Nan Tang

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 114

Top Venues

Chinese University of Hong Kong, Hong Kong (PHD)

Education History

Chinese University of Hong Kong, Hong Kong

PHD

Publications

Yushi Sun, Hao Xin, Kai Sun, Yifan Ethan Xu, Xiao Yang, Xin Luna Dong, Nan Tang, Lei Chen
Are Large Language Models a Good Replacement of Taxonomies? CoRR (2024)
Ju Fan, Jianhong Tu, Guoliang Li, Peng Wang, Xiaoyong Du, Xiaofeng Jia, Song Gao, Nan Tang
Unicorn: A Unified Multi-Tasking Matching Model. SIGMOD Rec. 53 (1) (2024)
Yuhao Deng, Deng Qiyan, Chengliang Chai, Lei Cao, Nan Tang, Ju Fan, Jiayi Wang, Ye Yuan, Guoren Wang
IDE: A System for Iterative Mislabel Detection. SIGMOD Conference Companion (2024)
Tongyu Liu, Ju Fan, Guoliang Li, Nan Tang, Xiaoyong Du
Tabular data synthesis with generative adversarial networks: design space and optimizations. VLDB J. 33 (2) (2024)
Yizhang Zhu, Shiyin Du, Boyan Li, Yuyu Luo, Nan Tang
Are Large Language Models Good Statisticians? CoRR (2024)
Meihao Fan, Xiaoyue Han, Ju Fan, Chengliang Chai, Nan Tang, Guoliang Li, Xiaoyong Du
Cost-Effective In-Context Learning for Entity Resolution: A Design Space Exploration. ICDE (2024)
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, Jiaqi Wang, Yifan Ethan Xu, An Yan, Chenyu Yang, Eting Yuan, Hanwen Zha, Nan Tang, Lei Chen, Nicolas Scheffer, Yue Liu, Nirav Shah, Rakesh Wanga, Anuj Kumar, Wen-tau Yih, Xin Luna Dong
CRAG - Comprehensive RAG Benchmark. CoRR (2024)
Tongyu Liu, Ju Fan, Nan Tang, Guoliang Li, Xiaoyong Du
Controllable Tabular Data Synthesis Using Diffusion Models. Proc. ACM Manag. Data 2 (1) (2024)
Boyan Li, Yuyu Luo, Chengliang Chai, Guoliang Li, Nan Tang
The Dawn of Natural Language to SQL: Are We Fully Ready? CoRR (2024)
Sibei Chen, Hanbing Liu, Waiting Jin, Xiangyu Sun, Xiaoyao Feng, Ju Fan, Xiaoyong Du, Nan Tang
ChatPipe: Orchestrating Data Preparation Pipelines by Optimizing Human-ChatGPT Interactions. SIGMOD Conference Companion (2024)
Yuhao Deng, Chengliang Chai, Lei Cao, Qin Yuan, Siyuan Chen, Yanrui Yu, Zhaoze Sun, Junyi Wang, Jiajun Li, Ziqi Cao, Kaisen Jin, Chi Zhang, Yuqing Jiang, Yuanfang Zhang, Yuping Wang, Ye Yuan, Guoren Wang, Nan Tang
LakeBench: A Benchmark for Discovering Joinable and Unionable Tables in Data Lakes. Proc. VLDB Endow. 17 (8) (2024)
Nan Tang, Chenyu Yang, Ju Fan, Lei Cao, Yuyu Luo, Alon Y. Halevy
VerifAI: Verified Generative AI. CIDR (2024)
Yupeng Xie, Yuyu Luo, Guoliang Li, Nan Tang
HAIChart: Human and AI Paired Visualization System. CoRR (2024)
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)
Yuhao Deng, Chengliang Chai, Lei Cao, Nan Tang, Jiayi Wang, Ju Fan, Ye Yuan, Guoren Wang
MisDetect: Iterative Mislabel Detection using Early Loss. Proc. VLDB Endow. 17 (6) (2024)
Zihui Gu, Ju Fan, Nan Tang, Lei Cao, Bowen Jia, Sam Madden, Xiaoyong Du
Few-shot Text-to-SQL Translation using Structure and Content Prompt Learning. Proc. ACM Manag. Data 1 (2) (2023)
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) (2023)
Sibei Chen, Hanbing Liu, Weiting Jin, Xiangyu Sun, Xiaoyao Feng, Ju Fan, Xiaoyong Du, Nan Tang
ChatPipe: Orchestrating Data Preparation Program by Optimizing Human-ChatGPT Interactions. CoRR (2023)
