Nan Tang

According to our database, Nan Tang authored at least 140 papers between 2003 and 2024.

Collaborative distances:

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

2024

MisDetect: Iterative Mislabel Detection using Early Loss.

Yuhao Deng, Chengliang Chai, Lei Cao, Nan Tang, Jiayi Wang, Ju Fan, Ye Yuan, Guoren Wang

Proc. VLDB Endow., February, 2024

Tabular data synthesis with generative adversarial networks: design space and optimizations.

Tongyu Liu, Ju Fan, Guoliang Li, Nan Tang, Xiaoyong Du

VLDB J., 2024

VerifAI: Verified Generative AI.

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

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

2023

HOFD: An Outdated Fact Detector for Knowledge Bases.

Shuang Hao, Chengliang Chai, Guoliang Li, Nan Tang, Ning Wang, Xiang Yu

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

Road-Aware Indexing for Trajectory Range Queries.

Yong Wang, Kaiyu Li, Guoliang Li, Nan Tang

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

Unicorn: A Unified Multi-tasking Model for Supporting Matching Tasks in Data Integration.

Jianhong Tu, Ju Fan, Nan Tang, Peng Wang, Guoliang Li, Xiaoyong Du, Xiaofeng Jia, Song Gao

Proc. ACM Manag. Data, 2023

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

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

Proc. ACM Manag. Data, 2023

Few-shot Text-to-SQL Translation using Structure and Content Prompt Learning.

Zihui Gu, Ju Fan, Nan Tang, Lei Cao, Bowen Jia, Sam Madden, Xiaoyong Du

Proc. ACM Manag. Data, 2023

HAIPipe: Combining Human-generated and Machine-generated Pipelines for Data Preparation.

Sibei Chen, Nan Tang, Ju Fan, Xuemi Yan, Chengliang Chai, Guoliang Li, Xiaoyong Du

Proc. ACM Manag. Data, 2023

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

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

Proc. ACM Manag. Data, 2023

Cost-Effective In-Context Learning for Entity Resolution: A Design Space Exploration.

Meihao Fan, Xiaoyue Han, Ju Fan, Chengliang Chai, Nan Tang, Guoliang Li, Xiaoyong Du

CoRR, 2023

SEED: Simple, Efficient, and Effective Data Management via Large Language Models.

Zui Chen, Lei Cao, Sam Madden, Ju Fan, Nan Tang, Zihui Gu, Zeyuan Shang, Chunwei Liu, Michael J. Cafarella, Tim Kraska

CoRR, 2023

VerifAI: Verified Generative AI.

Nan Tang, Chenyu Yang, Ju Fan, Lei Cao

CoRR, 2023

Interleaving Pre-Trained Language Models and Large Language Models for Zero-Shot NL2SQL Generation.

Zihui Gu, Ju Fan, Nan Tang, Songyue Zhang, Yuxin Zhang, Zui Chen, Lei Cao, Guoliang Li, Sam Madden, Xiaoyong Du

CoRR, 2023

ChatPipe: Orchestrating Data Preparation Program by Optimizing Human-ChatGPT Interactions.

Sibei Chen, Hanbing Liu, Weiting Jin, Xiangyu Sun, Xiaoyao Feng, Ju Fan, Xiaoyong Du, Nan Tang

CoRR, 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

CoRR, 2023

Pay "Attention" to Chart Images for What You Read on Text.

Chenyu Yang, Ruixue Fan, Nan Tang, Meihui Zhang, Xiaoman Zhao, Ju Fan, Xiaoyong Du

Proceedings of the Companion of the 2023 International Conference on Management of Data, 2023

Demystifying Artificial Intelligence for Data Preparation.

Chengliang Chai, Nan Tang, Ju Fan, Yuyu Luo

Proceedings of the Companion of the 2023 International Conference on Management of Data, 2023

Efficient Coreset Selection with Cluster-based Methods.

Chengliang Chai, Jiayi Wang, Nan Tang, Ye Yuan, Jiabin Liu, Yuhao Deng, Guoren Wang

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Symphony: Towards Natural Language Query Answering over Multi-modal Data Lakes.

