Yuyu Luo - RankMe

141 papers A* 22A 2B 1Journal 100Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AOrchestra: Automating Sub-Agent Creation for Agentic Orchestration. CoRR Jianhao Ruan, Zhihao Xu, Yiran Peng, Fashen Ren, Zhaoyang Yu, Xinbing Liang, Jinyu Xiang, Yongru Chen, Bang Liu, Chenglin Wu, Yuyu Luo, Jiayi Zhang
2026	J	`jnl`	AutoWebWorld: Synthesizing Infinite Verifiable Web Environments via Finite State Machines. CoRR 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
2026	J	`jnl`	Can LLMs Clean Up Your Mess? A Survey of Application-Ready Data Preparation with LLMs. CoRR 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
2026	J	`jnl`	Data Agents: Levels, State of the Art, and Open Problems. CoRR Yuyu Luo, Guoliang Li, Ju Fan, Nan Tang
2026	A*	`conf`	Debugging Defective Visualizations: Empirical Insights Informing a Human-AI Co‑Debugging System. CHI Shuyu Shen, Sirong Lu, Leixian Shen, Yuyu Luo
2026	J	`jnl`	DeepEye: A Steerable Self-driving Data Agent System. CoRR Boyan Li, Yiran Peng, Yupeng Xie, Sirong Lu, Yizhang Zhu, Xing Mu, Xinyu Liu, Yuyu Luo
2026	J	`jnl`	DeepVIS: Bridging Natural Language and Data Visualization Through Step-Wise Reasoning. IEEE Trans. Vis. Comput. Graph. Zhihao Shuai, Boyan Li, Siyu Yan, Yuyu Luo, Weikai Yang
2026	J	`jnl`	Dial: A Knowledge-Grounded Dialect-Specific NL2SQL System. CoRR Xiang Zhang, Hongming Xu, Le Zhou, Wei Zhou, Xuanhe Zhou, Guoliang Li, Yuyu Luo, Changdong Liu, Guorun Chen, Jiang Liao, Fan Wu
2026	J	`jnl`	DocSage: An Information Structuring Agent for Multi-Doc Multi-Entity Question Answering. CoRR Teng Lin, Yizhang Zhu, Zhengxuan Zhang, Yuyu Luo, Nan Tang
2026	A*	`conf`	Explainable Oracle Bone Script Recognition via Multimodal Pictographic Reasoning. AAAI Yin Wu, Zhengxuan Zhang, Jiayu Chen, Chang Xu, Yuyu Luo, Nan Tang, Hui Xiong
2026	J	`jnl`	IGenBench: Benchmarking the Reliability of Text-to-Infographic Generation. CoRR 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
2026	J	`jnl`	InfoPO: Information-Driven Policy Optimization for User-Centric Agents. CoRR Fanqi Kong, Jiayi Zhang, Mingyi Deng, Chenglin Wu, Yuyu Luo, Bang Liu
2026	J	`jnl`	Learning to Compose for Cross-domain Agentic Workflow Generation. CoRR Jialiang Wang, Shengxiang Xu, Hanmo Liu, Jiachuan Wang, Yuyu Luo, Shimin Di, Min-Ling Zhang, Lei Chen
2026	J	`jnl`	Long-Document QA with Chain-of-Structured-Thought and Fine-Tuned SLMs. CoRR Zhuowen Liang, Xiaotian Lin, Zhengxuan Zhang, Yuyu Luo, Haixun Wang, Nan Tang
2026	J	`jnl`	OmniMoE: An Efficient MoE by Orchestrating Atomic Experts at Scale. CoRR Jingze Shi, Zhangyang Peng, Yizhang Zhu, Yifan Wu, Guang Liu, Yuyu Luo
2026	J	`jnl`	PeroMAS: A Multi-agent System of Perovskite Material Discovery. CoRR Yishu Wang, Wei Liu, Yifan Li, Shengxiang Xu, Xujie Yuan, Ran Li, Yuyu Luo, Jia Zhu, Shimin Di, Min-Ling Zhang, Guixiang Li
2026	A*	`conf`	TableTale: Reviving the Narrative Interplay Between Data Tables and Text in Scientific Papers. CHI Liangwei Wang, Zhengxuan Zhang, Yifan Cao, Fugee Tsung, Yuyu Luo
