Data Placement and Query Processing Based on RPE Parallelisms. - Yaxin Yu; Guoren Wang; Ge Yu 001; Gang Wu 007; Junan Hu; Nan Tang 001 (COMPSAC, 2003)

Answering XML Twig Queries with Automata. - Bing Sun; Bo Zhou; Nan Tang 001; Guoren Wang; Ge Yu 001; Fulin Jia (APWeb, 2004)

Accelerating XML Structural Join by Partitioning. - Nan Tang 001; Jeffrey Xu Yu; Kam-Fai Wong; Kevin Lü 001; Jianxin Li 001 (DEXA, 2005)

WIN: An Effcient Data Placement Strategy for Parallel XML Databases. - Nan Tang 001; Guoren Wang; Jeffrey Xu Yu; Kam-Fai Wong; Ge Yu 001 (ICPADS (1), 2005)

Fast Reachability Query Processing. - Jiefeng Cheng; Jeffrey Xu Yu; Nan Tang 001 (DASFAA, 2006)

Fast Structural Join with a Location Function. - Nan Tang 001; Jeffrey Xu Yu; Kam-Fai Wong; Haifeng Jiang (DASFAA, 2006)

Answering XML Queries Using Path-Based Indexes: A Survey. - Kam-Fai Wong; Jeffrey Xu Yu; Nan Tang 001 (World Wide Web, 2006)

Efficient Xpath query processing in native XML databases. - Nan Tang 001 (2007)

Multiple Materialized View Selection for XPath Query Rewriting. - Nan Tang 001; Jeffrey Xu Yu; M. Tamer Özsu; Byron Choi; Kam-Fai Wong (ICDE, 2008)

Hierarchical Indexing Approach to Support XPath Queries. - Nan Tang 001; Jeffrey Xu Yu; M. Tamer Özsu; Kam-Fai Wong (ICDE, 2008)

Fast XML Structural Join Algorithms by Partitioning. - Nan Tang 001; Jeffrey Xu Yu; Kam-Fai Wong; Jianxin Li 001 (J. Res. Pract. Inf. Technol., 2008)

Space-economical partial gram indices for exact substring matching. - Nan Tang 001; Lefteris Sidirourgos; Peter A. Boncz (CIKM, 2009)

Materialized View Selection in XML Databases. - Nan Tang 001; Jeffrey Xu Yu; Hao Tang; M. Tamer Özsu; Peter A. Boncz (DASFAA, 2009)

Efficient Distribution of Full-Fledged XQuery. - Ying Zhang 027; Nan Tang 001; Peter A. Boncz (ICDE, 2009)

Graph Pattern Matching: From Intractable to Polynomial Time. - Wenfei Fan; Jianzhong Li 001; Shuai Ma 001; Nan Tang 001; Yinghui Wu 001; Yunpeng Wu (Proc. VLDB Endow., 2010)

Towards Certain Fixes with Editing Rules and Master Data. - Wenfei Fan; Jianzhong Li 001; Shuai Ma 001; Nan Tang 001; Wenyuan Yu (Proc. VLDB Endow., 2010)

Projective Distribution of XQuery with Updates. - Ying Zhang 027; Nan Tang 001; Peter A. Boncz (IEEE Trans. Knowl. Data Eng., 2010)

Interaction between record matching and data repairing. - Wenfei Fan; Jianzhong Li 001; Shuai Ma 001; Nan Tang 001; Wenyuan Yu (SIGMOD Conference, 2011)

CerFix: A System for Cleaning Data with Certain Fixes. - Wenfei Fan; Jianzhong Li 001; Shuai Ma 001; Nan Tang 001; Wenyuan Yu (Proc. VLDB Endow., 2011)

Adding regular expressions to graph reachability and pattern queries. - Wenfei Fan; Jianzhong Li 001; Shuai Ma 001; Nan Tang 001; Yinghui Wu 001 (Frontiers Comput. Sci., 2012)

The data analytics group at the qatar computing research institute. - George Beskales; Gautam Das 001; Ahmed K. Elmagarmid; Ihab F. Ilyas; Felix Naumann; Mourad Ouzzani; Paolo Papotti; Jorge-Arnulfo Quiané-Ruiz; Nan Tang 001 (SIGMOD Rec., 2012)

Data Quality Problems beyond Consistency and Deduplication. - Wenfei Fan; Floris Geerts; Shuai Ma 001; Nan Tang 001; Wenyuan Yu (In Search of Elegance in the Theory and Practice of Computation, 2013)

Inferring data currency and consistency for conflict resolution. - Wenfei Fan; Floris Geerts; Nan Tang 001; Wenyuan Yu (ICDE, 2013)

NADEEF: a commodity data cleaning system. - Michele Dallachiesa; Amr Ebaid; Ahmed Eldawy; Ahmed K. Elmagarmid; Ihab F. Ilyas; Mourad Ouzzani; Nan Tang 001 (SIGMOD Conference, 2013)

NADEEF: A Generalized Data Cleaning System. - Amr Ebaid; Ahmed K. Elmagarmid; Ihab F. Ilyas; Mourad Ouzzani; Jorge-Arnulfo Quiané-Ruiz; Nan Tang 001; Si Yin (Proc. VLDB Endow., 2013)

Big Data Cleaning. - Nan Tang 001 (APWeb, 2014)

NADEEF/ER: generic and interactive entity resolution. - Ahmed K. Elmagarmid; Ihab F. Ilyas; Mourad Ouzzani; Jorge-Arnulfo Quiané-Ruiz; Nan Tang 001; Si Yin (SIGMOD Conference, 2014)

Towards dependable data repairing with fixing rules. - Jiannan Wang 001; Nan Tang 001 (SIGMOD Conference, 2014)