Zui Chen, Zihui Gu, Lei Cao, Ju Fan, Samuel Madden, Nan Tang

Proceedings of the 13th Conference on Innovative Data Systems Research, 2023

2022

Interactively discovering and ranking desired tuples by data exploration.

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

VLDB J., 2022

Natural Language to Visualization by Neural Machine Translation.

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

IEEE Trans. Vis. Comput. Graph., 2022

Steerable Self-Driving Data Visualization.

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

IEEE Trans. Knowl. Data Eng., 2022

Coresets over Multiple Tables for Feature-rich and Data-efficient Machine Learning.

Jiayi Wang, Chengliang Chai, Nan Tang, Jiabin Liu, Guoliang Li

Proc. VLDB Endow., 2022

DADER: Hands-Off Entity Resolution with Domain Adaptation.

Jianhong Tu, Xiaoyue Han, Ju Fan, Nan Tang, Chengliang Chai, Guoliang Li, Xiaoyong Du

Proc. VLDB Endow., 2022

Self-supervised and Interpretable Data Cleaning with Sequence Generative Adversarial Networks.

Jinfeng Peng, Derong Shen, Nan Tang, Tieying Liu, Yue Kou, Tiezheng Nie, Hang Cui, Ge Yu

Proc. VLDB Endow., 2022

Selective Data Acquisition in the Wild for Model Charging.

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

Proc. VLDB Endow., 2022

Preface.

Guoliang Li, Nan Tang, Chengliang Chai

J. Comput. Sci. Technol., 2022

AlphaQO: Robust Learned Query Optimizer.

Xiang Yu, Chengliang Chai, Xinning Zhang, Nan Tang, Ji Sun, Guoliang Li

Int. J. Softw. Informatics, 2022

Domain Adaptation for Deep Entity Resolution.

Jianhong Tu, Ju Fan, Nan Tang, Peng Wang, Chengliang Chai, Guoliang Li, Ruixue Fan, Xiaoyong Du

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Synthesizing Privacy Preserving Entity Resolution Datasets.

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

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

Feature Augmentation with Reinforcement Learning.

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

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

PASTA: Table-Operations Aware Fact Verification via Sentence-Table Cloze Pre-training.

Zihui Gu, Ju Fan, Nan Tang, Preslav Nakov, Xiaoman Zhao, Xiaoyong Du

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

Mis-categorized entities detection.

Shuang Hao, Nan Tang, Guoliang Li, Jianhua Feng, Ning Wang

VLDB J., 2021

Deep Learning for Blocking in Entity Matching: A Design Space Exploration.

Saravanan Thirumuruganathan, Han Li, Nan Tang, Mourad Ouzzani, Yash Govind, Derek Paulsen, Glenn Fung, AnHai Doan

Proc. VLDB Endow., 2021

RPT: Relational Pre-trained Transformer Is Almost All You Need towards Democratizing Data Preparation.

Nan Tang, Ju Fan, Fangyi Li, Jianhong Tu, Xiaoyong Du, Guoliang Li, Samuel Madden, Mourad Ouzzani

Proc. VLDB Endow., 2021

Learned Cardinality Estimation: A Design Space Exploration and A Comparative Evaluation.

Ji Sun, Jintao Zhang, Zhaoyan Sun, Guoliang Li, Nan Tang

Proc. VLDB Endow., 2021

Automatic Data Acquisition for Deep Learning.

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

Proc. VLDB Endow., 2021

Adaptive Data Augmentation for Supervised Learning over Missing Data.

Tongyu Liu, Ju Fan, Yinqing Luo, Nan Tang, Guoliang Li, Xiaoyong Du

Proc. VLDB Endow., 2021

Learned Cardinality Estimation for Similarity Queries.

Ji Sun, Guoliang Li, Nan Tang

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

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

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

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

Ranking Desired Tuples by Database Exploration.

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

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

2020

Making data visualization more efficient and effective: a survey.