2026	J	`jnl`	TableTale: Reviving the Narrative Interplay Between Data Tables and Text in Scientific Papers. CoRR Liangwei Wang, Zhengxuan Zhang, Yifan Cao, Fugee Tsung, Yuyu Luo
2026	J	`jnl`	Text2GQL-Bench: A Text to Graph Query Language Benchmark [Experiment, Analysis & Benchmark]. CoRR Songlin Lyu, Lujie Ban, Zihang Wu, Tianqi Luo, Jirong Liu, Chenhao Ma, Yuyu Luo, Nan Tang, Shipeng Qi, Heng Lin, Yongchao Liu, Chuntao Hong
2026	J	`jnl`	Towards Agentic Intelligence for Materials Science. CoRR 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
2026	J	`jnl`	Towards Automated Kernel Generation in the Era of LLMs. CoRR 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
2026	—	`conf`	Tracking, Retrieving, and Auditing for Coherent Epics in Online Narratives. CHI Extended Abstracts Qiqi Duan, Chen Wang, Yuxiang Luo, Nan Tang, Leixian Shen, Yuyu Luo
2025	J	`jnl`	A Game-Theoretic Spatio-Temporal Reinforcement Learning Framework for Collaborative Public Resource Allocation. CoRR Songxin Lei, Qiongyan Wang, Yanchen Zhu, Hanyu Yao, Sijie Ruan, Weilin Ruan, Yuyu Luo, Huaming Wu, Yuxuan Liang
2025	J	`jnl`	A Survey of Data Agents: Emerging Paradigm or Overstated Hype? CoRR 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
2025	J	`jnl`	A Survey of Text-to-SQL in the Era of LLMs: Where Are We, and Where Are We Going? IEEE Trans. Knowl. Data Eng. Xinyu Liu, Shuyu Shen, Boyan Li, Peixian Ma, Runzhi Jiang, Yuxin Zhang, Ju Fan, Guoliang Li, Nan Tang, Yuyu Luo
2025	A*	`conf`	AFlow: Automating Agentic Workflow Generation. ICLR 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
2025	J	`jnl`	Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems. CoRR 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
2025	A*	`conf`	Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search. ICML Boyan Li, Jiayi Zhang, Ju Fan, Yanwei Xu, Chong Chen, Nan Tang, Yuyu Luo
2025	J	`jnl`	Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search. CoRR Boyan Li, Jiayi Zhang, Ju Fan, Yanwei Xu, Chong Chen, Nan Tang, Yuyu Luo
2025	J	`jnl`	Atom of Thoughts for Markov LLM Test-Time Scaling. CoRR Fengwei Teng, Zhaoyang Yu, Quan Shi, Jiayi Zhang, Chenglin Wu, Yuyu Luo
2025	A*	`conf`	Augmenting Realistic Charts with Virtual Overlays. CHI Yao Shi, Boyan Li, Yuyu Luo, Lei Chen, Nan Tang
2025	J	`jnl`	AutoEnv: Automated Environments for Measuring Cross-Environment Agent Learning. CoRR 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
2025	—	`conf`	Automatic Modeling and Analysis of Students' Problem-Solving Handwriting Trajectories. AIED (1) Zhonghua Sheng, Shuyu Shen, Leixian Shen, Qiqi Duan, Nan Tang, Pan Hui, Huamin Qu, Yuyu Luo
2025	J	`jnl`	Beyond Structure: Invariant Crystal Property Prediction with Pseudo-Particle Ray Diffraction. CoRR Bin Cao, Yang Liu, Longhan Zhang, Yifan Wu, Zhixun Li, Yuyu Luo, Hong Cheng, Yang Ren, Tong-yi Zhang
2025	J	`jnl`	ChartEditor: A Human-AI Paired Tool for Authoring Pictorial Charts. CoRR Siyu Yan, Tiancheng Liu, Weikai Yang, Nan Tang, Yuyu Luo