Conflict resolution with data currency and consistency. - Wenfei Fan; Floris Geerts; Nan Tang 001; Wenyuan Yu (ACM J. Data Inf. Qual., 2014)

Interaction between Record Matching and Data Repairing. - Wenfei Fan; Shuai Ma 001; Nan Tang 001; Wenyuan Yu (ACM J. Data Inf. Qual., 2014)

Incremental Detection of Inconsistencies in Distributed Data. - Wenfei Fan; Jianzhong Li 001; Nan Tang 001; Wenyuan Yu (IEEE Trans. Knowl. Data Eng., 2014)

Proof positive and negative in data cleaning. - Matteo Interlandi; Nan Tang 001 (ICDE, 2015)

Big RDF data cleaning. - Nan Tang 001 (ICDE Workshops, 2015)

KATARA: A Data Cleaning System Powered by Knowledge Bases and Crowdsourcing. - Xu Chu; John Morcos; Ihab F. Ilyas; Mourad Ouzzani; Paolo Papotti; Nan Tang 001; Yin Ye (SIGMOD Conference, 2015)

BigDansing: A System for Big Data Cleansing. - Zuhair Khayyat; Ihab F. Ilyas; Alekh Jindal; Samuel Madden 001; Mourad Ouzzani; Paolo Papotti; Jorge-Arnulfo Quiané-Ruiz; Nan Tang 001; Si Yin (SIGMOD Conference, 2015)

On Summarizing Graph Streams. - Nan Tang 001; Qing Chen 002; Prasenjit Mitra (CoRR, 2015)

KATARA: Reliable Data Cleaning with Knowledge Bases and Crowdsourcing. - Xu Chu; Mourad Ouzzani; John Morcos; Ihab F. Ilyas; Paolo Papotti; Nan Tang 001; Yin Ye (Proc. VLDB Endow., 2015)

Lightning Fast and Space Efficient Inequality Joins. - Zuhair Khayyat; William Lucia; Meghna Singh; Mourad Ouzzani; Paolo Papotti; Jorge-Arnulfo Quiané-Ruiz; Nan Tang 001; Panos Kalnis (Proc. VLDB Endow., 2015)

Road to Freedom in Big Data Analytics. - Divy Agrawal; Sanjay Chawla; Ahmed K. Elmagarmid; Zoi Kaoudi; Mourad Ouzzani; Paolo Papotti; Jorge-Arnulfo Quiané-Ruiz; Nan Tang 001; Mohammed J. Zaki (EDBT, 2016)

Graph Stream Summarization: From Big Bang to Big Crunch. - Nan Tang 001; Qing Chen 002; Prasenjit Mitra (SIGMOD Conference, 2016)

Rheem: Enabling Multi-Platform Task Execution. - Divy Agrawal; Mouhamadou Lamine Ba; Laure Berti-Équille; Sanjay Chawla; Ahmed K. Elmagarmid; Hossam Hammady; Yasser Idris; Zoi Kaoudi; Zuhair Khayyat; Sebastian Kruse 001; Mourad Ouzzani; Paolo Papotti; et al. (SIGMOD Conference, 2016)

Interactive and Deterministic Data Cleaning. - Jian He; Enzo Veltri; Donatello Santoro; Guoliang Li 001; Giansalvatore Mecca; Paolo Papotti; Nan Tang 001 (SIGMOD Conference, 2016)

Detecting Data Errors: Where are we and what needs to be done? - Ziawasch Abedjan; Xu Chu; Dong Deng 001; Raul Castro Fernandez; Ihab F. Ilyas; Mourad Ouzzani; Paolo Papotti; Michael Stonebraker; Nan Tang 001 (Proc. VLDB Endow., 2016)

The Data Civilizer System. - Dong Deng 001; Raul Castro Fernandez; Ziawasch Abedjan; Sibo Wang 001; Michael Stonebraker; Ahmed K. Elmagarmid; Ihab F. Ilyas; Samuel Madden 001; Mourad Ouzzani; Nan Tang 001 (CIDR, 2017)

Cleaning Relations Using Knowledge Bases. - Shuang Hao 002; Nan Tang 001; Guoliang Li 001; Jian Li 015 (ICDE, 2017)

Interactive Data Repairing: the FALCON Dive. - Enzo Veltri; Donatello Santoro; Giansalvatore Mecca; Paolo Papotti; Jian He; Gouliang Li; Nan Tang 001 (SEBD, 2017)

Generating Concise Entity Matching Rules. - Rohit Singh 002; Venkata Vamsikrishna Meduri; Ahmed K. Elmagarmid; Samuel Madden 001; Paolo Papotti; Jorge-Arnulfo Quiané-Ruiz; Armando Solar-Lezama; Nan Tang 001 (SIGMOD Conference, 2017)

A Demo of the Data Civilizer System. - Raul Castro Fernandez; Dong Deng 001; Essam Mansour 001; Abdulhakim Ali Qahtan; Wenbo Tao; Ziawasch Abedjan; Ahmed K. Elmagarmid; Ihab F. Ilyas; Samuel Madden 001; Mourad Ouzzani; Michael Stonebraker; Nan Tang 001 (SIGMOD Conference, 2017)

UGuide: User-Guided Discovery of FD-Detectable Errors. - Saravanan Thirumuruganathan; Laure Berti-Équille; Mourad Ouzzani; Jorge-Arnulfo Quiané-Ruiz; Nan Tang 001 (SIGMOD Conference, 2017)

Entity Consolidation: The Golden Record Problem. - Dong Deng 001; Wenbo Tao; Ziawasch Abedjan; Ahmed K. Elmagarmid; Ihab F. Ilyas; Samuel Madden 001; Mourad Ouzzani; Michael Stonebraker; Nan Tang 001 (CoRR, 2017)