Xuedi Qin, Yuyu Luo, Nan Tang, Guoliang Li

VLDB J., 2020

Debugging Large-Scale Data Science Pipelines using Dagger.

El Kindi Rezig, Ashrita Brahmaroutu, Nesime Tatbul, Mourad Ouzzani, Nan Tang, Timothy G. Mattson, Samuel Madden, Michael Stonebraker

Proc. VLDB Endow., 2020

Pattern Functional Dependencies for Data Cleaning.

Abdulhakim Ali Qahtan, Nan Tang, Mourad Ouzzani, Yang Cao, Michael Stonebraker

Proc. VLDB Endow., 2020

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

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

Proc. VLDB Endow., 2020

VisClean: Interactive Cleaning for Progressive Visualization.

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

Proc. VLDB Endow., 2020

Deductive optimization of relational data storage.

John K. Feser, Sam Madden, Nan Tang, Armando Solar-Lezama

Proc. ACM Program. Lang., 2020

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

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

IEEE Data Eng. Bull., 2020

Relational Pretrained Transformers towards Democratizing Data Preparation [Vision].

Nan Tang, Ju Fan, Fangyi Li, Jianhong Tu, Xiaoyong Du, Guoliang Li, Sam Madden, Mourad Ouzzani

CoRR, 2020

Interactively Discovering and Ranking Desired Tuples without Writing SQL Queries.

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

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

CoClean: Collaborative Data Cleaning.

Mashaal Musleh, Mourad Ouzzani, Nan Tang, AnHai Doan

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

Reinforcement Learning with Tree-LSTM for Join Order Selection.

Xiang Yu, Guoliang Li, Chengliang Chai, Nan Tang

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

Interactive Cleaning for Progressive Visualization through Composite Questions.

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

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

Outdated Fact Detection in Knowledge Bases.

Shuang Hao, Chengliang Chai, Guoliang Li, Nan Tang, Ning Wang, Xiang Yu

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

Data Curation with Deep Learning.

Saravanan Thirumuruganathan, Nan Tang, Mourad Ouzzani, AnHai Doan

Proceedings of the 23rd International Conference on Extending Database Technology, 2020

Dagger: A Data (not code) Debugger.

El Kindi Rezig, Lei Cao, Giovanni Simonini, Maxime Schoemans, Samuel Madden, Nan Tang, Mourad Ouzzani, Michael Stonebraker

Proceedings of the 10th Conference on Innovative Data Systems Research, 2020

2019

Efficient Algorithms for Approximate Single-Source Personalized PageRank Queries.

Sibo Wang, Renchi Yang, Runhui Wang, Xiaokui Xiao, Zhewei Wei, Wenqing Lin, Yin Yang, Nan Tang

ACM Trans. Database Syst., 2019

Querying Shortest Paths on Time Dependent Road Networks.

Yong Wang, Guoliang Li, Nan Tang

Proc. VLDB Endow., 2019

Data Civilizer 2.0: A Holistic Framework for Data Preparation and Analytics.

El Kindi Rezig, Lei Cao, Michael Stonebraker, Giovanni Simonini, Wenbo Tao, Samuel Madden, Mourad Ouzzani, Nan Tang, Ahmed K. Elmagarmid

Proc. VLDB Endow., 2019

Dataset-On-Demand: Automatic View Search and Presentation for Data Discovery.

Raul Castro Fernandez, Nan Tang, Mourad Ouzzani, Michael Stonebraker, Samuel Madden

CoRR, 2019

Technical Report: Optimizing Human Involvement for Entity Matching and Consolidation.

Ji Sun, Dong Deng, Ihab F. Ilyas, Guoliang Li, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang

CoRR, 2019

Explaining Entity Resolution Predictions: Where are we and What needs to be done?

Saravanan Thirumuruganathan, Mourad Ouzzani, Nan Tang

Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 2019

Towards Democratizing Relational Data Visualization.

Nan Tang, Eugene Wu, Guoliang Li

Proceedings of the 2019 International Conference on Management of Data, 2019

ANMAT: Automatic Knowledge Discovery and Error Detection through Pattern Functional Dependencies.