2025	J	`jnl`	ChartMark: A Structured Grammar for Chart Annotation. CoRR Yiyu Chen, Yifan Wu, Shuyu Shen, Yupeng Xie, Leixian Shen, Hui Xiong, Yuyu Luo
2025	J	`jnl`	Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting. CoRR Yifan Wu, Jingze Shi, Bingheng Wu, Jiayi Zhang, Xiaotian Lin, Nan Tang, Yuyu Luo
2025	J	`jnl`	Cost-effective Missing Value Imputation for Data-effective Machine Learning. ACM Trans. Database Syst. Chengliang Chai, Kaisen Jin, Nan Tang, Ju Fan, Dongjing Miao, Jiayi Wang, Yuyu Luo, Guoliang Li, Ye Yuan, Guoren Wang
2025	J	`jnl`	Data Imputation with Limited Data Redundancy Using Data Lakes. Proc. VLDB Endow. Chenyu Yang, Yuyu Luo, Chuanxuan Cui, Ju Fan, Chengliang Chai, Nan Tang
2025	—	`conf`	Data Interpreter: An LLM Agent for Data Science. ACL (Findings) 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
2025	J	`jnl`	Data Playwright: Authoring Data Videos With Annotated Narration. IEEE Trans. Vis. Comput. Graph. Leixian Shen, Haotian Li, Yun Wang, Tianqi Luo, Yuyu Luo, Huamin Qu
2025	J	`jnl`	DataMosaic: Explainable and Verifiable Multi-Modal Data Analytics through Extract-Reason-Verify. CoRR Zhengxuan Zhang, Zhuowen Liang, Yin Wu, Teng Lin, Yuyu Luo, Nan Tang
2025	J	`jnl`	DeepEye-SQL: A Software-Engineering-Inspired Text-to-SQL Framework. CoRR Boyan Li, Chong Chen, Zhujun Xue, Yinan Mei, Yuyu Luo
2025	J	`jnl`	DeepFund: Will LLM be Professional at Fund Investment? A Live Arena Perspective. CoRR Changlun Li, Yao Shi, Yuyu Luo, Nan Tang
2025	J	`jnl`	DeepVIS: Bridging Natural Language and Data Visualization Through Step-wise Reasoning. CoRR Zhihao Shuai, Boyan Li, Siyu Yan, Yuyu Luo, Weikai Yang
2025	A*	`conf`	DesignRepair: Dual-Stream Design Guideline-Aware Frontend Repair with Large Language Models. ICSE Mingyue Yuan, Jieshan Chen, Zhenchang Xing, Aaron Quigley, Yuyu Luo, Tianqi Luo, Gelareh Mohammadi, Qinghua Lu, Liming Zhu
2025	J	`jnl`	EXCLAIM: An Explainable Cross-Modal Agentic System for Misinformation Detection with Hierarchical Retrieval. CoRR Yin Wu, Zhengxuan Zhang, Fuling Wang, Yuyu Luo, Hui Xiong, Nan Tang
2025	J	`jnl`	EllieSQL: Cost-Efficient Text-to-SQL with Complexity-Aware Routing. CoRR Yizhang Zhu, Runzhi Jiang, Boyan Li, Nan Tang, Yuyu Luo
2025	J	`jnl`	Fine-Grained Retrieval-Augmented Generation for Visual Question Answering. CoRR Zhengxuan Zhang, Yin Wu, Yuyu Luo, Nan Tang
2025	J	`jnl`	From Code Foundation Models to Agents and Applications: A Comprehensive Survey and Practical Guide to Code Intelligence. CoRR 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
2025	A*	`conf`	Graph Neural Networks for Databases: A Survey. IJCAI Ziming Li, Youhuan Li, Yuyu Luo, Guoliang Li, Chuxu Zhang
2025	J	`jnl`	Graph Neural Networks for Databases: A Survey. CoRR Ziming Li, Youhuan Li, Yuyu Luo, Guoliang Li, Chuxu Zhang
2025	J	`jnl`	How Does Empirical Research Facilitate Creation Tool Design? A Data Video Perspective. CoRR Leixian Shen, Leni Yang, Haotian Li, Yun Wang, Yuyu Luo, Huamin Qu
