Yuyu Luo

According to our database, Yuyu Luo authored at least 146 papers between 2016 and 2026.

Collaborative distances:

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

2026

Foundation Protocol: A Coordination Layer for Agentic Society.

Bang Liu, Yongfeng Gu, Jiayi Zhang, Zhaoyang Yu, Sirui Hong, Maojia Song, Xiaoqiang Wang, Mingyi Deng, Zijie Zhuang, Ronghao Wang, Mingzhe Cao, Yutong Zhu, Xingjian Li, Yifan Wu, Jianhao Ruan, Yiran Peng, Shuangrui Chen, Jinlin Wang, Yizhang Lin, Dongjie Zhang, Dekun Wu, Chen Ma, Lizi Liao, Han Yu, Jian Pei, Heng Ji, Qiang Yang, Yuyu Luo, Chenglin Wu

CoRR, May, 2026

Scalable Environments Drive Generalizable Agents.

Jiayi Zhang, Fanqi Kong, Guibin Zhang, Maojia Song, Zhaoyang Yu, Jianhao Ruan, Jinyu Xiang, Bang Liu, Chenglin Wu, Yuyu Luo

CoRR, May, 2026

VCG-Bench: Towards A Unified Visual-Centric Benchmark for Structured Generation and Editing.

Xiaoyan Su, Peijie Dong, Zhenheng Tang, Song Tang, Yuyao Zhai, Kaitao Lin, Liang Chen, Yuhang Gai, Yuyu Luo, Qian Wang, Xiaowen Chu

CoRR, May, 2026

Harnessing Agentic Evolution.

Jiayi Zhang, Yongfeng Gu, Jianhao Ruan, Maojia Song, Yiran Peng, Zhiguang Han, Jinyu Xiang, Zhitao Wang, Caiyin Yang, Yixi Ouyang, Bang Liu, Chenglin Wu, Yuyu Luo

CoRR, May, 2026

Exploring Agentic Visual Analytics: A Co-Evolutionary Framework of Roles and Workflows.

Tianqi Luo, Leixian Shen, Yuyu Luo

CoRR, April, 2026

ROSE: An Intent-Centered Evaluation Metric for NL2SQL.

Wenqi Pei, Shizheng Hou, Boyan Li, Han Chen, Zhichao Shi, Yuyu Luo

CoRR, April, 2026

Decoding Ancient Oracle Bone Script via Generative Dictionary Retrieval.

Yin Wu, Gangjian Zhang, Jiayu Chen, Chang Xu, Yuyu Luo, Nan Tang, Hui Xiong

CoRR, April, 2026

Co-Evolution of Policy and Internal Reward for Language Agents.

Xinyu Wang, Hanwei Wu, Jingwei Song, Shuyuan Zhang, Jiayi Zhang, Fanqi Kong, Tung Sum Thomas Kwok, Xiao-Wen Chang, Yuyu Luo, Chenglin Wu, Bang Liu

CoRR, April, 2026

AnnoRetrieve: Efficient Structured Retrieval for Unstructured Document Analysis.

Teng Lin, Yuyu Luo, Nan Tang

CoRR, April, 2026

OpenSQL: Data-Efficient Text-to-SQL for Open-Source LLMs via Synthesized Intermediate Supervision.

Ruilin Hu, Yuyu Luo, Guoliang Li, Shuangqiao Wu, Yun Luo

Proc. VLDB Endow., March, 2026

Long-Document QA with Chain-of-Structured-Thought and Fine-Tuned SLMs.

Zhuowen Liang, Xiaotian Lin, Zhengxuan Zhang, Yuyu Luo, Haixun Wang, Nan Tang

CoRR, March, 2026

DocSage: An Information Structuring Agent for Multi-Doc Multi-Entity Question Answering.

Teng Lin, Yizhang Zhu, Zhengxuan Zhang, Yuyu Luo, Nan Tang

CoRR, March, 2026

Dial: A Knowledge-Grounded Dialect-Specific NL2SQL System.

Xiang Zhang, Hongming Xu, Le Zhou, Wei Zhou, Xuanhe Zhou, Guoliang Li, Yuyu Luo, Changdong Liu, Guorun Chen, Jiang Liao, Fan Wu

CoRR, March, 2026

InfoPO: Information-Driven Policy Optimization for User-Centric Agents.

Fanqi Kong, Jiayi Zhang, Mingyi Deng, Chenglin Wu, Yuyu Luo, Bang Liu

CoRR, March, 2026

TACO: A Benchmark for Open-Domain Text-to-SQL with Ambiguous and Cross-Database Queries.

Chao Deng, Ju Fan, Yuyu Luo, Qinliang Xue, Meihao Fan, Yuxin Zhang, Min Zhang, Xiaofeng Jia, Jing Zhang, Xiaoyong Du

Proc. VLDB Endow., February, 2026

AutoWebWorld: Synthesizing Infinite Verifiable Web Environments via Finite State Machines.