Abdulhakim Ali Qahtan, Nan Tang, Mourad Ouzzani, Yang Cao, Michael Stonebraker

Proceedings of the 2019 International Conference on Management of Data, 2019

Raha: A Configuration-Free Error Detection System.

Mohammad Mahdavi, Ziawasch Abedjan, Raul Castro Fernandez, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang

Proceedings of the 2019 International Conference on Management of Data, 2019

Unsupervised String Transformation Learning for Entity Consolidation.

Dong Deng, Wenbo Tao, Ziawasch Abedjan, Ahmed K. Elmagarmid, Ihab F. Ilyas, Guoliang Li, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Data civilizer: end-to-end support for data discovery, integration, and cleaning.

Mourad Ouzzani, Nan Tang, Raul Castro Fernandez

Proceedings of the Making Databases Work: the Pragmatic Wisdom of Michael Stonebraker, 2019

2018

Distilling relations using knowledge bases.

Shuang Hao, Nan Tang, Guoliang Li, Jian Li, Jianhua Feng

VLDB J., 2018

Distributed Representations of Tuples for Entity Resolution.

Muhammad Ebraheem, Saravanan Thirumuruganathan, Shafiq R. Joty, Mourad Ouzzani, Nan Tang

Proc. VLDB Endow., 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, Ji Lucas, Essam Mansour, Mourad Ouzzani, Paolo Papotti, Jorge-Arnulfo Quiané-Ruiz, Nan Tang, Saravanan Thirumuruganathan, Anis Troudi

Proc. VLDB Endow., 2018

Reuse and Adaptation for Entity Resolution through Transfer Learning.

Saravanan Thirumuruganathan, Shameem Ahamed Puthiya Parambath, Mourad Ouzzani, Nan Tang, Shafiq R. Joty

CoRR, 2018

Data Curation with Deep Learning [Vision]: Towards Self Driving Data Curation.

Saravanan Thirumuruganathan, Nan Tang, Mourad Ouzzani

CoRR, 2018

DeepEye: An automatic big data visualization framework.

Xuedi Qin, Yuyu Luo, Nan Tang, Guoliang Li

Big Data Min. Anal., 2018

DeepEye: Creating Good Data Visualizations by Keyword Search.

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

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

FAHES: A Robust Disguised Missing Values Detector.

Abdulhakim Ali Qahtan, Ahmed K. Elmagarmid, Raul Castro Fernandez, Mourad Ouzzani, Nan Tang

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

FAHES: Detecting Disguised Missing Values.

Abdulhakim Ali Qahtan, Ahmed K. Elmagarmid, Mourad Ouzzani, Nan Tang

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

Building Data Civilizer Pipelines with an Advanced Workflow Engine.

Essam Mansour, Dong Deng, Raul Castro Fernandez, Abdulhakim Ali Qahtan, Wenbo Tao, Ziawasch Abedjan, Ahmed K. Elmagarmid, Ihab F. Ilyas, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang

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

DeepEye: Towards Automatic Data Visualization.

Yuyu Luo, Xuedi Qin, Nan Tang, Guoliang Li

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

Cleaning Your Wrong Google Scholar Entries.

Shuang Hao, Yi Xu, Nan Tang, Guoliang Li, Jianhua Feng

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

Discovering Mis-Categorized Entities.

Shuang Hao, Nan Tang, Guoliang Li, Jianhua Feng

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

Seeping Semantics: Linking Datasets Using Word Embeddings for Data Discovery.

Raul Castro Fernandez, Essam Mansour, Abdulhakim Ali Qahtan, Ahmed K. Elmagarmid, Ihab F. Ilyas, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang

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

DeepEye: Visualizing Your Data by Keyword Search.

Xuedi Qin, Yuyu Luo, Nan Tang, Guoliang Li

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

2017

Fast and scalable inequality joins.