2025	J	`jnl`	InteractComp: Evaluating Search Agents With Ambiguous Queries. CoRR 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
2025	J	`jnl`	LEAD: Iterative Data Selection for Efficient LLM Instruction Tuning. CoRR Xiaotian Lin, Yanlin Qi, Yizhang Zhu, Themis Palpanas, Chengliang Chai, Nan Tang, Yuyu Luo
2025	J	`jnl`	LEAD: Iterative Data Selection for Efficient LLM Instruction Tuning. Proc. VLDB Endow. Xiaotian Lin, Yanlin Qi, Yizhang Zhu, Themis Palpanas, Chengliang Chai, Nan Tang, Yuyu Luo
2025	A*	`conf`	MEBench: Benchmarking Large Language Models for Cross-Document Multi-Entity Question Answering. EMNLP Teng Lin, Yuyu Luo, Honglin Zhang, Jicheng Zhang, Chunlin Liu, Kaishun Wu, Nan Tang
2025	—	`conf`	NL2SQL-BUGs: A Benchmark for Detecting Semantic Errors in NL2SQL Translation. KDD (2) Xinyu Liu, Shuyu Shen, Boyan Li, Nan Tang, Yuyu Luo
2025	J	`jnl`	NL2SQL-BUGs: A Benchmark for Detecting Semantic Errors in NL2SQL Translation. CoRR Xinyu Liu, Shuyu Shen, Boyan Li, Nan Tang, Yuyu Luo
2025	J	`jnl`	Natural Language to SQL: State of the Art and Open Problems. Proc. VLDB Endow. Yuyu Luo, Guoliang Li, Ju Fan, Chengliang Chai, Nan Tang
2025	A*	`conf`	RAMer: Reconstruction-based Adversarial Model for Multi-party Multi-modal Multi-label Emotion Recognition. IJCAI Xudong Yang, Yizhang Zhu, Hanfeng Liu, Zeyi Wen, Nan Tang, Yuyu Luo
2025	J	`jnl`	RAMer: Reconstruction-based Adversarial Model for Multi-party Multi-modal Multi-label Emotion Recognition. CoRR Xudong Yang, Yizhang Zhu, Nan Tang, Yuyu Luo
2025	J	`jnl`	ReCode: Unify Plan and Action for Universal Granularity Control. CoRR 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
2025	A*	`conf`	Reinforcement Learning for Hybrid Charging Stations Planning and Operation Considering Fixed and Mobile Chargers. IJCAI Yanchen Zhu, Honghui Zou, Chufan Liu, Yuyu Luo, Yuankai Wu, Yuxuan Liang
2025	J	`jnl`	Reinforcement learning for hybrid charging stations planning and operation considering fixed and mobile chargers. CoRR Yanchen Zhu, Honghui Zou, Chufan Liu, Yuyu Luo, Yuankai Wu, Yuxuan Liang
2025	J	`jnl`	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. SIGMOD Rec. Arijit Khan, Yuyu Luo, Wenjie Zhang, Minqi Zhou, Xiaofang Zhou
2025	J	`jnl`	Reward-SQL: Boosting Text-to-SQL via Stepwise Reasoning and Process-Supervised Rewards. CoRR Yuxin Zhang, Meihao Fan, Ju Fan, Mingyang Yi, Yuyu Luo, Jian Tan, Guoliang Li
2025	J	`jnl`	Rise of the Community Champions: From Reviewer Crunch to Community Power. CoRR Changlun Li, Yao Shi, Yuyu Luo, Nan Tang
2025	J	`jnl`	RobustFlow: Towards Robust Agentic Workflow Generation. CoRR Shengxiang Xu, Jiayi Zhang, Shimin Di, Yuyu Luo, Liang Yao, Hanmo Liu, Jia Zhu, Fan Liu, Min-Ling Zhang
2025	J	`jnl`	SRAG: Structured Retrieval-Augmented Generation for Multi-Entity Question Answering over Wikipedia Graph. CoRR Teng Lin, Yizhang Zhu, Yuyu Luo, Nan Tang