Yifan Wu, Yiran Peng, Yiyu Chen, Jianhao Ruan, Zijie Zhuang, Cheng Yang, Jiayi Zhang, Man Chen, Yenchi Tseng, Zhaoyang Yu, Liang Chen, Yuyao Zhai, Bang Liu, Chenglin Wu, Yuyu Luo

CoRR, February, 2026

PeroMAS: A Multi-agent System of Perovskite Material Discovery.

Yishu Wang, Wei Liu, Yifan Li, Shengxiang Xu, Xujie Yuan, Ran Li, Yuyu Luo, Jia Zhu, Shimin Di, Min-Ling Zhang, Guixiang Li

CoRR, February, 2026

Text2GQL-Bench: A Text to Graph Query Language Benchmark [Experiment, Analysis & Benchmark].

Songlin Lyu, Lujie Ban, Zihang Wu, Tianqi Luo, Jirong Liu, Chenhao Ma, Yuyu Luo, Nan Tang, Shipeng Qi, Heng Lin, Yongchao Liu, Chuntao Hong

CoRR, February, 2026

Learning to Compose for Cross-domain Agentic Workflow Generation.

Jialiang Wang, Shengxiang Xu, Hanmo Liu, Jiachuan Wang, Yuyu Luo, Shimin Di, Min-Ling Zhang, Lei Chen

CoRR, February, 2026

OmniMoE: An Efficient MoE by Orchestrating Atomic Experts at Scale.

Jingze Shi, Zhangyang Peng, Yizhang Zhu, Yifan Wu, Guang Liu, Yuyu Luo

CoRR, February, 2026

AOrchestra: Automating Sub-Agent Creation for Agentic Orchestration.

Jianhao Ruan, Zhihao Xu, Yiran Peng, Fashen Ren, Zhaoyang Yu, Xinbing Liang, Jinyu Xiang, Yongru Chen, Bang Liu, Chenglin Wu, Yuyu Luo, Jiayi Zhang

CoRR, February, 2026

Towards Agentic Intelligence for Materials Science.

Huan Zhang, Yizhan Li, Wenhao Huang, Ziyu Hou, Yu Song, Xuye Liu, Farshid Effaty, Jinya Jiang, Sifan Wu, Qianggang Ding, Izumi Takahara, Leonard R. MacGillivray, Teruyasu Mizoguchi, Tianshu Yu, Lizi Liao, Yuyu Luo, Yu Rong, Jia Li, Ying Diao, Heng Ji, Bang Liu

CoRR, February, 2026

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

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

IEEE Trans. Vis. Comput. Graph., January, 2026

Can LLMs Clean Up Your Mess? A Survey of Application-Ready Data Preparation with LLMs.

Wei Zhou, Jun Zhou, Haoyu Wang, Zhenghao Li, Qikang He, Shaokun Han, Guoliang Li, Xuanhe Zhou, Yeye He, Chunwei Liu, Zirui Tang, Bin Wang, Shen Tang, Kai Zuo, Yuyu Luo, Zhenzhe Zheng, Conghui He, Jingren Zhou, Fan Wu

CoRR, January, 2026

Towards Automated Kernel Generation in the Era of LLMs.

Yang Yu, Peiyu Zang, Chi Hsu Tsai, Haiming Wu, Yixin Shen, Jialing Zhang, Haoyu Wang, Zhiyou Xiao, Jingze Shi, Yuyu Luo, Wentao Zhang, Chunlei Men, Guang Liu, Yonghua Lin

CoRR, January, 2026

Data Agents: Levels, State of the Art, and Open Problems.

Yuyu Luo, Guoliang Li, Ju Fan, Nan Tang

Proceedings of the Companion of the International Conference on Management of Data, 2026

DeepEye: A Steerable Self-driving Data Agent System.

Boyan Li, Yiran Peng, Yupeng Xie, Sirong Lu, Yizhang Zhu, Xing Mu, Xinyu Liu, Yuyu Luo

Proceedings of the Companion of the International Conference on Management of Data, 2026

Second International Workshop on LLM+Vector Data: Agentic RAG Edition.

Arijit Khan, Yuyu Luo, M. Tamer Özsu, Danrui Qi, Jiannan Wang

Proceedings of the 42nd IEEE International Conference on Data Engineering, ICDE 2026, 2026

TableTale: Reviving the Narrative Interplay Between Data Tables and Text in Scientific Papers.

Liangwei Wang, Zhengxuan Zhang, Yifan Cao, Fugee Tsung, Yuyu Luo

Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems, 2026

Debugging Defective Visualizations: Empirical Insights Informing a Human-AI Co‑Debugging System.

