to Visualization by Neural Machine Translation.

Yuyu Luo, Nan Tang, Guoliang Li, Jiawei Tang, Chengliang Chai, Xuedi Qin

IEEE Trans. Vis. Comput. Graph., 2022

Steerable Self-Driving Data Visualization.

Yuyu Luo, Xuedi Qin, Chengliang Chai, Nan Tang, Guoliang Li, Wenbo Li

IEEE Trans. Knowl. Data Eng., 2022

Selective Data Acquisition in the Wild for Model Charging.

Chengliang Chai, Jiabin Liu, Nan Tang, Guoliang Li, Yuyu Luo

Proc. VLDB Endow., 2022

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

Jiawei Tang, Yuyu Luo, Mourad Ouzzani, Guoliang Li, Hongyang Chen

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.

Yuyu Luo, Zhenjie Huang, Leung-Pun Wong, Choujun Zhan, Fu Lee Wang, Tianyong Hao

Proceedings of the Neural Computing for Advanced Applications, 2022

Synthesizing Privacy Preserving Entity Resolution Datasets.

Xuedi Qin, Chengliang Chai, Nan Tang, Jian Li, Yuyu Luo, Guoliang Li, Yaoyu Zhu

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

Feature Augmentation with Reinforcement Learning.

Jiabin Liu, Chengliang Chai, Yuyu Luo, Yin Lou, Jianhua Feng, Nan Tang

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

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

Haowen Dong, Chengliang Chai, Yuyu Luo, Jiabin Liu, Jianhua Feng, Chaoqun Zhan

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

GALVIS: Visualization Construction through Example-Powered Declarative Programming.

Leixian Shen, Enya Shen, Zhiwei Tai, Yun Wang, Yuyu Luo, Jianmin Wang

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

2021

CrowdChart: Crowdsourced Data Extraction From Visualization Charts.

Chengliang Chai, Guoliang Li, Ju Fan, Yuyu Luo

IEEE Trans. Knowl. Data Eng., 2021

Automatic Data Acquisition for Deep Learning.

Jiabin Liu, Fu Zhu, Chengliang Chai, Yuyu Luo, Nan Tang

Proc. VLDB Endow., 2021

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

Yuyu Luo, Jiawei Tang, Guoliang Li

CoRR, 2021

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

Yuyu Luo, Nan Tang, Guoliang Li, Chengliang Chai, Wenbo Li, Xuedi Qin

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

Ranking Desired Tuples by Database Exploration.

Xuedi Qin, Chengliang Chai, Yuyu Luo, Tianyu Zhao, Nan Tang, Guoliang Li, Jianhua Feng, Xiang Yu, Mourad Ouzzani

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

2020

Making data visualization more efficient and effective: a survey.

Xuedi Qin, Yuyu Luo, Nan Tang, Guoliang Li

VLDB J., 2020

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

Yuyu Luo, Wenbo Li, Tianyu Zhao, Xiang Yu, Lixi Zhang, Guoliang Li, Nan Tang

Proc. VLDB Endow., 2020

VisClean: Interactive Cleaning for Progressive Visualization.

Yuyu Luo, Chengliang Chai, Xuedi Qin, Nan Tang, Guoliang Li

Proc. VLDB Endow., 2020

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

Yuyu Luo, Nan Tang, Guoliang Li, Wenbo Li, Tianyu Zhao, Xiang Yu

IEEE Data Eng. Bull., 2020

Interactively Discovering and Ranking Desired Tuples without Writing SQL Queries.

Xuedi Qin, Chengliang Chai, Yuyu Luo, Nan Tang, Guoliang Li

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

Human-in-the-loop Outlier Detection.

Chengliang Chai, Lei Cao, Guoliang Li, Jian Li, Yuyu Luo, Samuel Madden

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

Interactive Cleaning for Progressive Visualization through Composite Questions.

Yuyu Luo, Chengliang Chai, Xuedi Qin, Nan Tang, Guoliang Li

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

Crowdsourcing-based Data Extraction from Visualization Charts.

Chengliang Chai, Guoliang Li, Ju Fan, Yuyu Luo

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

2019

Towards Automatic Mathematical Exercise Solving.

Tianyu Zhao, Chengliang Chai, Yuyu Luo, Jianhua Feng, Yan Huang, Songfan Yang, Haitao Yuan, Haoda Li, Kaiyu Li, Fu Zhu, Kang Pan

Data Sci. Eng., 2019

MathGraph: A Knowledge Graph for Automatically Solving Mathematical Exercises.

Tianyu Zhao, Yan Huang, Songfan Yang, Yuyu Luo, Jianhua Feng, Yong Wang, Haitao Yuan, Kang Pan, Kaiyu Li, Haoda Li, Fu Zhu

Proceedings of the Database Systems for Advanced Applications, 2019

2018

DeepEye: An automatic big data visualization framework.

Xuedi Qin, Yuyu Luo, Nan Tang, Guoliang Li

Big Data Min. Anal., 2018

DeepEye: Creating Good Data Visualizations by Keyword Search.

Yuyu Luo, Xuedi Qin, Nan Tang, Guoliang Li, Xinran Wang

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

DeepEye: Towards Automatic Data Visualization.

Yuyu Luo, Xuedi Qin, Nan Tang, Guoliang Li

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

DeepEye: Visualizing Your Data by Keyword Search.

Xuedi Qin, Yuyu Luo, Nan Tang, Guoliang Li

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

2016

Optimization for Accelerating Large Scale Agent Based Simulation.

Zhen Li, Gang Guo, Bin Chen, Liang Ma, Yuyu Luo, Xiaogang Qiu

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