2025	—	`conf`	Self-Supervised Prompt Optimization. EMNLP (Findings) Jinyu Xiang, Jiayi Zhang, Zhaoyang Yu, Xinbing Liang, Fengwei Teng, Jinhao Tu, Fashen Ren, Xiangru Tang, Sirui Hong, Chenglin Wu, Yuyu Luo
2025	J	`jnl`	Self-Supervised Prompt Optimization. CoRR Jinyu Xiang, Jiayi Zhang, Zhaoyang Yu, Fengwei Teng, Jinhao Tu, Xinbing Liang, Sirui Hong, Chenglin Wu, Yuyu Luo
2025	J	`jnl`	Time Travel is Cheating: Going Live with DeepFund for Real-Time Fund Investment Benchmarking. CoRR Changlun Li, Yao Shi, Chen Wang, Qiqi Duan, Runke Ruan, Weijie Huang, Haonan Long, Lijun Huang, Yuyu Luo, Nan Tang
2025	J	`jnl`	Trainable Dynamic Mask Sparse Attention. CoRR Jingze Shi, Yifan Wu, Bingheng Wu, Yiran Peng, Liangdong Wang, Guang Liu, Yuyu Luo
2025	J	`jnl`	TransXSSM: A Hybrid Transformer State Space Model with Unified Rotary Position Embedding. CoRR Bingheng Wu, Jingze Shi, Yifan Wu, Nan Tang, Yuyu Luo
2025	J	`jnl`	VisJudge-Bench: Aesthetics and Quality Assessment of Visualizations. CoRR Yupeng Xie, Zhiyang Zhang, Yifan Wu, Sirong Lu, Jiayi Zhang, Zhaoyang Yu, Jinlin Wang, Sirui Hong, Bang Liu, Chenglin Wu, Yuyu Luo
2025	J	`jnl`	Weak-to-Strong Prompts with Lightweight-to-Powerful LLMs for High-Accuracy, Low-Cost, and Explainable Data Transformation. Proc. VLDB Endow. Changlun Li, Chenyu Yang, Yuyu Luo, Ju Fan, Nan Tang
2025	J	`jnl`	nvBench 2.0: A Benchmark for Natural Language to Visualization under Ambiguity. CoRR Tianqi Luo, Chuhan Huang, Leixian Shen, Boyan Li, Shuyu Shen, Wei Zeng, Nan Tang, Yuyu Luo
2024	J	`jnl`	A Plug-and-Play Natural Language Rewriter for Natural Language to SQL. CoRR Peixian Ma, Boyan Li, Runzhi Jiang, Ju Fan, Nan Tang, Yuyu Luo
2024	J	`jnl`	A Survey of NL2SQL with Large Language Models: Where are we, and where are we going? CoRR Xinyu Liu, Shuyu Shen, Boyan Li, Peixian Ma, Runzhi Jiang, Yuyu Luo, Yuxin Zhang, Ju Fan, Guoliang Li, Nan Tang
2024	J	`jnl`	AFlow: Automating Agentic Workflow Generation. CoRR 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
2024	A*	`conf`	Are Large Language Models Good Statisticians? NeurIPS Yizhang Zhu, Shiyin Du, Boyan Li, Yuyu Luo, Nan Tang
2024	J	`jnl`	Are Large Language Models Good Statisticians? CoRR Yizhang Zhu, Shiyin Du, Boyan Li, Yuyu Luo, Nan Tang
2024	J	`jnl`	Ask Humans or AI? Exploring Their Roles in Visualization Troubleshooting. CoRR Shuyu Shen, Sirong Lu, Leixian Shen, Zhonghua Sheng, Nan Tang, Yuyu Luo
2024	J	`jnl`	AskChart: Universal Chart Understanding through Textual Enhancement. CoRR Xudong Yang, Yifan Wu, Yizhang Zhu, Nan Tang, Yuyu Luo
2024	—	`conf`	ChartInsights: Evaluating Multimodal Large Language Models for Low-Level Chart Question Answering. EMNLP (Findings) Yifan Wu, Lutao Yan, Leixian Shen, Yunhai Wang, Nan Tang, Yuyu Luo
2024	J	`jnl`	CoInsight: Visual Storytelling for Hierarchical Tables With Connected Insights. IEEE Trans. Vis. Comput. Graph. Guozheng Li, Runfei Li, Yunshan Feng, Yu Zhang, Yuyu Luo, Chi Harold Liu
2024	J	`jnl`	Data Playwright: Authoring Data Videos with Annotated Narration. CoRR Leixian Shen, Haotian Li, Yun Wang, Tianqi Luo, Yuyu Luo, Huamin Qu