DeepER - Deep Entity Resolution. - Muhammad Ebraheem; Saravanan Thirumuruganathan; Shafiq R. Joty; Mourad Ouzzani; Nan Tang 001 (CoRR, 2017)

Dependable Data Repairing with Fixing Rules. - Jiannan Wang 001; Nan Tang 001 (ACM J. Data Inf. Qual., 2017)

Errata for "Lightning Fast and Space Efficient Inequality Joins" (PVLDB 8(13): 2074-2085). - Zuhair Khayyat; William Lucia; Meghna Singh; Mourad Ouzzani; Paolo Papotti; Jorge-Arnulfo Quiané-Ruiz; Nan Tang 001; Panos Kalnis (Proc. VLDB Endow., 2017)

Synthesizing Entity Matching Rules by Examples. - Rohit Singh 002; Venkata Vamsikrishna Meduri; Ahmed K. Elmagarmid; Samuel Madden 001; Paolo Papotti; Jorge-Arnulfo Quiané-Ruiz; Armando Solar-Lezama; Nan Tang 001 (Proc. VLDB Endow., 2017)

A Novel Cost-Based Model for Data Repairing. - Shuang Hao 002; Nan Tang 001; Guoliang Li 001; Jian He; Na Ta 001; Jianhua Feng (IEEE Trans. Knowl. Data Eng., 2017)

Fast and scalable inequality joins. - Zuhair Khayyat; William Lucia; Meghna Singh; Mourad Ouzzani; Paolo Papotti; Jorge-Arnulfo Quiané-Ruiz; Nan Tang 001; Panos Kalnis (VLDB J., 2017)

DeepEye: Visualizing Your Data by Keyword Search. - Xuedi Qin; Yuyu Luo; Nan Tang 001; Guoliang Li 001 (EDBT, 2018)

Seeping Semantics: Linking Datasets Using Word Embeddings for Data Discovery. - Raul Castro Fernandez; Essam Mansour 001; Abdulhakim Ali Qahtan; Ahmed K. Elmagarmid; Ihab F. Ilyas; Samuel Madden 001; Mourad Ouzzani; Michael Stonebraker; Nan Tang 001 (ICDE, 2018)

Discovering Mis-Categorized Entities. - Shuang Hao 002; Nan Tang 001; Guoliang Li 001; Jianhua Feng (ICDE, 2018)

Cleaning Your Wrong Google Scholar Entries. - Shuang Hao 002; Yi Xu; Nan Tang 001; Guoliang Li 001; Jianhua Feng (ICDE, 2018)

DeepEye: Towards Automatic Data Visualization. - Yuyu Luo; Xuedi Qin; Nan Tang 001; Guoliang Li 001 (ICDE, 2018)

Building Data Civilizer Pipelines with an Advanced Workflow Engine. - Essam Mansour 001; Dong Deng 001; Raul Castro Fernandez; Abdulhakim Ali Qahtan; Wenbo Tao; Ziawasch Abedjan; Ahmed K. Elmagarmid; Ihab F. Ilyas; Samuel Madden 001; Mourad Ouzzani; Michael Stonebraker; Nan Tang 001 (ICDE, 2018)

FAHES: Detecting Disguised Missing Values. - Abdulhakim Ali Qahtan; Ahmed K. Elmagarmid; Mourad Ouzzani; Nan Tang 001 (ICDE, 2018)

FAHES: A Robust Disguised Missing Values Detector. - Abdulhakim Ali Qahtan; Ahmed K. Elmagarmid; Raul Castro Fernandez; Mourad Ouzzani; Nan Tang 001 (KDD, 2018)

DeepEye: Creating Good Data Visualizations by Keyword Search. - Yuyu Luo; Xuedi Qin; Nan Tang 001; Guoliang Li 001; Xinran Wang (SIGMOD Conference, 2018)

DeepEye: An automatic big data visualization framework. - Xuedi Qin; Yuyu Luo; Nan Tang 001; Guoliang Li 001 (Big Data Min. Anal., 2018)

Data Curation with Deep Learning [Vision]: Towards Self Driving Data Curation. - Saravanan Thirumuruganathan; Nan Tang 001; Mourad Ouzzani (CoRR, 2018)

Reuse and Adaptation for Entity Resolution through Transfer Learning. - Saravanan Thirumuruganathan; Shameem Ahamed Puthiya Parambath; Mourad Ouzzani; Nan Tang 001; Shafiq R. Joty (CoRR, 2018)

RHEEM: Enabling Cross-Platform Data Processing - May The Big Data Be With You! -. - Divy Agrawal; Sanjay Chawla; Bertty Contreras-Rojas; Ahmed K. Elmagarmid; Yasser Idris; Zoi Kaoudi; Sebastian Kruse 001; Ji Lucas; Essam Mansour 001; Mourad Ouzzani; Paolo Papotti; Jorge-Arnulfo Quiané-Ruiz; et al. (Proc. VLDB Endow., 2018)

Distributed Representations of Tuples for Entity Resolution. - Muhammad Ebraheem; Saravanan Thirumuruganathan; Shafiq R. Joty; Mourad Ouzzani; Nan Tang 001 (Proc. VLDB Endow., 2018)

Distilling relations using knowledge bases. - Shuang Hao 002; Nan Tang 001; Guoliang Li 001; Jian Li 015; Jianhua Feng (VLDB J., 2018)

Data civilizer: end-to-end support for data discovery, integration, and cleaning. - Mourad Ouzzani; Nan Tang 001; Raul Castro Fernandez (Making Databases Work, 2019)

Unsupervised String Transformation Learning for Entity Consolidation. - Dong Deng 001; Wenbo Tao; Ziawasch Abedjan; Ahmed K. Elmagarmid; Ihab F. Ilyas; Guoliang Li 001; Samuel Madden 001; Mourad Ouzzani; Michael Stonebraker; Nan Tang 001 (ICDE, 2019)