Zuhair Khayyat, William Lucia, Meghna Singh, Mourad Ouzzani, Paolo Papotti, Jorge-Arnulfo Quiané-Ruiz, Nan Tang, Panos Kalnis

VLDB J., 2017

A Novel Cost-Based Model for Data Repairing.

Shuang Hao, Nan Tang, Guoliang Li, Jian He, Na Ta, Jianhua Feng

IEEE Trans. Knowl. Data Eng., 2017

Synthesizing Entity Matching Rules by Examples.

Rohit Singh, Venkata Vamsikrishna Meduri, Ahmed K. Elmagarmid, Samuel Madden, Paolo Papotti, Jorge-Arnulfo Quiané-Ruiz, Armando Solar-Lezama, Nan Tang

Proc. VLDB Endow., 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, Panos Kalnis

Proc. VLDB Endow., 2017

Dependable Data Repairing with Fixing Rules.

Jiannan Wang, Nan Tang

ACM J. Data Inf. Qual., 2017

DeepER - Deep Entity Resolution.

Muhammad Ebraheem, Saravanan Thirumuruganathan, Shafiq R. Joty, Mourad Ouzzani, Nan Tang

CoRR, 2017

Entity Consolidation: The Golden Record Problem.

Dong Deng, Wenbo Tao, Ziawasch Abedjan, Ahmed K. Elmagarmid, Ihab F. Ilyas, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang

CoRR, 2017

UGuide: User-Guided Discovery of FD-Detectable Errors.

Saravanan Thirumuruganathan, Laure Berti-Équille, Mourad Ouzzani, Jorge-Arnulfo Quiané-Ruiz, Nan Tang

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

A Demo of the Data Civilizer System.

Raul Castro Fernandez, Dong Deng, Essam Mansour, Abdulhakim Ali Qahtan, Wenbo Tao, Ziawasch Abedjan, Ahmed K. Elmagarmid, Ihab F. Ilyas, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

Generating Concise Entity Matching Rules.

Rohit Singh, Venkata Vamsikrishna Meduri, Ahmed K. Elmagarmid, Samuel Madden, Paolo Papotti, Jorge-Arnulfo Quiané-Ruiz, Armando Solar-Lezama, Nan Tang

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

Interactive Data Repairing: the FALCON Dive.

Enzo Veltri, Donatello Santoro, Giansalvatore Mecca, Paolo Papotti, Jian He, Gouliang Li, Nan Tang

Proceedings of the 25th Italian Symposium on Advanced Database Systems, 2017

Cleaning Relations Using Knowledge Bases.

Shuang Hao, Nan Tang, Guoliang Li, Jian Li

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

The Data Civilizer System.

Dong Deng, Raul Castro Fernandez, Ziawasch Abedjan, Sibo Wang, Michael Stonebraker, Ahmed K. Elmagarmid, Ihab F. Ilyas, Samuel Madden, Mourad Ouzzani, Nan Tang

Proceedings of the 8th Biennial Conference on Innovative Data Systems Research, 2017

2016

Detecting Data Errors: Where are we and what needs to be done?

Ziawasch Abedjan, Xu Chu, Dong Deng, Raul Castro Fernandez, Ihab F. Ilyas, Mourad Ouzzani, Paolo Papotti, Michael Stonebraker, Nan Tang

Proc. VLDB Endow., 2016

Interactive and Deterministic Data Cleaning.

Jian He, Enzo Veltri, Donatello Santoro, Guoliang Li, Giansalvatore Mecca, Paolo Papotti, Nan Tang

Proceedings of the 2016 International Conference on Management of Data, 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, Mourad Ouzzani, Paolo Papotti, Jorge-Arnulfo Quiané-Ruiz, Nan Tang, Mohammed J. Zaki

Proceedings of the 2016 International Conference on Management of Data, 2016

Graph Stream Summarization: From Big Bang to Big Crunch.

Nan Tang, Qing Chen, Prasenjit Mitra

Proceedings of the 2016 International Conference on Management of Data, 2016

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, Mohammed J. Zaki

Proceedings of the 19th International Conference on Extending Database Technology, 2016

2015

Lightning Fast and Space Efficient Inequality Joins.