2024	J	`jnl`	DesignRepair: Dual-Stream Design Guideline-Aware Frontend Repair with Large Language Models. CoRR Mingyue Yuan, Jieshan Chen, Zhenchang Xing, Aaron Quigley, Yuyu Luo, Gelareh Mohammadi, Qinghua Lu, Liming Zhu
2024	J	`jnl`	Designing self-organizing systems using surrogate models and the compromise decision support problem construct. Adv. Eng. Informatics Zhenjun Ming, Yuyu Luo, Guoxin Wang, Yan Yan, Janet K. Allen, Farrokh Mistree
2024	A*	`conf`	Fast, Robust and Interpretable Participant Contribution Estimation for Federated Learning. ICDE Yong Wang, Kaiyu Li, Yuyu Luo, Guoliang Li, Yunyan Guo, Zhuo Wang
2024	J	`jnl`	Generative AI for Visualization: State of the Art and Future Directions. CoRR Yilin Ye, Jianing Hao, Yihan Hou, Zhan Wang, Shishi Xiao, Yuyu Luo, Wei Zeng
2024	J	`jnl`	Generative AI for visualization: State of the art and future directions. Vis. Informatics Yilin Ye, Jianing Hao, Yihan Hou, Zhan Wang, Shishi Xiao, Yuyu Luo, Wei Zeng
2024	J	`jnl`	HAIChart: Human and AI Paired Visualization System. CoRR Yupeng Xie, Yuyu Luo, Guoliang Li, Nan Tang
2024	J	`jnl`	HAIChart: Human and AI Paired Visualization System. Proc. VLDB Endow. Yupeng Xie, Yuyu Luo, Guoliang Li, Nan Tang
2024	A*	`conf`	MAR: Matching-Augmented Reasoning for Enhancing Visual-based Entity Question Answering. EMNLP Zhengxuan Zhang, Yin Wu, Yuyu Luo, Nan Tang
2024	A*	`conf`	Mitigating Data Scarcity in Supervised Machine Learning Through Reinforcement Learning Guided Data Generation. ICDE Chengliang Chai, Kaisen Jin, Nan Tang, Ju Fan, Lianpeng Qiao, Yuping Wang, Yuyu Luo, Ye Yuan, Guoren Wang
2024	J	`jnl`	Navi: Data Analysis System Powered by Natural Language Interaction. Int. J. Softw. Informatics Yupeng Xie, Yuyu Luo, Jianhua Feng
2024	J	`jnl`	SketchFill: Sketch-Guided Code Generation for Imputing Derived Missing Values. CoRR Yunfan Zhang, Changlun Li, Yuyu Luo, Nan Tang
2024	J	`jnl`	Symphony: Towards Trustworthy Question Answering and Verification using RAG over Multimodal Data Lakes. IEEE Data Eng. Bull. Nan Tang, Chenyu Yang, Zhengxuan Zhang, Yuyu Luo, Ju Fan, Lei Cao, Sam Madden, Alon Y. Halevy
2024	J	`jnl`	The Dawn of Natural Language to SQL: Are We Fully Ready? CoRR Boyan Li, Yuyu Luo, Chengliang Chai, Guoliang Li, Nan Tang
2024	J	`jnl`	The Dawn of Natural Language to SQL: Are We Fully Ready? [Experiment, Analysis & Benchmark ]. Proc. VLDB Endow. Boyan Li, Yuyu Luo, Chengliang Chai, Guoliang Li, Nan Tang
2024	A	`conf`	VerifAI: Verified Generative AI. CIDR Nan Tang, Chenyu Yang, Ju Fan, Lei Cao, Yuyu Luo, Alon Y. Halevy
2024	J	`jnl`	VisLTR: Visualization-in-the-Loop Table Reasoning. CoRR Jianing Hao, Zhuowen Liang, Chunting Li, Yuyu Luo, Wei Zeng
2023	—	`conf`	A User Intent Recognition Model for Medical Queries Based on Attentional Interaction and Focal Loss Boost. NCAA (2) Yuyu Luo, Yi Xie, Enliang Yan, Lap-Kei Lee, Fu Lee Wang, Tianyong Hao