Raha: A Configuration-Free Error Detection System. - Mohammad Mahdavi; Ziawasch Abedjan; Raul Castro Fernandez; Samuel Madden 001; Mourad Ouzzani; Michael Stonebraker; Nan Tang 001 (SIGMOD Conference, 2019)

ANMAT: Automatic Knowledge Discovery and Error Detection through Pattern Functional Dependencies. - Abdulhakim Ali Qahtan; Nan Tang 001; Mourad Ouzzani; Yang Cao 012; Michael Stonebraker (SIGMOD Conference, 2019)

Towards Democratizing Relational Data Visualization. - Nan Tang 001; Eugene Wu 002; Guoliang Li 001 (SIGMOD Conference, 2019)

Explaining Entity Resolution Predictions: Where are we and What needs to be done? - Saravanan Thirumuruganathan; Mourad Ouzzani; Nan Tang 001 (HILDA@SIGMOD, 2019)

Technical Report: Optimizing Human Involvement for Entity Matching and Consolidation. - Ji Sun; Dong Deng 001; Ihab F. Ilyas; Guoliang Li 001; Samuel Madden 001; Mourad Ouzzani; Michael Stonebraker; Nan Tang 001 (CoRR, 2019)

Dataset-On-Demand: Automatic View Search and Presentation for Data Discovery. - Raul Castro Fernandez; Nan Tang 001; Mourad Ouzzani; Michael Stonebraker; Samuel Madden 001 (CoRR, 2019)

Data Civilizer 2.0: A Holistic Framework for Data Preparation and Analytics. - El Kindi Rezig; Lei Cao 004; Michael Stonebraker; Giovanni Simonini; Wenbo Tao; Samuel Madden 001; Mourad Ouzzani; Nan Tang 001; Ahmed K. Elmagarmid (Proc. VLDB Endow., 2019)

Querying Shortest Paths on Time Dependent Road Networks. - Yong Wang; Guoliang Li 001; Nan Tang 001 (Proc. VLDB Endow., 2019)

Efficient Algorithms for Approximate Single-Source Personalized PageRank Queries. - Sibo Wang 001; Renchi Yang; Runhui Wang; Xiaokui Xiao; Zhewei Wei; Wenqing Lin; Yin Yang 001; Nan Tang 001 (ACM Trans. Database Syst., 2019)

Dagger: A Data (not code) Debugger. - El Kindi Rezig; Lei Cao 004; Giovanni Simonini; Maxime Schoemans; Samuel Madden 001; Nan Tang 001; Mourad Ouzzani; Michael Stonebraker (CIDR, 2020)

Data Curation with Deep Learning. - Saravanan Thirumuruganathan; Nan Tang 001; Mourad Ouzzani; AnHai Doan (EDBT, 2020)

Outdated Fact Detection in Knowledge Bases. - Shuang Hao 002; Chengliang Chai; Guoliang Li 001; Nan Tang 001; Ning Wang 024; Xiang Yu (ICDE, 2020)

Interactive Cleaning for Progressive Visualization through Composite Questions. - Yuyu Luo; Chengliang Chai; Xuedi Qin; Nan Tang 001; Guoliang Li 001 (ICDE, 2020)

Reinforcement Learning with Tree-LSTM for Join Order Selection. - Xiang Yu; Guoliang Li 001; Chengliang Chai; Nan Tang 001 (ICDE, 2020)

CoClean: Collaborative Data Cleaning. - Mashaal Musleh; Mourad Ouzzani; Nan Tang 001; AnHai Doan (SIGMOD Conference, 2020)

Interactively Discovering and Ranking Desired Tuples without Writing SQL Queries. - Xuedi Qin; Chengliang Chai; Yuyu Luo; Nan Tang 001; Guoliang Li 001 (SIGMOD Conference, 2020)

Relational Pretrained Transformers towards Democratizing Data Preparation [Vision]. - Nan Tang 001; Ju Fan; Fangyi Li; Jianhong Tu; Xiaoyong Du 001; Guoliang Li 001; Sam Madden 001; Mourad Ouzzani (CoRR, 2020)

DeepEye: A Data Science System for Monitoring and Exploring COVID-19 Data. - Yuyu Luo; Nan Tang 001; Guoliang Li 001; Wenbo Li 013; Tianyu Zhao 006; Xiang Yu (IEEE Data Eng. Bull., 2020)

Deductive optimization of relational data storage. - John K. Feser; Sam Madden 001; Nan Tang 001; Armando Solar-Lezama (Proc. ACM Program. Lang., 2020)

VisClean: Interactive Cleaning for Progressive Visualization. - Yuyu Luo; Chengliang Chai; Xuedi Qin; Nan Tang 001; Guoliang Li 001 (Proc. VLDB Endow., 2020)

DeepTrack: Monitoring and Exploring Spatio-Temporal Data - A Case of Tracking COVID-19 -. - Yuyu Luo; Wenbo Li 013; Tianyu Zhao 006; Xiang Yu; Lixi Zhang; Guoliang Li 001; Nan Tang 001 (Proc. VLDB Endow., 2020)

Pattern Functional Dependencies for Data Cleaning. - Abdulhakim Ali Qahtan; Nan Tang 001; Mourad Ouzzani; Yang Cao 012; Michael Stonebraker (Proc. VLDB Endow., 2020)

Debugging Large-Scale Data Science Pipelines using Dagger. - El Kindi Rezig; Ashrita Brahmaroutu; Nesime Tatbul; Mourad Ouzzani; Nan Tang 001; Timothy G. Mattson; Samuel Madden 001; Michael Stonebraker (Proc. VLDB Endow., 2020)