Zuhair Khayyat, William Lucia, Meghna Singh, Mourad Ouzzani, Paolo Papotti, Jorge-Arnulfo Quiané-Ruiz, Nan Tang, Panos Kalnis

Proc. VLDB Endow., 2015

KATARA: Reliable Data Cleaning with Knowledge Bases and Crowdsourcing.

Xu Chu, Mourad Ouzzani, John Morcos, Ihab F. Ilyas, Paolo Papotti, Nan Tang, Yin Ye

Proc. VLDB Endow., 2015

On Summarizing Graph Streams.

Nan Tang, Qing Chen, Prasenjit Mitra

CoRR, 2015

BigDansing: A System for Big Data Cleansing.

Zuhair Khayyat, Ihab F. Ilyas, Alekh Jindal, Samuel Madden, Mourad Ouzzani, Paolo Papotti, Jorge-Arnulfo Quiané-Ruiz, Nan Tang, Si Yin

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 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, Yin Ye

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

Big RDF data cleaning.

Nan Tang

Proceedings of the 31st IEEE International Conference on Data Engineering Workshops, 2015

Proof positive and negative in data cleaning.

Matteo Interlandi, Nan Tang

Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

2014

Incremental Detection of Inconsistencies in Distributed Data.

Wenfei Fan, Jianzhong Li, Nan Tang, Wenyuan Yu

IEEE Trans. Knowl. Data Eng., 2014

Interaction between Record Matching and Data Repairing.

Wenfei Fan, Shuai Ma, Nan Tang, Wenyuan Yu

ACM J. Data Inf. Qual., 2014

Conflict resolution with data currency and consistency.

Wenfei Fan, Floris Geerts, Nan Tang, Wenyuan Yu

ACM J. Data Inf. Qual., 2014

Towards dependable data repairing with fixing rules.

Jiannan Wang, Nan Tang

Proceedings of the International Conference on Management of Data, 2014

NADEEF/ER: generic and interactive entity resolution.

Ahmed K. Elmagarmid, Ihab F. Ilyas, Mourad Ouzzani, Jorge-Arnulfo Quiané-Ruiz, Nan Tang, Si Yin

Proceedings of the International Conference on Management of Data, 2014

Big Data Cleaning.

Nan Tang

Proceedings of the Web Technologies and Applications - 16th Asia-Pacific Web Conference, 2014

2013

NADEEF: A Generalized Data Cleaning System.

Amr Ebaid, Ahmed K. Elmagarmid, Ihab F. Ilyas, Mourad Ouzzani, Jorge-Arnulfo Quiané-Ruiz, Nan Tang, Si Yin

Proc. VLDB Endow., 2013

NADEEF: a commodity data cleaning system.

Michele Dallachiesa, Amr Ebaid, Ahmed Eldawy, Ahmed K. Elmagarmid, Ihab F. Ilyas, Mourad Ouzzani, Nan Tang

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Inferring data currency and consistency for conflict resolution.

Wenfei Fan, Floris Geerts, Nan Tang, Wenyuan Yu

Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Data Quality Problems beyond Consistency and Deduplication.

Wenfei Fan, Floris Geerts, Shuai Ma, Nan Tang, Wenyuan Yu

Proceedings of the In Search of Elegance in the Theory and Practice of Computation, 2013

2012

The data analytics group at the qatar computing research institute.

George Beskales, Gautam Das, Ahmed K. Elmagarmid, Ihab F. Ilyas, Felix Naumann, Mourad Ouzzani, Paolo Papotti, Jorge-Arnulfo Quiané-Ruiz, Nan Tang

SIGMOD Rec., 2012

Adding regular expressions to graph reachability and pattern queries.

Wenfei Fan, Jianzhong Li, Shuai Ma, Nan Tang, Yinghui Wu

Frontiers Comput. Sci., 2012

Incremental Detection of Inconsistencies in Distributed Data.