Shuyu Shen, Sirong Lu, Leixian Shen, Yuyu Luo

Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems, 2026

Tracking, Retrieving, and Auditing for Coherent Epics in Online Narratives.

Qiqi Duan, Chen Wang, Yuxiang Luo, Nan Tang, Leixian Shen, Yuyu Luo

Proceedings of the Extended Abstracts of the 2026 CHI Conference on Human Factors in Computing Systems, 2026

Beyond Correctness: A Stage-Aware Framework for Decoding Student Problem-Solving Processes from Handwriting Trajectories.

Zhonghua Sheng, Shuyu Shen, Qiqi Duan, Leixian Shen, Xiaofu Jin, Pan Hui, Huamin Qu, Yuyu Luo

Proceedings of the Artificial Intelligence in Education - 27th International Conference, 2026

Flattery in Motion: Benchmarking and Analyzing Sycophancy in Video-LLMs.

Wenrui Zhou, Mohamed Hendy, Shu Yang, Qingsong Yang, Zikun Guo, Yuyu Luo, Lijie Hu, Di Wang

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

IGenBench: Benchmarking the Reliability of Text-to-Infographic Generation.

Yinghao Tang, Xueding Liu, Boyuan Zhang, Tingfeng Lan, Yupeng Xie, Jiale Lao, Yiyao Wang, Haoxuan Li, Tingting Gao, Bo Pan, Luoxuan Weng, Xiuqi Huang, Minfeng Zhu, Yingchaojie Feng, Yuyu Luo, Wei Chen

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

ROSE: An Intent-Centered Evaluation Metric for NL2SQL.

Wenqi Pei, Shizheng Hou, Boyan Li, Chen Han, Zhichao Shi, Yuyu Luo

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

DPC: Training-Free Text-to-SQL Candidate Selection via Dual-Paradigm Consistency.

Boyan Li, Ou Ocean Kun Hei, Yue Yu, Yuyu Luo

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

Explainable Oracle Bone Script Recognition via Multimodal Pictographic Reasoning.

Yin Wu, Zhengxuan Zhang, Jiayu Chen, Chang Xu, Yuyu Luo, Nan Tang, Hui Xiong

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Retrieval-augmented Generation (RAG): What is There for Data Management Researchers? A discussion on research from a panel at LLM+Vector Data Workshop @ IEEE ICDE 2025.

Arijit Khan, Yuyu Luo, Wenjie Zhang, Minqi Zhou, Xiaofang Zhou

SIGMOD Rec., December, 2025

LEAD: Iterative Data Selection for Efficient LLM Instruction Tuning.

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

Proc. VLDB Endow., November, 2025

AutoEnv: Automated Environments for Measuring Cross-Environment Agent Learning.

Jiayi Zhang, Yiran Peng, Fanqi Kong, Cheng Yang, Yifan Wu, Zhaoyang Yu, Jinyu Xiang, Jianhao Ruan, Jinlin Wang, Maojia Song, HongZhang Liu, Xiangru Tang, Bang Liu, Chenglin Wu, Yuyu Luo

CoRR, November, 2025

From Code Foundation Models to Agents and Applications: A Comprehensive Survey and Practical Guide to Code Intelligence.

Jian Yang, Xianglong Liu, Weifeng Lv, Ken Deng, Shawn Guo, Lin Jing, Yizhi Li, Shark Liu, Xianzhen Luo, Yuyu Luo, Changzai Pan, Ensheng Shi, Yingshui Tan, Renshuai Tao, Jiajun Wu, Xianjie Wu, Zhenhe Wu, Daoguang Zan, Chenchen Zhang, Wei Zhang, He Zhu, Terry Yue Zhuo, Kerui Cao, Xianfu Cheng, Jun Dong, Shengjie Fang, Zhiwei Fei, Xiangyuan Guan, Qipeng Guo, Zhiguang Han, Joseph James, Tianqi Luo, Renyuan Li, Yuhang Li, Yiming Liang, Congnan Liu, Jiaheng Liu, Qian Liu, Ruitong Liu, Tyler Loakman, Xiangxin Meng, Chuang Peng, Tianhao Peng, Jiajun Shi, Mingjie Tang, Boyang Wang, Haowen Wang, Yunli Wang, Fanglin Xu, Zihan Xu, Fei Yuan, Ge Zhang, Jiayi Zhang, Xinhao Zhang, Wangchunshu Zhou, Hualei Zhu, King Zhu, Bryan Dai, Aishan Liu, Zhoujun Li, Chenghua Lin, Tianyu Liu, Chao Peng, Kai Shen, Libo Qin, Shuangyong Song, Zizheng Zhan, Jiajun Zhang, Jie Zhang, Zhaoxiang Zhang, Bo Zheng

CoRR, November, 2025

A Survey of Text-to-SQL in the Era of LLMs: Where Are We, and Where Are We Going?