Making data visualization more efficient and effective: a survey. - Xuedi Qin; Yuyu Luo; Nan Tang 001; Guoliang Li 001 (VLDB J., 2020)

Ranking Desired Tuples by Database Exploration. - Xuedi Qin; Chengliang Chai; Yuyu Luo; Tianyu Zhao 006; Nan Tang 001; Guoliang Li 001; Jianhua Feng; Xiang Yu; Mourad Ouzzani (ICDE, 2021)

Synthesizing Natural Language to Visualization (NL2VIS) Benchmarks from NL2SQL Benchmarks. - Yuyu Luo; Nan Tang 001; Guoliang Li 001; Chengliang Chai; Wenbo Li 013; Xuedi Qin (SIGMOD Conference, 2021)

Learned Cardinality Estimation for Similarity Queries. - Ji Sun; Guoliang Li 001; Nan Tang 001 (SIGMOD Conference, 2021)

Adaptive Data Augmentation for Supervised Learning over Missing Data. - Tongyu Liu; Ju Fan; Yinqing Luo; Nan Tang 001; Guoliang Li 001; Xiaoyong Du 001 (Proc. VLDB Endow., 2021)

Automatic Data Acquisition for Deep Learning. - Jiabin Liu; Fu Zhu; Chengliang Chai; Yuyu Luo; Nan Tang 001 (Proc. VLDB Endow., 2021)

Learned Cardinality Estimation: A Design Space Exploration and A Comparative Evaluation. - Ji Sun; Jintao Zhang; Zhaoyan Sun; Guoliang Li 001; Nan Tang 001 (Proc. VLDB Endow., 2021)

RPT: Relational Pre-trained Transformer Is Almost All You Need towards Democratizing Data Preparation. - Nan Tang 001; Ju Fan; Fangyi Li; Jianhong Tu; Xiaoyong Du 001; Guoliang Li 001; Samuel Madden 001; Mourad Ouzzani (Proc. VLDB Endow., 2021)

Deep Learning for Blocking in Entity Matching: A Design Space Exploration. - Saravanan Thirumuruganathan; Han Li; Nan Tang 001; Mourad Ouzzani; Yash Govind; Derek Paulsen; Glenn Fung; AnHai Doan (Proc. VLDB Endow., 2021)

Mis-categorized entities detection. - Shuang Hao 002; Nan Tang 001; Guoliang Li 001; Jianhua Feng; Ning Wang 024 (VLDB J., 2021)

PASTA: Table-Operations Aware Fact Verification via Sentence-Table Cloze Pre-training. - Zihui Gu; Ju Fan; Nan Tang 001; Preslav Nakov; Xiaoman Zhao; Xiaoyong Du 001 (EMNLP, 2022)

Feature Augmentation with Reinforcement Learning. - Jiabin Liu; Chengliang Chai; Yuyu Luo; Yin Lou; Jianhua Feng; Nan Tang 001 (ICDE, 2022)

Synthesizing Privacy Preserving Entity Resolution Datasets. - Xuedi Qin; Chengliang Chai; Nan Tang 001; Jian Li 015; Yuyu Luo; Guoliang Li 001; Yaoyu Zhu (ICDE, 2022)

Domain Adaptation for Deep Entity Resolution. - Jianhong Tu; Ju Fan; Nan Tang 001; Peng Wang 187; Chengliang Chai; Guoliang Li 001; Ruixue Fan; Xiaoyong Du 001 (SIGMOD Conference, 2022)

AlphaQO: Robust Learned Query Optimizer. - Xiang Yu; Chengliang Chai; Xinning Zhang; Nan Tang 001; Ji Sun; Guoliang Li 001 (Int. J. Softw. Informatics, 2022)

Preface. - Guoliang Li 001; Nan Tang 001; Chengliang Chai (J. Comput. Sci. Technol., 2022)

Selective Data Acquisition in the Wild for Model Charging. - Chengliang Chai; Jiabin Liu; Nan Tang 001; Guoliang Li 001; Yuyu Luo (Proc. VLDB Endow., 2022)

Self-supervised and Interpretable Data Cleaning with Sequence Generative Adversarial Networks. - Jinfeng Peng; Derong Shen; Nan Tang 001; Tieying Liu; Yue Kou; Tiezheng Nie; Hang Cui 001; Ge Yu 001 (Proc. VLDB Endow., 2022)

DADER: Hands-Off Entity Resolution with Domain Adaptation. - Jianhong Tu; Xiaoyue Han; Ju Fan; Nan Tang 001; Chengliang Chai; Guoliang Li 001; Xiaoyong Du 001 (Proc. VLDB Endow., 2022)

Coresets over Multiple Tables for Feature-rich and Data-efficient Machine Learning. - Jiayi Wang 002; Chengliang Chai; Nan Tang 001; Jiabin Liu; Guoliang Li 001 (Proc. VLDB Endow., 2022)

Steerable Self-Driving Data Visualization. - Yuyu Luo; Xuedi Qin; Chengliang Chai; Nan Tang 001; Guoliang Li 001; Wenbo Li 013 (IEEE Trans. Knowl. Data Eng., 2022)

Natural Language to Visualization by Neural Machine Translation. - Yuyu Luo; Nan Tang 001; Guoliang Li 001; Jiawei Tang; Chengliang Chai; Xuedi Qin (IEEE Trans. Vis. Comput. Graph., 2022)

Interactively discovering and ranking desired tuples by data exploration. - Xuedi Qin; Chengliang Chai; Yuyu Luo; Tianyu Zhao 006; Nan Tang 001; Guoliang Li 001; Jianhua Feng; Xiang Yu; Mourad Ouzzani (VLDB J., 2022)