Mohammad Shahmeer Ahmad, Zan Ahmad Naeem, Mohamed Y. Eltabakh, Mourad Ouzzani, Nan Tang
RetClean: Retrieval-Based Data Cleaning Using Foundation Models and Data Lakes. CoRR (2023)
Zihui Gu, Ju Fan, Nan Tang, Songyue Zhang, Yuxin Zhang, Zui Chen, Lei Cao, Guoliang Li, Sam Madden, Xiaoyong Du
Interleaving Pre-Trained Language Models and Large Language Models for Zero-Shot NL2SQL Generation. CoRR (2023)
Chengliang Chai, Nan Tang, Ju Fan, Yuyu Luo
Demystifying Artificial Intelligence for Data Preparation. SIGMOD Conference Companion (2023)
Yong Wang, Kaiyu Li, Guoliang Li, Nan Tang
Road-Aware Indexing for Trajectory Range Queries. IEEE Trans. Knowl. Data Eng. 35 (8) (2023)
Nan Tang, Chenyu Yang, Ju Fan, Lei Cao
VerifAI: Verified Generative AI. CoRR (2023)
Shuang Hao, Chengliang Chai, Guoliang Li, Nan Tang, Ning Wang, Xiang Yu
HOFD: An Outdated Fact Detector for Knowledge Bases. IEEE Trans. Knowl. Data Eng. 35 (10) (2023)
Zui Chen, Lei Cao, Sam Madden, Ju Fan, Nan Tang, Zihui Gu, Zeyuan Shang, Chunwei Liu, Michael J. Cafarella, Tim Kraska
SEED: Simple, Efficient, and Effective Data Management via Large Language Models. CoRR (2023)
Meihao Fan, Xiaoyue Han, Ju Fan, Chengliang Chai, Nan Tang, Guoliang Li, Xiaoyong Du
Cost-Effective In-Context Learning for Entity Resolution: A Design Space Exploration. CoRR (2023)
Zui Chen, Zihui Gu, Lei Cao, Ju Fan, Samuel Madden, Nan Tang
Symphony: Towards Natural Language Query Answering over Multi-modal Data Lakes. CIDR (2023)
Sibei Chen, Nan Tang, Ju Fan, Xuemi Yan, Chengliang Chai, Guoliang Li, Xiaoyong Du
HAIPipe: Combining Human-generated and Machine-generated Pipelines for Data Preparation. Proc. ACM Manag. Data 1 (1) (2023)
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) (2023)
Chengliang Chai, Jiayi Wang, Nan Tang, Ye Yuan, Jiabin Liu, Yuhao Deng, Guoren Wang
Efficient Coreset Selection with Cluster-based Methods. KDD (2023)
Guoliang Li, Nan Tang, Chengliang Chai
Preface. J. Comput. Sci. Technol. 37 (5) (2022)
Chengliang Chai, Jiabin Liu, Nan Tang, Guoliang Li, Yuyu Luo
Selective Data Acquisition in the Wild for Model Charging. Proc. VLDB Endow. 15 (7) (2022)
Jianhong Tu, Ju Fan, Nan Tang, Peng Wang, Chengliang Chai, Guoliang Li, Ruixue Fan, Xiaoyong Du
Domain Adaptation for Deep Entity Resolution. SIGMOD Conference (2022)
Jiabin Liu, Chengliang Chai, Yuyu Luo, Yin Lou, Jianhua Feng, Nan Tang
Feature Augmentation with Reinforcement Learning. ICDE (2022)
Jiayi Wang, Chengliang Chai, Nan Tang, Jiabin Liu, Guoliang Li
Coresets over Multiple Tables for Feature-rich and Data-efficient Machine Learning. Proc. VLDB Endow. 16 (1) (2022)
Zihui Gu, Ju Fan, Nan Tang, Preslav Nakov, Xiaoman Zhao, Xiaoyong Du
PASTA: Table-Operations Aware Fact Verification via Sentence-Table Cloze Pre-training. CoRR (2022)
Yuyu Luo, Xuedi Qin, Chengliang Chai, Nan Tang, Guoliang Li, Wenbo Li
Steerable Self-Driving Data Visualization. IEEE Trans. Knowl. Data Eng. 34 (1) (2022)
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) (2022)
Zihui Gu, Ju Fan, Nan Tang, Preslav Nakov, Xiaoman Zhao, Xiaoyong Du
