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- affiliation: Tsinghua University, China
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2020 – today
- 2026
[j35]Chao Deng, Ju Fan, Yuyu Luo, Qinliang Xue, Meihao Fan, Yuxin Zhang, Min Zhang, Xiaofeng Jia, Jing Zhang, Xiaoyong Du:
TACO: A Benchmark for Open-Domain Text-to-SQL with Ambiguous and Cross-Database Queries. Proc. VLDB Endow. 19(6): 1386-1399 (2026)- [j34]Ruilin Hu, Yuyu Luo, Guoliang Li, Shuangqiao Wu, Yun Luo:
OpenSQL: Data-Efficient Text-to-SQL for Open-Source LLMs via Synthesized Intermediate Supervision. Proc. VLDB Endow. 19(7): 1628-1642 (2026) - [j33]Zhihao Shuai
, Boyan Li, Siyu Yan, Yuyu Luo, Weikai Yang:
DeepVIS: Bridging Natural Language and Data Visualization Through Step-Wise Reasoning. IEEE Trans. Vis. Comput. Graph. 32(1): 868-878 (2026) - [c53]Yin Wu, Zhengxuan Zhang, Jiayu Chen, Chang Xu, Yuyu Luo, Nan Tang, Hui Xiong:
Explainable Oracle Bone Script Recognition via Multimodal Pictographic Reasoning. AAAI 2026: 39460-39467 - [c52]Wenqi Pei, Shizheng Hou, Boyan Li, Chen Han, Zhichao Shi, Yuyu Luo:
ROSE: An Intent-Centered Evaluation Metric for NL2SQL. ACL (1) 2026: 5682-5709 - [c51]Boyan Li, Ou Ocean Kun Hei, Yue Yu, Yuyu Luo:
DPC: Training-Free Text-to-SQL Candidate Selection via Dual-Paradigm Consistency. ACL (1) 2026: 6897-6913 - [c50]Wenrui Zhou, Mohamed Hendy, Shu Yang, Qingsong Yang, Zikun Guo, Yuyu Luo, Lijie Hu, Di Wang:
Flattery in Motion: Benchmarking and Analyzing Sycophancy in Video-LLMs. ACL (1) 2026: 8146-8172 - [c49]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:
IGenBench: Benchmarking the Reliability of Text-to-Infographic Generation. ACL (1) 2026: 36919-36954 - [c48]Yifan Wu, Jingze Shi, Bingheng Wu, Jiayi Zhang, Xiaotian Lin, Yizhang Zhu, Zhaoyang Yu, Bang Liu, Chenglin Wu, Nan Tang, Yuyu Luo:
Concise Math Reasoning via Difficulty-Aware Distillation. ACL (Findings) 2026: 43401-43427 - [c47]Zhonghua Sheng, Shuyu Shen, Qiqi Duan, Leixian Shen, Xiaofu Jin, Pan Hui, Huamin Qu, Yuyu Luo:
Beyond Correctness: A Stage-Aware Framework for Decoding Student Problem-Solving Processes from Handwriting Trajectories. AIED 2026: 215-229 - [c46]Liangwei Wang, Zhengxuan Zhang, Yifan Cao, Fugee Tsung, Yuyu Luo:
TableTale: Reviving the Narrative Interplay Between Data Tables and Text in Scientific Papers. CHI 2026: 329:1-329:17 - [c45]Qiqi Duan, Chen Wang, Yuxiang Luo, Nan Tang, Leixian Shen, Yuyu Luo:
Tracking, Retrieving, and Auditing for Coherent Epics in Online Narratives. CHI Extended Abstracts 2026: 693:1-693:6 - [c44]Shuyu Shen, Sirong Lu, Leixian Shen, Yuyu Luo:
Debugging Defective Visualizations: Empirical Insights Informing a Human-AI Co‑Debugging System. CHI 2026: 889:1-889:24 - [c43]Arijit Khan, Yuyu Luo, M. Tamer Özsu, Danrui Qi, Jiannan Wang:
Second International Workshop on LLM+Vector Data: Agentic RAG Edition. ICDEW 2026: 93-96 - [c42]Boyan Li, Yiran Peng, Yupeng Xie, Sirong Lu, Yizhang Zhu, Xing Mu, Xinyu Liu, Yuyu Luo:
DeepEye: A Steerable Self-driving Data Agent System. SIGMOD Companion 2026: 74-77 - [c41]Yuyu Luo, Guoliang Li, Ju Fan, Nan Tang:
Data Agents: Levels, State of the Art, and Open Problems. SIGMOD Companion 2026: 571-579 - [i84]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:
IGenBench: Benchmarking the Reliability of Text-to-Infographic Generation. CoRR abs/2601.04498 (2026) - [i83]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:
Towards Automated Kernel Generation in the Era of LLMs. CoRR abs/2601.15727 (2026) - [i82]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:
Can LLMs Clean Up Your Mess? A Survey of Application-Ready Data Preparation with LLMs. CoRR abs/2601.17058 (2026) - [i81]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:
Towards Agentic Intelligence for Materials Science. CoRR abs/2602.00169 (2026) - [i80]Jianhao Ruan, Zhihao Xu, Yiran Peng, Fashen Ren, Zhaoyang Yu, Xinbing Liang, Jinyu Xiang, Yongru Chen, Bang Liu, Chenglin Wu, Yuyu Luo, Jiayi Zhang:
AOrchestra: Automating Sub-Agent Creation for Agentic Orchestration. CoRR abs/2602.03786 (2026) - [i79]Yuyu Luo, Guoliang Li, Ju Fan, Nan Tang:
Data Agents: Levels, State of the Art, and Open Problems. CoRR abs/2602.04261 (2026) - [i78]Jingze Shi, Zhangyang Peng, Yizhang Zhu, Yifan Wu, Guang Liu, Yuyu Luo:
OmniMoE: An Efficient MoE by Orchestrating Atomic Experts at Scale. CoRR abs/2602.05711 (2026) - [i77]Jialiang Wang, Shengxiang Xu, Hanmo Liu, Jiachuan Wang, Yuyu Luo, Shimin Di, Min-Ling Zhang, Lei Chen:
Learning to Compose for Cross-domain Agentic Workflow Generation. CoRR abs/2602.11114 (2026) - [i76]Songlin Lyu, Lujie Ban, Zihang Wu, Tianqi Luo, Jirong Liu, Chenhao Ma, Yuyu Luo, Nan Tang, Shipeng Qi, Heng Lin, Yongchao Liu, Chuntao Hong:
Text2GQL-Bench: A Text to Graph Query Language Benchmark [Experiment, Analysis & Benchmark]. CoRR abs/2602.11745 (2026) - [i75]Yishu Wang, Wei Liu, Yifan Li, Shengxiang Xu, Xujie Yuan, Ran Li, Yuyu Luo, Jia Zhu, Shimin Di, Min-Ling Zhang, Guixiang Li:
PeroMAS: A Multi-agent System of Perovskite Material Discovery. CoRR abs/2602.13312 (2026) - [i74]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:
AutoWebWorld: Synthesizing Infinite Verifiable Web Environments via Finite State Machines. CoRR abs/2602.14296 (2026) - [i73]Liangwei Wang, Zhengxuan Zhang, Yifan Cao, Fugee Tsung, Yuyu Luo:
TableTale: Reviving the Narrative Interplay Between Data Tables and Text in Scientific Papers. CoRR abs/2602.22908 (2026) - [i72]Fanqi Kong, Jiayi Zhang, Mingyi Deng, Chenglin Wu, Yuyu Luo, Bang Liu:
InfoPO: Information-Driven Policy Optimization for User-Centric Agents. CoRR abs/2603.00656 (2026) - [i71]Xiang Zhang, Hongming Xu, Le Zhou, Wei Zhou, Xuanhe Zhou, Guoliang Li, Yuyu Luo, Changdong Liu, Guorun Chen, Jiang Liao, Fan Wu:
Dial: A Knowledge-Grounded Dialect-Specific NL2SQL System. CoRR abs/2603.07449 (2026) - [i70]Teng Lin, Yizhang Zhu, Zhengxuan Zhang, Yuyu Luo, Nan Tang:
DocSage: An Information Structuring Agent for Multi-Doc Multi-Entity Question Answering. CoRR abs/2603.11798 (2026) - [i69]Boyan Li, Yiran Peng, Yupeng Xie, Sirong Lu, Yizhang Zhu, Xing Mu, Xinyu Liu, Yuyu Luo:
DeepEye: A Steerable Self-driving Data Agent System. CoRR abs/2603.28889 (2026) - [i68]Zhuowen Liang, Xiaotian Lin, Zhengxuan Zhang, Yuyu Luo, Haixun Wang, Nan Tang:
Long-Document QA with Chain-of-Structured-Thought and Fine-Tuned SLMs. CoRR abs/2603.29232 (2026) - [i67]Teng Lin, Yuyu Luo, Nan Tang:
AnnoRetrieve: Efficient Structured Retrieval for Unstructured Document Analysis. CoRR abs/2604.02690 (2026) - [i66]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:
Co-Evolution of Policy and Internal Reward for Language Agents. CoRR abs/2604.03098 (2026) - [i65]Yin Wu, Gangjian Zhang, Jiayu Chen, Chang Xu, Yuyu Luo, Nan Tang, Hui Xiong:
Decoding Ancient Oracle Bone Script via Generative Dictionary Retrieval. CoRR abs/2604.09668 (2026) - [i64]Wenqi Pei, Shizheng Hou, Boyan Li, Han Chen, Zhichao Shi, Yuyu Luo:
ROSE: An Intent-Centered Evaluation Metric for NL2SQL. CoRR abs/2604.12988 (2026) - [i63]Boyan Li, Ou Ocean Kun Hei, Yue Yu, Yuyu Luo:
DPC: Training-Free Text-to-SQL Candidate Selection via Dual-Paradigm Consistency. CoRR abs/2604.15163 (2026) - [i62]Tianqi Luo, Leixian Shen, Yuyu Luo:
Exploring Agentic Visual Analytics: A Co-Evolutionary Framework of Roles and Workflows. CoRR abs/2604.15813 (2026) - [i61]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:
Harnessing Agentic Evolution. CoRR abs/2605.13821 (2026) - [i60]Xiaoyan Su, Peijie Dong, Zhenheng Tang, Song Tang, Yuyao Zhai, Kaitao Lin, Liang Chen, Yuhang Gai, Yuyu Luo, Qian Wang, Xiaowen Chu:
VCG-Bench: Towards A Unified Visual-Centric Benchmark for Structured Generation and Editing. CoRR abs/2605.15677 (2026) - [i59]Jiayi Zhang, Fanqi Kong, Guibin Zhang, Maojia Song, Zhaoyang Yu, Jianhao Ruan, Jinyu Xiang, Bang Liu, Chenglin Wu, Yuyu Luo:
Scalable Environments Drive Generalizable Agents. CoRR abs/2605.18181 (2026) - [i58]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:
Foundation Protocol: A Coordination Layer for Agentic Society. CoRR abs/2605.23218 (2026) - [i57]Chao Deng, Ju Fan, Yuyu Luo, Qinliang Xue, Meihao Fan, Yuxin Zhang, Min Zhang, Xiaofeng Jia, Jing Zhang, Xiaoyong Du:
TACO: A Benchmark for Open-Domain Text-to-SQL with Ambiguous and Cross-Database Queries. CoRR abs/2606.14201 (2026) - [i56]Yuxiang Luo, Haonan Long, Chen Wang, Qiqi Duan, Xiaotian Lin, Yanwei Xu, Yuyu Luo, Weikai Yang, Nan Tang:
TuneAhead: Predicting Fine-tuning Performance Before Full Training Begins. CoRR abs/2606.17660 (2026) - [i55]Yupeng Xie, Chen Ma, Zhenyang Wang, Liangwei Wang, Jiayi Zhu, Chuxuan Zeng, Zhouan Shen, Boyan Li, Yuyu Luo:
DataMagic: Transforming Tabular Data into Data Insight Video. CoRR abs/2606.20388 (2026) - [i54]Yizhang Zhu, Zhangyang Peng, Boyan Li, Yuyu Luo:
SQLConductor: Search-to-Policy Learning for Step-wise Text-to-SQL Orchestration. CoRR abs/2606.23537 (2026) - [i53]Yuhui Wang, Jinqi Liu, Chengliang Chai, Hangyu Zhao, Yuhao Deng, Yuyu Luo, Xin Tang, Ye Yuan, Guoren Wang, Fengjin Wang, Lei Cao:
EcoTable: Cost-effective Table Integration in Data Lakes for Natural Language Queries. CoRR abs/2606.26613 (2026) - [i52]Yao Shi, Kingfung Luo, Nan Tang, Yuyu Luo:
CSTrader: A Testbed for Language-Grounded Trading in a Community-Driven Virtual Asset Market. CoRR abs/2606.31461 (2026) - 2025
- [j32]Nan Tang, Yuyu Luo:
Letter from the Special Issue Editor. IEEE Data Eng. Bull. 49(3): 3 (2025) - [j31]Changlun Li, Chenyu Yang, Yuyu Luo, Ju Fan, Nan Tang:
Weak-to-Strong Prompts with Lightweight-to-Powerful LLMs for High-Accuracy, Low-Cost, and Explainable Data Transformation. Proc. VLDB Endow. 18(8): 2371-2384 (2025) - [j30]Chenyu Yang, Yuyu Luo, Chuanxuan Cui, Ju Fan, Chengliang Chai, Nan Tang:
Data Imputation with Limited Data Redundancy Using Data Lakes. Proc. VLDB Endow. 18(10): 3354-3367 (2025) - [j29]Yuyu Luo, Guoliang Li, Ju Fan, Chengliang Chai, Nan Tang:
Natural Language to SQL: State of the Art and Open Problems. Proc. VLDB Endow. 18(12): 5466-5471 (2025) - [j28]Xiaotian Lin, Yanlin Qi, Yizhang Zhu, Themis Palpanas, Chengliang Chai, Nan Tang, Yuyu Luo:
LEAD: Iterative Data Selection for Efficient LLM Instruction Tuning. Proc. VLDB Endow. 19(3): 426-439 (2025) - [j27]Arijit Khan, Yuyu Luo, Wenjie Zhang, Minqi Zhou, Xiaofang Zhou:
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. 54(4): 33-42 (2025) - [j26]Xinyu Liu, Shuyu Shen, Boyan Li, Peixian Ma, Runzhi Jiang, Yuxin Zhang, Ju Fan, Guoliang Li, Nan Tang, Yuyu Luo:
A Survey of Text-to-SQL in the Era of LLMs: Where Are We, and Where Are We Going? IEEE Trans. Knowl. Data Eng. 37(10): 5735-5754 (2025) - [j25]Chengliang Chai, Kaisen Jin, Nan Tang, Ju Fan, Dongjing Miao, Jiayi Wang, Yuyu Luo, Guoliang Li, Ye Yuan, Guoren Wang:
Cost-effective Missing Value Imputation for Data-effective Machine Learning. ACM Trans. Database Syst. 50(3): 10:1-10:36 (2025) - [j24]Leixian Shen, Haotian Li, Yun Wang, Tianqi Luo, Yuyu Luo, Huamin Qu:
Data Playwright: Authoring Data Videos With Annotated Narration. IEEE Trans. Vis. Comput. Graph. 31(9): 5884-5897 (2025) - [c40]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:
Data Interpreter: An LLM Agent for Data Science. ACL (Findings) 2025: 19796-19821 - [c39]Zhonghua Sheng, Shuyu Shen, Leixian Shen, Qiqi Duan, Nan Tang, Pan Hui, Huamin Qu, Yuyu Luo:
Automatic Modeling and Analysis of Students' Problem-Solving Handwriting Trajectories. AIED (1) 2025: 221-235 - [c38]Yao Shi, Boyan Li, Yuyu Luo, Lei Chen, Nan Tang:
Augmenting Realistic Charts with Virtual Overlays. CHI 2025: 619:1-619:23 - [c37]Teng Lin, Yuyu Luo, Honglin Zhang, Jicheng Zhang, Chunlin Liu, Kaishun Wu, Nan Tang:
MEBench: Benchmarking Large Language Models for Cross-Document Multi-Entity Question Answering. EMNLP 2025: 1481-1494 - [c36]Jinyu Xiang, Jiayi Zhang, Zhaoyang Yu, Xinbing Liang, Fengwei Teng, Jinhao Tu, Fashen Ren, Xiangru Tang, Sirui Hong, Chenglin Wu, Yuyu Luo:
Self-Supervised Prompt Optimization. EMNLP (Findings) 2025: 9017-9041 - [c35]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:
AFlow: Automating Agentic Workflow Generation. ICLR 2025 - [c34]Boyan Li, Jiayi Zhang, Ju Fan, Yanwei Xu, Chong Chen, Nan Tang, Yuyu Luo:
Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search. ICML 2025 - [c33]Mingyue Yuan, Jieshan Chen, Zhenchang Xing, Aaron Quigley, Yuyu Luo, Tianqi Luo, Gelareh Mohammadi, Qinghua Lu, Liming Zhu:
DesignRepair: Dual-Stream Design Guideline-Aware Frontend Repair with Large Language Models. ICSE 2025: 2483-2494 - [c32]Xudong Yang, Yizhang Zhu, Hanfeng Liu, Zeyi Wen, Nan Tang, Yuyu Luo:
RAMer: Reconstruction-based Adversarial Model for Multi-party Multi-modal Multi-label Emotion Recognition. IJCAI 2025: 2215-2223 - [c31]Yanchen Zhu, Honghui Zou, Chufan Liu, Yuyu Luo, Yuankai Wu, Yuxuan Liang:
Reinforcement Learning for Hybrid Charging Stations Planning and Operation Considering Fixed and Mobile Chargers. IJCAI 2025: 10017-10025 - [c30]Ziming Li, Youhuan Li, Yuyu Luo, Guoliang Li, Chuxu Zhang:
Graph Neural Networks for Databases: A Survey. IJCAI 2025: 10555-10563 - [c29]Xinyu Liu, Shuyu Shen, Boyan Li, Nan Tang, Yuyu Luo:
NL2SQL-BUGs: A Benchmark for Detecting Semantic Errors in NL2SQL Translation. KDD (2) 2025: 5662-5673 - [c28]Changlun Li, Yao Shi, Chen Wang, Qiqi Duan, Runke Ruan, Weijie Huang, Haonan Long, Lijun Huang, Nan Tang, Yuyu Luo:
Time Travel is Cheating: Going Live with DeepFund for Real-Time Fund Investment Benchmarking. NeurIPS 2025 - [c27]Tianqi Luo, Chuhan Huang, Leixian Shen, Boyan Li, Shuyu Shen, Wei Zeng, Nan Tang, Yuyu Luo:
nvBench 2.0: Resolving Ambiguity in Text-to-Visualization through Stepwise Reasoning. NeurIPS 2025 - [c26]Fengwei Teng, Quan Shi, Zhaoyang Yu, Jiayi Zhang, Yuyu Luo, Chenglin Wu, Zhijiang Guo:
Atom of Thoughts for Markov LLM Test-Time Scaling. NeurIPS 2025 - [i51]Siyu Yan, Tiancheng Liu, Weikai Yang, Nan Tang, Yuyu Luo:
ChartEditor: A Human-AI Paired Tool for Authoring Pictorial Charts. CoRR abs/2501.07320 (2025) - [i50]Jinyu Xiang, Jiayi Zhang, Zhaoyang Yu, Fengwei Teng, Jinhao Tu, Xinbing Liang, Sirui Hong, Chenglin Wu, Yuyu Luo:
Self-Supervised Prompt Optimization. CoRR abs/2502.06855 (2025) - [i49]Xudong Yang, Yizhang Zhu, Nan Tang, Yuyu Luo:
RAMer: Reconstruction-based Adversarial Model for Multi-party Multi-modal Multi-label Emotion Recognition. CoRR abs/2502.10435 (2025) - [i48]Fengwei Teng, Zhaoyang Yu, Quan Shi, Jiayi Zhang, Chenglin Wu, Yuyu Luo:
Atom of Thoughts for Markov LLM Test-Time Scaling. CoRR abs/2502.12018 (2025) - [i47]Ziming Li, Youhuan Li, Yuyu Luo, Guoliang Li, Chuxu Zhang:
Graph Neural Networks for Databases: A Survey. CoRR abs/2502.12908 (2025) - [i46]Boyan Li, Jiayi Zhang, Ju Fan, Yanwei Xu, Chong Chen, Nan Tang, Yuyu Luo:
Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search. CoRR abs/2502.17248 (2025) - [i45]Zhengxuan Zhang, Yin Wu, Yuyu Luo, Nan Tang:
Fine-Grained Retrieval-Augmented Generation for Visual Question Answering. CoRR abs/2502.20964 (2025) - [i44]Teng Lin, Yizhang Zhu, Yuyu Luo, Nan Tang:
SRAG: Structured Retrieval-Augmented Generation for Multi-Entity Question Answering over Wikipedia Graph. CoRR abs/2503.01346 (2025) - [i43]Xinyu Liu, Shuyu Shen, Boyan Li, Nan Tang, Yuyu Luo:
NL2SQL-BUGs: A Benchmark for Detecting Semantic Errors in NL2SQL Translation. CoRR abs/2503.11984 (2025) - [i42]Tianqi Luo, Chuhan Huang, Leixian Shen, Boyan Li, Shuyu Shen, Wei Zeng, Nan Tang, Yuyu Luo:
nvBench 2.0: A Benchmark for Natural Language to Visualization under Ambiguity. CoRR abs/2503.12880 (2025) - [i41]Changlun Li, Yao Shi, Yuyu Luo, Nan Tang:
DeepFund: Will LLM be Professional at Fund Investment? A Live Arena Perspective. CoRR abs/2503.18313 (2025) - [i40]Changlun Li, Yao Shi, Yuyu Luo, Nan Tang:
Rise of the Community Champions: From Reviewer Crunch to Community Power. CoRR abs/2503.18336 (2025) - [i39]Yizhang Zhu, Runzhi Jiang, Boyan Li, Nan Tang, Yuyu Luo:
EllieSQL: Cost-Efficient Text-to-SQL with Complexity-Aware Routing. CoRR abs/2503.22402 (2025) - [i38]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:
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems. CoRR abs/2504.01990 (2025) - [i37]Yin Wu, Zhengxuan Zhang, Fuling Wang, Yuyu Luo, Hui Xiong, Nan Tang:
EXCLAIM: An Explainable Cross-Modal Agentic System for Misinformation Detection with Hierarchical Retrieval. CoRR abs/2504.06269 (2025) - [i36]Zhengxuan Zhang, Zhuowen Liang, Yin Wu, Teng Lin, Yuyu Luo, Nan Tang:
DataMosaic: Explainable and Verifiable Multi-Modal Data Analytics through Extract-Reason-Verify. CoRR abs/2504.10036 (2025) - [i35]Yuxin Zhang, Meihao Fan, Ju Fan, Mingyang Yi, Yuyu Luo, Jian Tan, Guoliang Li:
Reward-SQL: Boosting Text-to-SQL via Stepwise Reasoning and Process-Supervised Rewards. CoRR abs/2505.04671 (2025) - [i34]Xiaotian Lin, Yanlin Qi, Yizhang Zhu, Themis Palpanas, Chengliang Chai, Nan Tang, Yuyu Luo:
LEAD: Iterative Data Selection for Efficient LLM Instruction Tuning. CoRR abs/2505.07437 (2025) - [i33]Changlun Li, Yao Shi, Chen Wang, Qiqi Duan, Runke Ruan, Weijie Huang, Haonan Long, Lijun Huang, Yuyu Luo, Nan Tang:
Time Travel is Cheating: Going Live with DeepFund for Real-Time Fund Investment Benchmarking. CoRR abs/2505.11065 (2025) - [i32]Yifan Wu, Jingze Shi, Bingheng Wu, Jiayi Zhang, Xiaotian Lin, Nan Tang, Yuyu Luo:
Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting. CoRR abs/2505.19716 (2025) - [i31]Bingheng Wu, Jingze Shi, Yifan Wu, Nan Tang, Yuyu Luo:
TransXSSM: A Hybrid Transformer State Space Model with Unified Rotary Position Embedding. CoRR abs/2506.09507 (2025) - [i30]Yanchen Zhu, Honghui Zou, Chufan Liu, Yuyu Luo, Yuankai Wu, Yuxuan Liang:
Reinforcement learning for hybrid charging stations planning and operation considering fixed and mobile chargers. CoRR abs/2506.16764 (2025) - [i29]Leixian Shen, Leni Yang, Haotian Li, Yun Wang, Yuyu Luo, Huamin Qu:
How Does Empirical Research Facilitate Creation Tool Design? A Data Video Perspective. CoRR abs/2507.15244 (2025) - [i28]Yiyu Chen, Yifan Wu, Shuyu Shen, Yupeng Xie, Leixian Shen, Hui Xiong, Yuyu Luo:
ChartMark: A Structured Grammar for Chart Annotation. CoRR abs/2507.21810 (2025) - [i27]Zhihao Shuai, Boyan Li, Siyu Yan, Yuyu Luo, Weikai Yang:
DeepVIS: Bridging Natural Language and Data Visualization Through Step-wise Reasoning. CoRR abs/2508.01700 (2025) - [i26]Jingze Shi, Yifan Wu, Bingheng Wu, Yiran Peng, Liangdong Wang, Guang Liu, Yuyu Luo:
Trainable Dynamic Mask Sparse Attention. CoRR abs/2508.02124 (2025) - [i25]Bin Cao, Yang Liu, Longhan Zhang, Yifan Wu, Zhixun Li, Yuyu Luo, Hong Cheng, Yang Ren, Tong-Yi Zhang:
Beyond Structure: Invariant Crystal Property Prediction with Pseudo-Particle Ray Diffraction. CoRR abs/2509.21778 (2025) - [i24]Shengxiang Xu, Jiayi Zhang, Shimin Di, Yuyu Luo, Liang Yao, Hanmo Liu, Jia Zhu, Fan Liu, Min-Ling Zhang:
RobustFlow: Towards Robust Agentic Workflow Generation. CoRR abs/2509.21834 (2025) - [i23]Boyan Li, Chong Chen, Zhujun Xue, Yinan Mei, Yuyu Luo:
DeepEye-SQL: A Software-Engineering-Inspired Text-to-SQL Framework. CoRR abs/2510.17586 (2025) - [i22]Yupeng Xie, Zhiyang Zhang, Yifan Wu, Sirong Lu, Jiayi Zhang, Zhaoyang Yu, Jinlin Wang, Sirui Hong, Bang Liu, Chenglin Wu, Yuyu Luo:
VisJudge-Bench: Aesthetics and Quality Assessment of Visualizations. CoRR abs/2510.22373 (2025) - [i21]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:
ReCode: Unify Plan and Action for Universal Granularity Control. CoRR abs/2510.23564 (2025) - [i20]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:
A Survey of Data Agents: Emerging Paradigm or Overstated Hype? CoRR abs/2510.23587 (2025) - [i19]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:
InteractComp: Evaluating Search Agents With Ambiguous Queries. CoRR abs/2510.24668 (2025) - [i18]Songxin Lei, Qiongyan Wang, Yanchen Zhu, Hanyu Yao, Sijie Ruan, Weilin Ruan, Yuyu Luo, Huaming Wu, Yuxuan Liang:
A Game-Theoretic Spatio-Temporal Reinforcement Learning Framework for Collaborative Public Resource Allocation. CoRR abs/2510.26184 (2025) - [i17]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:
From Code Foundation Models to Agents and Applications: A Comprehensive Survey and Practical Guide to Code Intelligence. CoRR abs/2511.18538 (2025) - [i16]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:
AutoEnv: Automated Environments for Measuring Cross-Environment Agent Learning. CoRR abs/2511.19304 (2025) - 2024
- [j23]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) - [j22]Nan Tang, Chenyu Yang, Zhengxuan Zhang, Yuyu Luo, Ju Fan, Lei Cao, Sam Madden, Alon Y. Halevy:
Symphony: Towards Trustworthy Question Answering and Verification using RAG over Multimodal Data Lakes. IEEE Data Eng. Bull. 48(4): 135-146 (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 & Benchmark ]. Proc. VLDB Endow. 17(11): 3318-3331 (2024) - [j18]Guozheng Li, Runfei Li, Yunshan Feng, Yu Zhang, Yuyu Luo, Chi Harold Liu:
CoInsight: Visual Storytelling for Hierarchical Tables With Connected Insights. IEEE Trans. Vis. Comput. Graph. 30(6): 3049-3061 (2024) - [j17]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. Vis. Informatics 8(1): 43-66 (2024) - [c25]Nan Tang, Chenyu Yang, Ju Fan, Lei Cao, Yuyu Luo, Alon Y. Halevy:
VerifAI: Verified Generative AI. CIDR 2024 - [c24]Zhengxuan Zhang, Yin Wu, Yuyu Luo, Nan Tang:
MAR: Matching-Augmented Reasoning for Enhancing Visual-based Entity Question Answering. EMNLP 2024: 1520-1530 - [c23]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 - [c22]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 - [c21]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 - [c20]Yizhang Zhu, Shiyin Du, Boyan Li, Yuyu Luo, Nan Tang:
Are Large Language Models Good Statisticians? NeurIPS 2024 - [i15]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) - [i14]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) - [i13]Jianing Hao, Zhuowen Liang, Chunting Li, Yuyu Luo, Wei Zeng:
VisLTR: Visualization-in-the-Loop Table Reasoning. CoRR abs/2406.03753 (2024) - [i12]Yizhang Zhu, Shiyin Du, Boyan Li, Yuyu Luo, Nan Tang:
Are Large Language Models Good Statisticians? CoRR abs/2406.07815 (2024) - [i11]Yupeng Xie, Yuyu Luo, Guoliang Li, Nan Tang:
HAIChart: Human and AI Paired Visualization System. CoRR abs/2406.11033 (2024) - [i10]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) - [i9]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) - [i8]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:
AFlow: Automating Agentic Workflow Generation. CoRR abs/2410.10762 (2024) - [i7]Mingyue Yuan, Jieshan Chen, Zhenchang Xing, Aaron Quigley, Yuyu Luo, Gelareh Mohammadi, Qinghua Lu, Liming Zhu:
DesignRepair: Dual-Stream Design Guideline-Aware Frontend Repair with Large Language Models. CoRR abs/2411.01606 (2024) - [i6]Shuyu Shen, Sirong Lu, Leixian Shen, Zhonghua Sheng, Nan Tang, Yuyu Luo:
Ask Humans or AI? Exploring Their Roles in Visualization Troubleshooting. CoRR abs/2412.07673 (2024) - [i5]Peixian Ma, Boyan Li, Runzhi Jiang, Ju Fan, Nan Tang, Yuyu Luo:
A Plug-and-Play Natural Language Rewriter for Natural Language to SQL. CoRR abs/2412.17068 (2024) - [i4]Yunfan Zhang, Changlun Li, Yuyu Luo, Nan Tang:
SketchFill: Sketch-Guided Code Generation for Imputing Derived Missing Values. CoRR abs/2412.19113 (2024) - [i3]Xudong Yang, Yifan Wu, Yizhang Zhu, Nan Tang, Yuyu Luo:
AskChart: Universal Chart Understanding through Textual Enhancement. CoRR abs/2412.19146 (2024) - 2023
- [j16]Yuyu Luo, Yihui Zhou, Nan Tang, Guoliang Li, Chengliang Chai, Leixian Shen:
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, Jiabin Liu, Nan Tang, Ju Fan, Dongjing Miao, Jiayi Wang, Yuyu Luo, Guoliang Li:
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, Jiayi Wang, Yuyu Luo, Zeping Niu, Guoliang Li:
Data Management for Machine Learning: A Survey. IEEE Trans. Knowl. Data Eng. 35(5): 4646-4667 (2023) - [j13]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. IEEE Trans. Vis. Comput. Graph. 29(6): 3121-3144 (2023) - [c19]Yuyu Luo, Yi Xie, Enliang Yan, Lap-Kei Lee, Fu Lee Wang, Tianyong Hao:
A User Intent Recognition Model for Medical Queries Based on Attentional Interaction and Focal Loss Boost. NCAA (2) 2023: 245-259 - [c18]Chengliang Chai, Nan Tang, Ju Fan, Yuyu Luo:
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, Xuedi Qin, Chengliang Chai, Nan Tang, Guoliang Li, Wenbo Li:
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, Jianhua Feng, Xiang Yu, Mourad Ouzzani:
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, Guoliang Li, Ju Fan, Yuyu Luo:
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, Guoliang Li, Jian Li, Yuyu Luo, Samuel Madden:
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, Chengliang Chai, Yuyu Luo, Jianhua Feng, Yan Huang, Songfan Yang, Haitao Yuan, Haoda Li, Kaiyu Li, Fu Zhu, Kang Pan:
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
[c53] [c48] [c45] [c41] [i79] [i76] [i70] [i68] [i67] [i65] [i56] [i52] [j32] [j31] [j30] [j29] [j28] [j26] [j25] [c39] [c38] [c37] [c34] [c32] [c29] [c28] [c27] [i51] [i49] [i46] [i45] [i44] [i43] [i42] [i41] [i40] [i39] [i37] [i36] [i34] [i33] [i32] [i31] [i20] [i19] [j22] [j20] [j19] [c25] [c24] [c23] [c21] [c20] [i14] [i12] [i11] [i10] [i6] [i5] [i4] [i3] [j16] [j15] [c18] [j12] [j11] [j10] [j9] [c15] [c14] [j8] [c11] [c10] [j6] [j5] [j4] [j3] [c9] [c6] [j1] [c4] [c3] [c2]
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