Symphony: Towards Natural Language Query Answering over Multi-modal Data Lakes. - Zui Chen; Zihui Gu; Lei Cao 004; Ju Fan; Samuel Madden 001; Nan Tang 001 (CIDR, 2023)

Efficient Coreset Selection with Cluster-based Methods. - Chengliang Chai; Jiayi Wang 002; Nan Tang 001; Ye Yuan 001; Jiabin Liu; Yuhao Deng; Guoren Wang (KDD, 2023)

Demystifying Artificial Intelligence for Data Preparation. - Chengliang Chai; Nan Tang 001; Ju Fan; Yuyu Luo (SIGMOD Conference Companion, 2023)

Pay "Attention" to Chart Images for What You Read on Text. - Chenyu Yang; Ruixue Fan; Nan Tang 001; Meihui Zhang 001; Xiaoman Zhao; Ju Fan; Xiaoyong Du 001 (SIGMOD Conference Companion, 2023)

RetClean: Retrieval-Based Data Cleaning Using Foundation Models and Data Lakes. - Mohammad Shahmeer Ahmad; Zan Ahmad Naeem; Mohamed Y. Eltabakh; Mourad Ouzzani; Nan Tang 001 (CoRR, 2023)

ChatPipe: Orchestrating Data Preparation Program by Optimizing Human-ChatGPT Interactions. - Sibei Chen; Hanbing Liu; Waiting Jin; Xiangyu Sun; Xiaoyao Feng; Ju Fan; Xiaoyong Du 001; Nan Tang 001 (CoRR, 2023)

Interleaving Pre-Trained Language Models and Large Language Models for Zero-Shot NL2SQL Generation. - Zihui Gu; Ju Fan; Nan Tang 001; Songyue Zhang; Yuxin Zhang; Zui Chen; Lei Cao 004; Guoliang Li 001; Sam Madden 001; Xiaoyong Du 001 (CoRR, 2023)

VerifAI: Verified Generative AI. - Nan Tang 001; Chenyu Yang; Ju Fan; Lei Cao 004 (CoRR, 2023)

SEED: Simple, Efficient, and Effective Data Management via Large Language Models. - Zui Chen; Lei Cao 004; Sam Madden 001; Ju Fan; Nan Tang 001; Zihui Gu; Zeyuan Shang; Chunwei Liu; Michael J. Cafarella; Tim Kraska (CoRR, 2023)

GoodCore: Data-effective and Data-efficient Machine Learning through Coreset Selection over Incomplete Data. - Chengliang Chai; Jiabin Liu; Nan Tang 001; Ju Fan; Dongjing Miao; Jiayi Wang 002; Yuyu Luo; Guoliang Li 001 (Proc. ACM Manag. Data, 2023)

HAIPipe: Combining Human-generated and Machine-generated Pipelines for Data Preparation. - Sibei Chen; Nan Tang 001; Ju Fan; Xuemi Yan; Chengliang Chai; Guoliang Li 001; Xiaoyong Du 001 (Proc. ACM Manag. Data, 2023)

Few-shot Text-to-SQL Translation using Structure and Content Prompt Learning. - Zihui Gu; Ju Fan; Nan Tang 001; Lei Cao 004; Bowen Jia; Sam Madden 001; Xiaoyong Du 001 (Proc. ACM Manag. Data, 2023)

Learned Data-aware Image Representations of Line Charts for Similarity Search. - Yuyu Luo; Yihui Zhou; Nan Tang 001; Guoliang Li 001; Chengliang Chai; Leixian Shen (Proc. ACM Manag. Data, 2023)

Unicorn: A Unified Multi-tasking Model for Supporting Matching Tasks in Data Integration. - Jianhong Tu; Ju Fan; Nan Tang 001; Peng Wang 187; Guoliang Li 001; Xiaoyong Du 001; Xiaofeng Jia; Song Gao (Proc. ACM Manag. Data, 2023)

Road-Aware Indexing for Trajectory Range Queries. - Yong Wang; Kaiyu Li; Guoliang Li 001; Nan Tang 001 (IEEE Trans. Knowl. Data Eng., 2023)

HOFD: An Outdated Fact Detector for Knowledge Bases. - Shuang Hao 002; Chengliang Chai; Guoliang Li 001; Nan Tang 001; Ning Wang 024; Xiang Yu (IEEE Trans. Knowl. Data Eng., 2023)

VerifAI: Verified Generative AI. - Nan Tang 001; Chenyu Yang; Ju Fan; Lei Cao 004; Yuyu Luo; Alon Y. Halevy (CIDR, 2024)

ChartInsights: Evaluating Multimodal Large Language Models for Low-Level Chart Question Answering. - Yifan Wu; Lutao Yan; Leixian Shen; Yunhai Wang; Nan Tang 001; Yuyu Luo (EMNLP (Findings), 2024)

MAR: Matching-Augmented Reasoning for Enhancing Visual-based Entity Question Answering. - Zhengxuan Zhang; Yin Wu; Yuyu Luo; Nan Tang 001 (EMNLP, 2024)

Mitigating Data Scarcity in Supervised Machine Learning Through Reinforcement Learning Guided Data Generation. - Chengliang Chai; Kaisen Jin; Nan Tang 001; Ju Fan; Lianpeng Qiao; Yuping Wang; Yuyu Luo; Ye Yuan 001; Guoren Wang (ICDE, 2024)

Cost-Effective In-Context Learning for Entity Resolution: A Design Space Exploration. - Meihao Fan; Xiaoyue Han; Ju Fan; Chengliang Chai; Nan Tang 001; Guoliang Li 001; Xiaoyong Du 001 (ICDE, 2024)