PASTA: Table-Operations Aware Fact Verification via Sentence-Table Cloze Pre-training. EMNLP (2022)
Xiang Yu, Chengliang Chai, Xinning Zhang, Nan Tang, Ji Sun, Guoliang Li
AlphaQO: Robust Learned Query Optimizer. Int. J. Softw. Informatics 12 (1) (2022)
Jianhong Tu, Xiaoyue Han, Ju Fan, Nan Tang, Chengliang Chai, Guoliang Li, Xiaoyong Du
DADER: Hands-Off Entity Resolution with Domain Adaptation. Proc. VLDB Endow. 15 (12) (2022)
Jinfeng Peng, Derong Shen, Nan Tang, Tieying Liu, Yue Kou, Tiezheng Nie, Hang Cui, Ge Yu
Self-supervised and Interpretable Data Cleaning with Sequence Generative Adversarial Networks. Proc. VLDB Endow. 16 (3) (2022)
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) (2022)
Xuedi Qin, Chengliang Chai, Nan Tang, Jian Li, Yuyu Luo, Guoliang Li, Yaoyu Zhu
Synthesizing Privacy Preserving Entity Resolution Datasets. ICDE (2022)
Nan Tang, Ju Fan, Fangyi Li, Jianhong Tu, Xiaoyong Du, Guoliang Li, Samuel Madden, Mourad Ouzzani
RPT: Relational Pre-trained Transformer Is Almost All You Need towards Democratizing Data Preparation. Proc. VLDB Endow. 14 (8) (2021)
Saravanan Thirumuruganathan, Han Li, Nan Tang, Mourad Ouzzani, Yash Govind, Derek Paulsen, Glenn Fung, AnHai Doan
Deep Learning for Blocking in Entity Matching: A Design Space Exploration. Proc. VLDB Endow. 14 (11) (2021)
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)
Shuang Hao, Nan Tang, Guoliang Li, Jianhua Feng, Ning Wang
Mis-categorized entities detection. VLDB J. 30 (4) (2021)
Tongyu Liu, Ju Fan, Yinqing Luo, Nan Tang, Guoliang Li, Xiaoyong Du
Adaptive Data Augmentation for Supervised Learning over Missing Data. Proc. VLDB Endow. 14 (7) (2021)
Jiabin Liu, Fu Zhu, Chengliang Chai, Yuyu Luo, Nan Tang
Automatic Data Acquisition for Deep Learning. Proc. VLDB Endow. 14 (12) (2021)
Ji Sun, Jintao Zhang, Zhaoyan Sun, Guoliang Li, Nan Tang
Learned Cardinality Estimation: A Design Space Exploration and A Comparative Evaluation. Proc. VLDB Endow. 15 (1) (2021)
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)
Ji Sun, Guoliang Li, Nan Tang
Learned Cardinality Estimation for Similarity Queries. SIGMOD Conference (2021)
Mashaal Musleh, Mourad Ouzzani, Nan Tang, AnHai Doan
CoClean: Collaborative Data Cleaning. SIGMOD Conference (2020)
Xuedi Qin, Chengliang Chai, Yuyu Luo, Nan Tang, Guoliang Li
Interactively Discovering and Ranking Desired Tuples without Writing SQL Queries. SIGMOD Conference (2020)
John K. Feser, Sam Madden, Nan Tang, Armando Solar-Lezama
Deductive optimization of relational data storage. Proc. ACM Program. Lang. 4 (OOPSLA) (2020)
Shuang Hao, Chengliang Chai, Guoliang Li, Nan Tang, Ning Wang, Xiang Yu
Outdated Fact Detection in Knowledge Bases. ICDE (2020)
Xuedi Qin, Yuyu Luo, Nan Tang, Guoliang Li
Making data visualization more efficient and effective: a survey. VLDB J. 29 (1) (2020)
Yuyu Luo, Chengliang Chai, Xuedi Qin, Nan Tang, Guoliang Li
VisClean: Interactive Cleaning for Progressive Visualization. Proc. VLDB Endow. 13 (12) (2020)
Nan Tang, Ju Fan, Fangyi Li, Jianhong Tu, Xiaoyong Du, Guoliang Li, Sam Madden, Mourad Ouzzani
Relational Pretrained Transformers towards Democratizing Data Preparation [Vision]. CoRR (2020)