2023	J	`jnl`	Data Management for Machine Learning: A Survey. IEEE Trans. Knowl. Data Eng. Chengliang Chai, Jiayi Wang, Yuyu Luo, Zeping Niu, Guoliang Li
2023	—	`conf`	Demystifying Artificial Intelligence for Data Preparation. SIGMOD Conference Companion Chengliang Chai, Nan Tang, Ju Fan, Yuyu Luo
2023	J	`jnl`	GoodCore: Data-effective and Data-efficient Machine Learning through Coreset Selection over Incomplete Data. Proc. ACM Manag. Data Chengliang Chai, Jiabin Liu, Nan Tang, Ju Fan, Dongjing Miao, Jiayi Wang, Yuyu Luo, Guoliang Li
2023	J	`jnl`	Learned Data-aware Image Representations of Line Charts for Similarity Search. Proc. ACM Manag. Data Yuyu Luo, Yihui Zhou, Nan Tang, Guoliang Li, Chengliang Chai, Leixian Shen
2023	J	`jnl`	Towards Natural Language Interfaces for Data Visualization: A Survey. IEEE Trans. Vis. Comput. Graph. Leixian Shen, Enya Shen, Yuyu Luo, Xiaocong Yang, Xuming Hu, Xiongshuai Zhang, Zhiwei Tai, Jianmin Wang
2022	—	`conf`	An Early Prediction and Label Smoothing Alignment Strategy for User Intent Classification of Medical Queries. NCAA (1) Yuyu Luo, Zhenjie Huang, Leung-Pun Wong, Choujun Zhan, Fu Lee Wang, Tianyong Hao
2022	A*	`conf`	Feature Augmentation with Reinforcement Learning. ICDE Jiabin Liu, Chengliang Chai, Yuyu Luo, Yin Lou, Jianhua Feng, Nan Tang
2022	A	`conf`	GALVIS: Visualization Construction through Example-Powered Declarative Programming. CIKM Leixian Shen, Enya Shen, Zhiwei Tai, Yun Wang, Yuyu Luo, Jianmin Wang
2022	J	`jnl`	Interactively discovering and ranking desired tuples by data exploration. VLDB J. Xuedi Qin, Chengliang Chai, Yuyu Luo, Tianyu Zhao, Nan Tang, Guoliang Li, Jianhua Feng, Xiang Yu, Mourad Ouzzani
2022	J	`jnl`	Natural Language to Visualization by Neural Machine Translation. IEEE Trans. Vis. Comput. Graph. Yuyu Luo, Nan Tang, Guoliang Li, Jiawei Tang, Chengliang Chai, Xuedi Qin
2022	A*	`conf`	RW-Tree: A Learned Workload-aware Framework for R-tree Construction. ICDE Haowen Dong, Chengliang Chai, Yuyu Luo, Jiabin Liu, Jianhua Feng, Chaoqun Zhan
2022	J	`jnl`	Selective Data Acquisition in the Wild for Model Charging. Proc. VLDB Endow. Chengliang Chai, Jiabin Liu, Nan Tang, Guoliang Li, Yuyu Luo
2022	—	`conf`	Sevi: Speech-to-Visualization through Neural Machine Translation. SIGMOD Conference Jiawei Tang, Yuyu Luo, Mourad Ouzzani, Guoliang Li, Hongyang Chen
2022	J	`jnl`	Steerable Self-Driving Data Visualization. IEEE Trans. Knowl. Data Eng. Yuyu Luo, Xuedi Qin, Chengliang Chai, Nan Tang, Guoliang Li, Wenbo Li
2022	A*	`conf`	Synthesizing Privacy Preserving Entity Resolution Datasets. ICDE Xuedi Qin, Chengliang Chai, Nan Tang, Jian Li, Yuyu Luo, Guoliang Li, Yaoyu Zhu
2021	J	`jnl`	Automatic Data Acquisition for Deep Learning. Proc. VLDB Endow. Jiabin Liu, Fu Zhu, Chengliang Chai, Yuyu Luo, Nan Tang
2021	J	`jnl`	CrowdChart: Crowdsourced Data Extraction From Visualization Charts. IEEE Trans. Knowl. Data Eng. Chengliang Chai, Guoliang Li, Ju Fan, Yuyu Luo
2021	A*	`conf`	Ranking Desired Tuples by Database Exploration. ICDE Xuedi Qin, Chengliang Chai, Yuyu Luo, Tianyu Zhao, Nan Tang, Guoliang Li, Jianhua Feng, Xiang Yu, Mourad Ouzzani