Wenfei Fan, Jianzhong Li, Nan Tang, Wenyuan Yu

Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

2011

CerFix: A System for Cleaning Data with Certain Fixes.

Wenfei Fan, Jianzhong Li, Shuai Ma, Nan Tang, Wenyuan Yu

Proc. VLDB Endow., 2011

Interaction between record matching and data repairing.

Wenfei Fan, Jianzhong Li, Shuai Ma, Nan Tang, Wenyuan Yu

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

2010

Projective Distribution of XQuery with Updates.

Ying Zhang, Nan Tang, Peter A. Boncz

IEEE Trans. Knowl. Data Eng., 2010

Towards Certain Fixes with Editing Rules and Master Data.

Wenfei Fan, Jianzhong Li, Shuai Ma, Nan Tang, Wenyuan Yu

Proc. VLDB Endow., 2010

Graph Pattern Matching: From Intractable to Polynomial Time.

Wenfei Fan, Jianzhong Li, Shuai Ma, Nan Tang, Yinghui Wu, Yunpeng Wu

Proc. VLDB Endow., 2010

2009

Efficient Distribution of Full-Fledged XQuery.

Ying Zhang, Nan Tang, Peter A. Boncz

Proceedings of the 25th International Conference on Data Engineering, 2009

Materialized View Selection in XML Databases.

Nan Tang, Jeffrey Xu Yu, Hao Tang, M. Tamer Özsu, Peter A. Boncz

Proceedings of the Database Systems for Advanced Applications, 2009

Space-economical partial gram indices for exact substring matching.

Nan Tang, Lefteris Sidirourgos, Peter A. Boncz

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008

Fast XML Structural Join Algorithms by Partitioning.

Nan Tang, Jeffrey Xu Yu, Kam-Fai Wong, Jianxin Li

J. Res. Pract. Inf. Technol., 2008

Hierarchical Indexing Approach to Support XPath Queries.

Nan Tang, Jeffrey Xu Yu, M. Tamer Özsu, Kam-Fai Wong

Proceedings of the 24th International Conference on Data Engineering, 2008

Multiple Materialized View Selection for XPath Query Rewriting.

Nan Tang, Jeffrey Xu Yu, M. Tamer Özsu, Byron Choi, Kam-Fai Wong

Proceedings of the 24th International Conference on Data Engineering, 2008

2007

Efficient Xpath query processing in native XML databases.

Nan Tang

PhD thesis, 2007

2006

Answering XML Queries Using Path-Based Indexes: A Survey.

Kam-Fai Wong, Jeffrey Xu Yu, Nan Tang

World Wide Web, 2006

Fast Structural Join with a Location Function.

Nan Tang, Jeffrey Xu Yu, Kam-Fai Wong, Haifeng Jiang

Proceedings of the Database Systems for Advanced Applications, 2006

Fast Reachability Query Processing.

Jiefeng Cheng, Jeffrey Xu Yu, Nan Tang

Proceedings of the Database Systems for Advanced Applications, 2006

2005

WIN: An Effcient Data Placement Strategy for Parallel XML Databases.

Nan Tang, Guoren Wang, Jeffrey Xu Yu, Kam-Fai Wong, Ge Yu

Proceedings of the 11th International Conference on Parallel and Distributed Systems, 2005

Accelerating XML Structural Join by Partitioning.

Nan Tang, Jeffrey Xu Yu, Kam-Fai Wong, Kevin Lü, Jianxin Li

Proceedings of the Database and Expert Systems Applications, 16th International Conference, 2005

2004

Answering XML Twig Queries with Automata.

Bing Sun, Bo Zhou, Nan Tang, Guoren Wang, Ge Yu, Fulin Jia

Proceedings of the Advanced Web Technologies and Applications, 2004

2003

Data Placement and Query Processing Based on RPE Parallelisms.

Yaxin Yu, Guoren Wang, Ge Yu, Gang Wu, Junan Hu, Nan Tang

Proceedings of the 27th International Computer Software and Applications Conference (COMPSAC 2003): Design and Assessment of Trustworthy Software-Based Systems, 2003