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) (2020)
Yuyu Luo, Chengliang Chai, Xuedi Qin, Nan Tang, Guoliang Li
Interactive Cleaning for Progressive Visualization through Composite Questions. ICDE (2020)
El Kindi Rezig, Lei Cao, Giovanni Simonini, Maxime Schoemans, Samuel Madden, Nan Tang, Mourad Ouzzani, Michael Stonebraker
Dagger: A Data (not code) Debugger. CIDR (2020)
El Kindi Rezig, Ashrita Brahmaroutu, Nesime Tatbul, Mourad Ouzzani, Nan Tang, Timothy G. Mattson, Samuel Madden, Michael Stonebraker
Debugging Large-Scale Data Science Pipelines using Dagger. Proc. VLDB Endow. 13 (12) (2020)
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) (2020)
Xiang Yu, Guoliang Li, Chengliang Chai, Nan Tang
Reinforcement Learning with Tree-LSTM for Join Order Selection. ICDE (2020)
Abdulhakim Ali Qahtan, Nan Tang, Mourad Ouzzani, Yang Cao, Michael Stonebraker
Pattern Functional Dependencies for Data Cleaning. Proc. VLDB Endow. 13 (5) (2020)
Saravanan Thirumuruganathan, Nan Tang, Mourad Ouzzani, AnHai Doan
Data Curation with Deep Learning. EDBT (2020)
Sibo Wang, Renchi Yang, Runhui Wang, Xiaokui Xiao, Zhewei Wei, Wenqing Lin, Yin Yang, Nan Tang
Efficient Algorithms for Approximate Single-Source Personalized PageRank Queries. CoRR (2019)
Abdulhakim Ali Qahtan, Nan Tang, Mourad Ouzzani, Yang Cao, Michael Stonebraker
ANMAT: Automatic Knowledge Discovery and Error Detection through Pattern Functional Dependencies. SIGMOD Conference (2019)
Yong Wang, Guoliang Li, Nan Tang
Querying Shortest Paths on Time Dependent Road Networks. Proc. VLDB Endow. 12 (11) (2019)
Nan Tang, Eugene Wu, Guoliang Li
Towards Democratizing Relational Data Visualization. SIGMOD Conference (2019)
Saravanan Thirumuruganathan, Mourad Ouzzani, Nan Tang
Explaining Entity Resolution Predictions: Where are we and What needs to be done? HILDA@SIGMOD (2019)
Ji Sun, Dong Deng, Ihab F. Ilyas, Guoliang Li, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang
Technical Report: Optimizing Human Involvement for Entity Matching and Consolidation. CoRR (2019)
John K. Feser, Samuel Madden, Nan Tang, Armando Solar-Lezama
Deductive Optimization of Relational Data Storage. CoRR (2019)
El Kindi Rezig, Lei Cao, Michael Stonebraker, Giovanni Simonini, Wenbo Tao, Samuel Madden, Mourad Ouzzani, Nan Tang, Ahmed K. Elmagarmid
Data Civilizer 2.0: A Holistic Framework for Data Preparation and Analytics. Proc. VLDB Endow. 12 (12) (2019)
Sibo Wang, Renchi Yang, Runhui Wang, Xiaokui Xiao, Zhewei Wei, Wenqing Lin, Yin Yang, Nan Tang
Efficient Algorithms for Approximate Single-Source Personalized PageRank Queries. ACM Trans. Database Syst. 44 (4) (2019)
Raul Castro Fernandez, Nan Tang, Mourad Ouzzani, Michael Stonebraker, Samuel Madden
Dataset-On-Demand: Automatic View Search and Presentation for Data Discovery. CoRR (2019)
Mohammad Mahdavi, Ziawasch Abedjan, Raul Castro Fernandez, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang
Raha: A Configuration-Free Error Detection System. SIGMOD Conference (2019)
Dong Deng, Wenbo Tao, Ziawasch Abedjan, Ahmed K. Elmagarmid, Ihab F. Ilyas, Guoliang Li, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang
Unsupervised String Transformation Learning for Entity Consolidation. ICDE (2019)
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
RHEEM: Enabling Cross-Platform Data Processing - May The Big Data Be With You! -. Proc. VLDB Endow. 11 (11) (2018)
Saravanan Thirumuruganathan, Nan Tang, Mourad Ouzzani
Data Curation with Deep Learning [Vision]: Towards Self Driving Data Curation. CoRR (2018)
Xuedi Qin, Yuyu Luo, Nan Tang, Guoliang Li
DeepEye: An automatic big data visualization framework. Big Data Min. Anal. 1 (1) (2018)
Yuyu Luo, Xuedi Qin, Nan Tang, Guoliang Li
DeepEye: Towards Automatic Data Visualization. ICDE (2018)
Raul Castro Fernandez, Essam Mansour, Abdulhakim Ali Qahtan, Ahmed K. Elmagarmid, Ihab F. Ilyas, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang
Seeping Semantics: Linking Datasets Using Word Embeddings for Data Discovery. ICDE (2018)
Abdulhakim Ali Qahtan, Ahmed K. Elmagarmid, Mourad Ouzzani, Nan Tang
FAHES: Detecting Disguised Missing Values. ICDE (2018)
Saravanan Thirumuruganathan, Shameem Ahamed Puthiya Parambath, Mourad Ouzzani, Nan Tang, Shafiq R. Joty
Reuse and Adaptation for Entity Resolution through Transfer Learning. CoRR (2018)
Abdulhakim Ali Qahtan, Ahmed K. Elmagarmid, Raul Castro Fernandez, Mourad Ouzzani, Nan Tang
FAHES: A Robust Disguised Missing Values Detector. KDD (2018)
Yuyu Luo, Xuedi Qin, Nan Tang, Guoliang Li, Xinran Wang
DeepEye: Creating Good Data Visualizations by Keyword Search. SIGMOD Conference (2018)
Shuang Hao, Yi Xu, Nan Tang, Guoliang Li, Jianhua Feng
Cleaning Your Wrong Google Scholar Entries. ICDE (2018)
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
Building Data Civilizer Pipelines with an Advanced Workflow Engine. ICDE (2018)
Shuang Hao, Nan Tang, Guoliang Li, Jian Li, Jianhua Feng
Distilling relations using knowledge bases. VLDB J. 27 (4) (2018)
Muhammad Ebraheem, Saravanan Thirumuruganathan, Shafiq R. Joty, Mourad Ouzzani, Nan Tang
Distributed Representations of Tuples for Entity Resolution. Proc. VLDB Endow. 11 (11) (2018)
Xuedi Qin, Yuyu Luo, Nan Tang, Guoliang Li
DeepEye: Visualizing Your Data by Keyword Search. EDBT (2018)
Shuang Hao, Nan Tang, Guoliang Li, Jianhua Feng
Discovering Mis-Categorized Entities. ICDE (2018)
Dong Deng, Wenbo Tao, Ziawasch Abedjan, Ahmed K. Elmagarmid, Ihab F. Ilyas, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang
Entity Consolidation: The Golden Record Problem. CoRR (2017)
Muhammad Ebraheem, Saravanan Thirumuruganathan, Shafiq R. Joty, Mourad Ouzzani, Nan Tang
DeepER - Deep Entity Resolution. CoRR (2017)
Saravanan Thirumuruganathan, Laure Berti-Équille, Mourad Ouzzani, Jorge-Arnulfo Quiané-Ruiz, Nan Tang
UGuide: User-Guided Discovery of FD-Detectable Errors. SIGMOD Conference (2017)
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
A Demo of the Data Civilizer System. SIGMOD Conference (2017)
Zuhair Khayyat, William Lucia, Meghna Singh, Mourad Ouzzani, Paolo Papotti, Jorge-Arnulfo Quiané-Ruiz, Nan Tang, Panos Kalnis
Errata for "Lightning Fast and Space Efficient Inequality Joins" (PVLDB 8(13): 2074-2085). Proc. VLDB Endow. 10 (9) (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Nan Tang