2021	—	`conf`	Synthesizing Natural Language to Visualization (NL2VIS) Benchmarks from NL2SQL Benchmarks. SIGMOD Conference Yuyu Luo, Nan Tang, Guoliang Li, Chengliang Chai, Wenbo Li, Xuedi Qin
2021	J	`jnl`	Towards Natural Language Interfaces for Data Visualization: A Survey. CoRR Leixian Shen, Enya Shen, Yuyu Luo, Xiaocong Yang, Xuming Hu, Xiongshuai Zhang, Zhiwei Tai, Jianmin Wang
2021	J	`jnl`	nvBench: A Large-Scale Synthesized Dataset for Cross-Domain Natural Language to Visualization Task. CoRR Yuyu Luo, Jiawei Tang, Guoliang Li
2020	A*	`conf`	Crowdsourcing-based Data Extraction from Visualization Charts. ICDE Chengliang Chai, Guoliang Li, Ju Fan, Yuyu Luo
2020	J	`jnl`	DeepEye: A Data Science System for Monitoring and Exploring COVID-19 Data. IEEE Data Eng. Bull. Yuyu Luo, Nan Tang, Guoliang Li, Wenbo Li, Tianyu Zhao, Xiang Yu
2020	J	`jnl`	DeepTrack: Monitoring and Exploring Spatio-Temporal Data - A Case of Tracking COVID-19 -. Proc. VLDB Endow. Yuyu Luo, Wenbo Li, Tianyu Zhao, Xiang Yu, Lixi Zhang, Guoliang Li, Nan Tang
2020	—	`conf`	Human-in-the-loop Outlier Detection. SIGMOD Conference Chengliang Chai, Lei Cao, Guoliang Li, Jian Li, Yuyu Luo, Samuel Madden
2020	A*	`conf`	Interactive Cleaning for Progressive Visualization through Composite Questions. ICDE Yuyu Luo, Chengliang Chai, Xuedi Qin, Nan Tang, Guoliang Li
2020	—	`conf`	Interactively Discovering and Ranking Desired Tuples without Writing SQL Queries. SIGMOD Conference Xuedi Qin, Chengliang Chai, Yuyu Luo, Nan Tang, Guoliang Li
2020	J	`jnl`	Making data visualization more efficient and effective: a survey. VLDB J. Xuedi Qin, Yuyu Luo, Nan Tang, Guoliang Li
2020	J	`jnl`	VisClean: Interactive Cleaning for Progressive Visualization. Proc. VLDB Endow. Yuyu Luo, Chengliang Chai, Xuedi Qin, Nan Tang, Guoliang Li
2019	—	`conf`	MathGraph: A Knowledge Graph for Automatically Solving Mathematical Exercises. DASFAA (1) Tianyu Zhao, Yan Huang, Songfan Yang, Yuyu Luo, Jianhua Feng, Yong Wang, Haitao Yuan, Kang Pan, Kaiyu Li, Haoda Li, Fu Zhu
2019	J	`jnl`	Towards Automatic Mathematical Exercise Solving. Data Sci. Eng. Tianyu Zhao, Chengliang Chai, Yuyu Luo, Jianhua Feng, Yan Huang, Songfan Yang, Haitao Yuan, Haoda Li, Kaiyu Li, Fu Zhu, Kang Pan
2018	J	`jnl`	DeepEye: An automatic big data visualization framework. Big Data Min. Anal. Xuedi Qin, Yuyu Luo, Nan Tang, Guoliang Li
2018	—	`conf`	DeepEye: Creating Good Data Visualizations by Keyword Search. SIGMOD Conference Yuyu Luo, Xuedi Qin, Nan Tang, Guoliang Li, Xinran Wang
2018	A*	`conf`	DeepEye: Towards Automatic Data Visualization. ICDE Yuyu Luo, Xuedi Qin, Nan Tang, Guoliang Li
2018	B	`conf`	DeepEye: Visualizing Your Data by Keyword Search. EDBT Xuedi Qin, Yuyu Luo, Nan Tang, Guoliang Li
2016	—	`conf`	Optimization for Accelerating Large Scale Agent Based Simulation. AsiaSim/SCS AutumnSim (1) Zhen Li, Gang Guo, Bin Chen, Liang Ma, Yuyu Luo, Xiaogang Qiu