CRAG - Comprehensive RAG Benchmark. - Xiao Yang; Kai Sun; Hao Xin; Yushi Sun; Nikita Bhalla; Xiangsen Chen; Sajal Choudhary; Rongze Daniel Gui; Ziran Will Jiang; Ziyu Jiang; Lingkun Kong; Brian Moran; et al. (NeurIPS, 2024)

Are Large Language Models Good Statisticians? - Yizhang Zhu; Shiyin Du; Boyan Li; Yuyu Luo; Nan Tang 001 (NeurIPS, 2024)

ChatPipe: Orchestrating Data Preparation Pipelines by Optimizing Human-ChatGPT Interactions. - Sibei Chen; Hanbing Liu; Waiting Jin; Xiangyu Sun; Xiaoyao Feng; Ju Fan; Xiaoyong Du 001; Nan Tang 001 (SIGMOD Conference Companion, 2024)

IDE: A System for Iterative Mislabel Detection. - Yuhao Deng; Deng Qiyan; Chengliang Chai; Lei Cao 004; Nan Tang 001; Ju Fan; Jiayi Wang 002; Ye Yuan 001; Guoren Wang (SIGMOD Conference Companion, 2024)

The Dawn of Natural Language to SQL: Are We Fully Ready? - Boyan Li; Yuyu Luo; Chengliang Chai; Guoliang Li 001; Nan Tang 001 (CoRR, 2024)

CRAG - Comprehensive RAG Benchmark. - Xiao Yang; Kai Sun; Hao Xin; Yushi Sun; Nikita Bhalla; Xiangsen Chen; Sajal Choudhary; Rongze Daniel Gui; Ziran Will Jiang; Ziyu Jiang; Lingkun Kong; Brian Moran; et al. (CoRR, 2024)

Are Large Language Models a Good Replacement of Taxonomies? - Yushi Sun; Hao Xin; Kai Sun; Yifan Ethan Xu; Xiao Yang; Xin Luna Dong; Nan Tang 001; Lei Chen 002 (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 001; Nan Tang 001 (CoRR, 2024)

Ask Humans or AI? Exploring Their Roles in Visualization Troubleshooting. - Shuyu Shen; Sirong Lu; Leixian Shen; Zhonghua Sheng; Nan Tang 001; Yuyu Luo (CoRR, 2024)

AutoPrep: Natural Language Question-Aware Data Preparation with a Multi-Agent Framework. - Meihao Fan; Ju Fan; Nan Tang 001; Lei Cao 004; Guoliang Li 001; Xiaoyong Du 001 (CoRR, 2024)

A Plug-and-Play Natural Language Rewriter for Natural Language to SQL. - Peixian Ma; Boyan Li; Runzhi Jiang; Ju Fan; Nan Tang 001; Yuyu Luo (CoRR, 2024)

SketchFill: Sketch-Guided Code Generation for Imputing Derived Missing Values. - Yunfan Zhang; Changlun Li; Yuyu Luo; Nan Tang 001 (CoRR, 2024)

AskChart: Universal Chart Understanding through Textual Enhancement. - Xudong Yang; Yifan Wu; Yizhang Zhu; Nan Tang 001; Yuyu Luo (CoRR, 2024)

Symphony: Towards Trustworthy Question Answering and Verification using RAG over Multimodal Data Lakes. - Nan Tang 001; Chenyu Yang; Zhengxuan Zhang; Yuyu Luo; Ju Fan; Lei Cao 004; Sam Madden 001; Alon Y. Halevy (IEEE Data Eng. Bull., 2024)

Tabular data synthesis with generative adversarial networks: design space and optimizations. - Tongyu Liu; Ju Fan; Guoliang Li 001; Nan Tang 001; Xiaoyong Du 001 (VLDB J., 2024)

Controllable Tabular Data Synthesis Using Diffusion Models. - Tongyu Liu; Ju Fan; Nan Tang 001; Guoliang Li 001; Xiaoyong Du 001 (Proc. ACM Manag. Data, 2024)

MisDetect: Iterative Mislabel Detection using Early Loss. - Yuhao Deng; Chengliang Chai; Lei Cao 004; Nan Tang 001; Jiayi Wang 002; Ju Fan; Ye Yuan 001; Guoren Wang (Proc. VLDB Endow., 2024)

Unicorn: A Unified Multi-Tasking Matching Model. - Ju Fan; Jianhong Tu; Guoliang Li 001; Peng Wang 187; Xiaoyong Du 001; Xiaofeng Jia; Song Gao; Nan Tang 001 (SIGMOD Rec., 2024)

LakeBench: A Benchmark for Discovering Joinable and Unionable Tables in Data Lakes. - Yuhao Deng; Chengliang Chai; Lei Cao 004; Qin Yuan; Siyuan Chen; Yanrui Yu; Zhaoze Sun; Junyi Wang; Jiajun Li; Ziqi Cao; Kaisen Jin; Chi Zhang; et al. (Proc. VLDB Endow., 2024)

Combining Small Language Models and Large Language Models for Zero-Shot NL2SQL. - Ju Fan; Zihui Gu; Songyue Zhang; Yuxin Zhang; Zui Chen; Lei Cao 004; Guoliang Li 001; Samuel Madden 001; Xiaoyong Du 001; Nan Tang 001 (Proc. VLDB Endow., 2024)

The Dawn of Natural Language to SQL: Are We Fully Ready? [Experiment, Analysis & Benchmark ]. - Boyan Li; Yuyu Luo; Chengliang Chai; Guoliang Li 001; Nan Tang 001 (Proc. VLDB Endow., 2024)

Are Large Language Models a Good Replacement of Taxonomies? - Yushi Sun; Xin Hao; Kai Sun; Yifan Xu; Xiao Yang; Xin Luna Dong; Nan Tang 001; Lei Chen 002 (Proc. VLDB Endow., 2024)

