Automatic URL completion and prediction using fuzzy type-ahead search. - Jiannan Wang 001; Guoliang Li 001; Jianhua Feng (SIGIR, 2009)

Efficient fuzzy type-ahead search in TASTIER. - Guoliang Li 001; Shengyue Ji; Chen Li 001; Jiannan Wang 001; Jianhua Feng (ICDE, 2010)

Interactive and fuzzy search: a dynamic way to explore MEDLINE. - Jiannan Wang 001; Inci Cetindil; Shengyue Ji; Chen Li 001; Xiaohui Xie; Guoliang Li 001; Jianhua Feng (Bioinform., 2010)

Trie-Join: Efficient Trie-based String Similarity Joins with Edit-Distance Constraints. - Jiannan Wang 001; Guoliang Li 001; Jianhua Feng (Proc. VLDB Endow., 2010)

DBease: Making Databases User-Friendly and Easily Accessible. - Guoliang Li 001; Ju Fan; Hao Wu 010; Jiannan Wang 001; Jianhua Feng (CIDR, 2011)

Fast-join: An efficient method for fuzzy token matching based string similarity join. - Jiannan Wang 001; Guoliang Li 001; Jianhua Feng (ICDE, 2011)

PASS-JOIN: A Partition-based Method for Similarity Joins. - Guoliang Li 001; Dong Deng 001; Jiannan Wang 001; Jianhua Feng (Proc. VLDB Endow., 2011)

Entity Matching: How Similar Is Similar. - Jiannan Wang 001; Guoliang Li 001; Jeffrey Xu Yu; Jianhua Feng (Proc. VLDB Endow., 2011)

Supporting efficient top-k queries in type-ahead search. - Guoliang Li 001; Jiannan Wang 001; Chen Li 001; Jianhua Feng (SIGIR, 2012)

Can we beat the prefix filtering?: an adaptive framework for similarity join and search. - Jiannan Wang 001; Guoliang Li 001; Jianhua Feng (SIGMOD Conference, 2012)

CrowdER: Crowdsourcing Entity Resolution. - Jiannan Wang 001; Tim Kraska; Michael J. Franklin; Jianhua Feng (Proc. VLDB Endow., 2012)

Improving Data Management Applications Using Microtask Platforms. - Jiannan Wang 001; Reynold Xin (Adv. Math. Commun., 2012)

Trie-join: a trie-based method for efficient string similarity joins. - Jianhua Feng; Jiannan Wang 001; Guoliang Li 001 (VLDB J., 2012)

Efficient parallel partition-based algorithms for similarity search and join with edit distance constraints. - Yu Jiang; Dong Deng 001; Jiannan Wang 001; Guoliang Li 001; Jianhua Feng (EDBT/ICDT Workshops, 2013)

Leveraging transitive relations for crowdsourced joins. - Jiannan Wang 001; Guoliang Li 001; Tim Kraska; Michael J. Franklin; Jianhua Feng (SIGMOD Conference, 2013)

Learning accurate kinematic control of cable-driven surgical robots using data cleaning and Gaussian Process Regression. - Jeffrey Mahler; Sanjay Krishnan; Michael Laskey; Siddarth Sen; Adithyavairavan Murali; Ben Kehoe; Sachin Patil; Jiannan Wang 001; Mike Franklin; Pieter Abbeel; Kenneth Y. Goldberg (CASE, 2014)

MassJoin: A mapreduce-based method for scalable string similarity joins. - Dong Deng 001; Guoliang Li 001; Shuang Hao 002; Jiannan Wang 001; Jianhua Feng (ICDE, 2014)

A sample-and-clean framework for fast and accurate query processing on dirty data. - Jiannan Wang 001; Sanjay Krishnan; Michael J. Franklin; Ken Goldberg; Tim Kraska; Tova Milo (SIGMOD Conference, 2014)

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

The Expected Optimal Labeling Order Problem for Crowdsourced Joins and Entity Resolution. - Jiannan Wang 001; Guoliang Li 001; Tim Kraska; Michael J. Franklin; Jianhua Feng (CoRR, 2014)

Extending string similarity join to tolerant fuzzy token matching. - Jiannan Wang 001; Guoliang Li 001; Jianhua Feng (ACM Trans. Database Syst., 2014)

QASCA: A Quality-Aware Task Assignment System for Crowdsourcing Applications. - Yudian Zheng; Jiannan Wang 001; Guoliang Li 001; Reynold Cheng; Jianhua Feng (SIGMOD Conference, 2015)

SampleClean: Fast and Reliable Analytics on Dirty Data. - Sanjay Krishnan; Jiannan Wang 001; Michael J. Franklin; Ken Goldberg; Tim Kraska; Tova Milo; Eugene Wu 002 (IEEE Data Eng. Bull., 2015)

Wisteria: Nurturing Scalable Data Cleaning Infrastructure. - Daniel Haas; Sanjay Krishnan; Jiannan Wang 001; Michael J. Franklin; Eugene Wu 002 (Proc. VLDB Endow., 2015)