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

IEEE Trans. Knowl. Data Eng., October, 2025

A Game-Theoretic Spatio-Temporal Reinforcement Learning Framework for Collaborative Public Resource Allocation.

Songxin Lei, Qiongyan Wang, Yanchen Zhu, Hanyu Yao, Sijie Ruan, Weilin Ruan, Yuyu Luo, Huaming Wu, Yuxuan Liang

CoRR, October, 2025

InteractComp: Evaluating Search Agents With Ambiguous Queries.

Mingyi Deng, Lijun Huang, Yani Fan, Jiayi Zhang, Fashen Ren, Jinyi Bai, Fuzhen Yang, Dayi Miao, Zhaoyang Yu, Yifan Wu, Yanfei Zhang, Fengwei Teng, Yingjia Wan, Song Hu, Yude Li, Xin Jin, Conghao Hu, Haoyu Li, Qirui Fu, Tai Zhong, Xinyu Wang, Xiangru Tang, Nan Tang, Chenglin Wu, Yuyu Luo

CoRR, October, 2025

A Survey of Data Agents: Emerging Paradigm or Overstated Hype?

Yizhang Zhu, Liangwei Wang, Chenyu Yang, Xiaotian Lin, Boyan Li, Wei Zhou, Xinyu Liu, Zhangyang Peng, Tianqi Luo, Yu Li, Chengliang Chai, Chong Chen, Shimin Di, Ju Fan, Ji Sun, Nan Tang, Fugee Tsung, Jiannan Wang, Chenglin Wu, Yanwei Xu, Shaolei Zhang, Yong Zhang, Xuanhe Zhou, Guoliang Li, Yuyu Luo

CoRR, October, 2025

ReCode: Unify Plan and Action for Universal Granularity Control.

Zhaoyang Yu, Jiayi Zhang, Huixue Su, Yufan Zhao, Yifan Wu, Mingyi Deng, Jinyu Xiang, Yizhang Lin, Lingxiao Tang, Yingchao Li, Yuyu Luo, Bang Liu, Chenglin Wu

CoRR, October, 2025

VisJudge-Bench: Aesthetics and Quality Assessment of Visualizations.

Yupeng Xie, Zhiyang Zhang, Yifan Wu, Sirong Lu, Jiayi Zhang, Zhaoyang Yu, Jinlin Wang, Sirui Hong, Bang Liu, Chenglin Wu, Yuyu Luo

CoRR, October, 2025

DeepEye-SQL: A Software-Engineering-Inspired Text-to-SQL Framework.

Boyan Li, Chong Chen, Zhujun Xue, Yinan Mei, Yuyu Luo

CoRR, October, 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

RobustFlow: Towards Robust Agentic Workflow Generation.

Shengxiang Xu, Jiayi Zhang, Shimin Di, Yuyu Luo, Liang Yao, Hanmo Liu, Jia Zhu, Fan Liu, Min-Ling Zhang

CoRR, September, 2025

Beyond Structure: Invariant Crystal Property Prediction with Pseudo-Particle Ray Diffraction.

Bin Cao, Yang Liu, Longhan Zhang, Yifan Wu, Zhixun Li, Yuyu Luo, Hong Cheng, Yang Ren, Tong-Yi Zhang

CoRR, September, 2025

Natural Language to SQL: State of the Art and Open Problems.

Yuyu Luo, Guoliang Li, Ju Fan, Chengliang Chai, Nan Tang

Proc. VLDB Endow., August, 2025

Trainable Dynamic Mask Sparse Attention.

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

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

Data Imputation with Limited Data Redundancy Using Data Lakes.

Chenyu Yang, Yuyu Luo, Chuanxuan Cui, Ju Fan, Chengliang Chai, Nan Tang

Proc. VLDB Endow., 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

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 T. 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

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

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

Letter from the Special Issue Editor.

Nan Tang, Yuyu Luo

IEEE Data Eng. Bull., 2025

nvBench 2.0: Resolving Ambiguity in Text-to-Visualization through Stepwise Reasoning.

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

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 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, Nan Tang, Yuyu Luo

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

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

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

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 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

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

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

Xudong Yang, Yizhang Zhu, Hanfeng Liu, Zeyi Wen, Nan Tang, Yuyu Luo

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

Graph Neural Networks for Databases: A Survey.

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

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 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

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

Proceedings of the Forty-second International Conference on Machine Learning, 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

Self-Supervised Prompt Optimization.

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

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

MEBench: Benchmarking Large Language Models for Cross-Document Multi-Entity Question Answering.

Teng Lin, Yuyu Luo, Honglin Zhang, Jicheng Zhang, Chunlin Liu, Kaishun Wu, Nan Tang

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 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 37: 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