HAIChart: Human and AI Paired Visualization System. - Yupeng Xie; Yuyu Luo; Guoliang Li 001; Nan Tang 001 (Proc. VLDB Endow., 2024)

LakeCompass: An End-to-End System for Table Maintenance, Search and Analysis in Data Lakes. - Chengliang Chai; Yuhao Deng; Yutong Zhan; Ziqi Cao; Yuanfang Zhang; Lei Cao 004; Yu-Ping Wang; Zhiwei Zhang; Ye Yuan 001; Guoren Wang; Nan Tang 001 (Proc. VLDB Endow., 2024)

RetClean: Retrieval-Based Tabular Data Cleaning Using LLMs and Data Lakes. - Mohamed Y. Eltabakh; Zan Ahmad Naeem; Mohammad Shahmeer Ahmad; Mourad Ouzzani; Nan Tang 001 (Proc. VLDB Endow., 2024)

Automatic Modeling and Analysis of Students' Problem-Solving Handwriting Trajectories. - Zhonghua Sheng; Shuyu Shen; Leixian Shen; Qiqi Duan; Nan Tang 001; Pan Hui; Huamin Qu; Yuyu Luo (AIED (1), 2025)

Augmenting Realistic Charts with Virtual Overlays. - Yao Shi; Boyan Li; Yuyu Luo; Lei Chen 002; Nan Tang 001 (CHI, 2025)

Andromeda: Debugging Database Performance Issues with Retrieval-Augmented Large Language Models. - Pengyi Wang; Sibei Chen; Ju Fan; Bin Wu 003; Nan Tang 001; Jian Tan 001 (SIGMOD Conference Companion, 2025)

ChartEditor: A Human-AI Paired Tool for Authoring Pictorial Charts. - Siyu Yan; Tiancheng Liu; Weikai Yang; Nan Tang 001; Yuyu Luo (CoRR, 2025)

RAMer: Reconstruction-based Adversarial Model for Multi-party Multi-modal Multi-label Emotion Recognition. - Xudong Yang; Yizhang Zhu; Nan Tang 001; Yuyu Luo (CoRR, 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 001; Yuyu Luo (CoRR, 2025)

Fine-Grained Retrieval-Augmented Generation for Visual Question Answering. - Zhengxuan Zhang; Yin Wu; Yuyu Luo; Nan Tang 001 (CoRR, 2025)

Automatic Database Configuration Debugging using Retrieval-Augmented Language Models. - Sibei Chen; Ju Fan; Bin Wu 003; Nan Tang 001; Chao Deng; Pengyi Wang; Ye Li; Jian Tan 001; Feifei Li 001; Jingren Zhou 001; Xiaoyong Du 001 (Proc. ACM Manag. Data, 2025)

SRAG: Structured Retrieval-Augmented Generation for Multi-Entity Question Answering over Wikipedia Graph. - Teng Lin; Yizhang Zhu; Yuyu Luo; Nan Tang 001 (CoRR, 2025)

NL2SQL-BUGs: A Benchmark for Detecting Semantic Errors in NL2SQL Translation. - Xinyu Liu; Shuyu Shen; Boyan Li; Nan Tang 001; Yuyu Luo (CoRR, 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 004; Nan Tang 001; Yuyu Luo (CoRR, 2025)

DeepFund: Will LLM be Professional at Fund Investment? A Live Arena Perspective. - Changlun Li; Yao Shi; Yuyu Luo; Nan Tang 001 (CoRR, 2025)

Rise of the Community Champions: From Reviewer Crunch to Community Power. - Changlun Li; Yao Shi; Yuyu Luo; Nan Tang 001 (CoRR, 2025)

EllieSQL: Cost-Efficient Text-to-SQL with Complexity-Aware Routing. - Yizhang Zhu; Runzhi Jiang; Boyan Li; Nan Tang 001; Yuyu Luo (CoRR, 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 001 (CoRR, 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 001 (CoRR, 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 001 (Proc. VLDB Endow., 2025)

LEAD: Iterative Data Selection for Efficient LLM Instruction Tuning. - Xiaotian Lin; Yanlin Qi; Yizhang Zhu; Themis Palpanas; Chengliang Chai; Nan Tang 001; Yuyu Luo (CoRR, 2025)

A Unified Model for Cardinality Estimation by Learning from Data and Queries via Sum-Product Networks. - Jiawei Liu; Ju Fan; Tongyu Liu; Kai Zeng 002; Jiannan Wang 001; Quehuan Liu; Tao Ye; Nan Tang 001 (CoRR, 2025)

Boosting Text-to-Chart Retrieval through Training with Synthesized Semantic Insights. - Yifan Wu; Lutao Yan; Yizhang Zhu; Yinan Mei; Jiannan Wang 001; Nan Tang 001; Yuyu Luo (CoRR, 2025)

Time Travel is Cheating: Going Live with DeepFund for Real-Time Fund Investment Benchmarking. - Changlun Li; Yao Shi; Chen Wang; Qiqi Duan; Runke Ruan; Weijie Huang; Haonan Long; Lijun Huang; Yuyu Luo; Nan Tang 001 (CoRR, 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 001; Yuyu Luo (CoRR, 2025)

TransXSSM: A Hybrid Transformer State Space Model with Unified Rotary Position Embedding. - Bingheng Wu; Jingze Shi; Yifan Wu; Nan Tang 001; Yuyu Luo (CoRR, 2025)

Cost-effective Missing Value Imputation for Data-effective Machine Learning. - Chengliang Chai; Kaisen Jin; Nan Tang 001; Ju Fan; Dongjing Miao; Jiayi Wang 002; Yuyu Luo; Guoliang Li 001; Ye Yuan 001; Guoren Wang (ACM Trans. Database Syst., 2025)