CLAMShell: Speeding up Crowds for Low-latency Data Labeling. - Daniel Haas; Jiannan Wang 001; Eugene Wu 002; Michael J. Franklin (Proc. VLDB Endow., 2015)

Stale View Cleaning: Getting Fresh Answers from Stale Materialized Views. - Sanjay Krishnan; Jiannan Wang 001; Michael J. Franklin; Ken Goldberg; Tim Kraska (Proc. VLDB Endow., 2015)

Finding Gangs in War from Signed Networks. - Lingyang Chu; Zhefeng Wang 001; Jian Pei 001; Jiannan Wang 001; Zijin Zhao; Enhong Chen (KDD, 2016)

Data Cleaning: Overview and Emerging Challenges. - Xu Chu; Ihab F. Ilyas; Sanjay Krishnan; Jiannan Wang 001 (SIGMOD Conference, 2016)

ActiveClean: An Interactive Data Cleaning Framework For Modern Machine Learning. - Sanjay Krishnan; Michael J. Franklin; Ken Goldberg; Jiannan Wang 001; Eugene Wu 002 (SIGMOD Conference, 2016)

PrivateClean: Data Cleaning and Differential Privacy. - Sanjay Krishnan; Jiannan Wang 001; Michael J. Franklin; Ken Goldberg; Tim Kraska (SIGMOD Conference, 2016)

ActiveClean: Interactive Data Cleaning While Learning Convex Loss Models. - Sanjay Krishnan; Jiannan Wang 001; Eugene Wu 002; Michael J. Franklin; Ken Goldberg (CoRR, 2016)

ActiveClean: Interactive Data Cleaning For Statistical Modeling. - Sanjay Krishnan; Jiannan Wang 001; Eugene Wu 002; Michael J. Franklin; Ken Goldberg (Proc. VLDB Endow., 2016)

Skipping-oriented Partitioning for Columnar Layouts. - Liwen Sun; Michael J. Franklin; Jiannan Wang 001; Eugene Wu 002 (Proc. VLDB Endow., 2016)

Crowdsourced Data Management: A Survey. - Guoliang Li 001; Jiannan Wang 001; Yudian Zheng; Michael J. Franklin (IEEE Trans. Knowl. Data Eng., 2016)

Reprowd: Crowdsourced Data Processing Made Reproducible. - Jiannan Wang 001 (CIDR, 2017)

Schemaless Join for Result Set Preferences. - Chuancong Gao; Jian Pei 001; Jiannan Wang 001; Yi Chang 001 (IRI, 2017)

Crowdsourced Data Management: Overview and Challenges. - Guoliang Li 001; Yudian Zheng; Ju Fan; Jiannan Wang 001; Reynold Cheng (SIGMOD Conference, 2017)

Preference-driven similarity join. - Chuancong Gao; Jiannan Wang 001; Jian Pei 001; Rui Li 049; Yi Chang 001 (WI, 2017)

PreCog: Improving Crowdsourced Data Quality Before Acquisition. - Hamed Nilforoshan; Jiannan Wang 001; Eugene Wu 002 (CoRR, 2017)

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

AQP++: Connecting Approximate Query Processing With Aggregate Precomputation for Interactive Analytics. - Jinglin Peng; Dongxiang Zhang; Jiannan Wang 001; Jian Pei 001 (SIGMOD Conference, 2018)

Deeper: A Data Enrichment System Powered by Deep Web. - Pei Wang; Yongjun He; Ryan Shea; Jiannan Wang 001; Eugene Wu 002 (SIGMOD Conference, 2018)

Crowd-Powered Data Mining. - Chengliang Chai; Ju Fan; Guoliang Li 001; Jiannan Wang 001; Yudian Zheng (CoRR, 2018)

Cleaning Crowdsourced Labels Using Oracles For Statistical Classification. - Mohamad Dolatshah; Mathew Teoh; Jiannan Wang 001; Jian Pei 001 (Proc. VLDB Endow., 2018)

Crowdsourcing Database Systems: Overview and Challenges. - Chengliang Chai; Ju Fan; Guoliang Li 001; Jiannan Wang 001; Yudian Zheng (ICDE, 2019)

Progressive Deep Web Crawling Through Keyword Queries For Data Enrichment. - Pei Wang; Ryan Shea; Jiannan Wang 001; Eugene Wu 002 (SIGMOD Conference, 2019)

Detecting Data Errors with Statistical Constraints. - Jing Nathan Yan; Oliver Schulte; Jiannan Wang 001; Reynold Cheng (CoRR, 2019)

Towards Extracting Highlights From Recorded Live Videos: An Implicit Crowdsourcing Approach. - Ruochen Jiang; Changbo Qu; Jiannan Wang 001; Chi Wang 001; Yudian Zheng (ICDE, 2020)

Complaint-driven Training Data Debugging for Query 2.0. - Weiyuan Wu; Lampros Flokas; Eugene Wu 002; Jiannan Wang 001 (SIGMOD Conference, 2020)

SCODED: Statistical Constraint Oriented Data Error Detection. - Jing Nathan Yan; Oliver Schulte; Mohan Zhang; Jiannan Wang 001; Reynold Cheng (SIGMOD Conference, 2020)

ActiveDeeper: A Model-based Active Data Enrichment System. - Liang Zhao; Qingcan Li; Pei Wang; Jiannan Wang 001; Eugene Wu 002 (Proc. VLDB Endow., 2020)

Automating Entity Matching Model Development. - Pei Wang; Weiling Zheng; Jiannan Wang 001; Jian Pei 001 (ICDE, 2021)

DataPrep.EDA: Task-Centric Exploratory Data Analysis for Statistical Modeling in Python. - Jinglin Peng; Weiyuan Wu; Brandon Lockhart; Song Bian 002; Jing Nathan Yan; Linghao Xu; Zhixuan Chi; Jeffrey M. Rzeszotarski; Jiannan Wang 001 (SIGMOD Conference, 2021)

Enabling SQL-based Training Data Debugging for Federated Learning. - Yejia Liu; Weiyuan Wu; Lampros Flokas; Jiannan Wang 001; Eugene Wu 002 (Proc. VLDB Endow., 2021)

Explaining Inference Queries with Bayesian Optimization. - Brandon Lockhart; Jinglin Peng; Weiyuan Wu; Jiannan Wang 001; Eugene Wu 002 (Proc. VLDB Endow., 2021)

Are We Ready For Learned Cardinality Estimation? - Xiaoying Wang; Changbo Qu; Weiyuan Wu; Jiannan Wang 001; Qingqing Zhou (Proc. VLDB Endow., 2021)

How I stopped worrying about training data bugs and started complaining. - Lampros Flokas; Weiyuan Wu; Jiannan Wang 001; Nakul Verma; Eugene Wu 002 (DEEM@SIGMOD, 2022)

Complaint-Driven Training Data Debugging at Interactive Speeds. - Lampros Flokas; Weiyuan Wu; Yejia Liu; Jiannan Wang 001; Nakul Verma; Eugene Wu 002 (SIGMOD Conference, 2022)

One Size Does Not Fit All: A Bandit-Based Sampler Combination Framework with Theoretical Guarantees. - Jinglin Peng; Bolin Ding; Jiannan Wang 001; Kai Zeng 002; Jingren Zhou 001 (SIGMOD Conference, 2022)

User Interfaces for Exploratory Data Analysis: A Survey of Open-Source and Commercial Tools. - Jinglin Peng; Weiyuan Wu; Jing Nathan Yan; Danrui Qi; Jeffrey M. Rzeszotarski; Jiannan Wang 001 (IEEE Data Eng. Bull., 2022)

ConnectorX: Accelerating Data Loading From Databases to Dataframes. - Xiaoying Wang; Weiyuan Wu; Jinze Wu; Yizhou Chen; Nick Zrymiak; Changbo Qu; Lampros Flokas; George Chow; Jiannan Wang 001; Tianzheng Wang 001; Eugene Wu 002; Qingqing Zhou (Proc. VLDB Endow., 2022)

Web Connector: A Unified API Wrapper to Simplify Web Data Collection. - Weiyuan Wu; Pei Wang; Yi Xie; Yejia Liu; George Chow; Jiannan Wang 001 (Proc. VLDB Endow., 2023)

Auto-FP: An Experimental Study of Automated Feature Preprocessing for Tabular Data. - Danrui Qi; Jinglin Peng; Yongjun He; Jiannan Wang 001 (EDBT, 2024)

FeatAug: Automatic Feature Augmentation From One-to-Many Relationship Tables. - Danrui Qi; Weiling Zheng; Jiannan Wang 001 (ICDE, 2024)

CleanAgent: Automating Data Standardization with LLM-based Agents. - Danrui Qi; Jiannan Wang 001 (CoRR, 2024)

BQSched: A Non-Intrusive Scheduler for Batch Concurrent Queries via Reinforcement Learning. - Chenhao Xu; Chunyu Chen; Jinglin Peng; Jiannan Wang 001; Jun Gao (ICDE, 2025)

Data+AI: LLM4Data and Data4LLM. - Guoliang Li 001; Jiayi Wang 002; Chenyang Zhang 005; Jiannan Wang 001 (SIGMOD Conference Companion, 2025)

A Flexible Framework for Query-oriented Interactive Community Search. - Longxu Sun; Xin Huang 001; Jiannan Wang 001; Jianliang Xu (Proc. VLDB Endow., 2025)

Accio: Bolt-on Query Federation. - Xiaoying Wang; Jiannan Wang 001; Tianzheng Wang 001; Yong Zhang (Proc. VLDB Endow., 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)

ChartCards: A Chart-Metadata Generation Framework for Multi-Task Chart Understanding. - Yifan Wu; Lutao Yan; Leixian Shen; Yinan Mei; Jiannan Wang 001; Yuyu Luo (CoRR, 2025)

LINEAGEX: A Column Lineage Extraction System for SQL. - Shi Heng Zhang; Zhengjie Miao; Jiannan Wang 001 (CoRR, 2025)