Abstracting Probabilistic Actions. - Peter Haddawy; AnHai Doan (UAI, 1994)

Efficient Decision-Theoretic Planning: Techniques and Empirical Analysis. - Peter Haddawy; AnHai Doan; Richard Goodwin (UAI, 1995)

Modeling Probabilistic Actions for Practical Decision-Theoretic Planning. - AnHai Doan (AIPS, 1996)

Sound Abstraction of Probabilistic Actions in The Constraint Mass Assignment Framework. - AnHai Doan; Peter Haddawy (UAI, 1996)

Geometric Foundations for Interval-Based Probabilities. - Vu A. Ha; AnHai Doan; Van H. Vu; Peter Haddawy (Ann. Math. Artif. Intell., 1998)

Learning Source Description for Data Integration. - AnHai Doan; Pedro M. Domingos; Alon Y. Levy (WebDB (Informal Proceedings), 2000)

Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach. - AnHai Doan; Pedro M. Domingos; Alon Y. Halevy (SIGMOD Conference, 2001)

Efficiently Ordering Query Plans for Data Integration. - AnHai Doan; Alon Y. Halevy (ICDE, 2002)

Learning to map between ontologies on the semantic web. - AnHai Doan; Jayant Madhavan; Pedro M. Domingos; Alon Y. Halevy (WWW, 2002)

Database Research at the University of Illinois at Urbana-Champaign. - Marianne Winslett; Kevin Chen-Chuan Chang; AnHai Doan; Jiawei Han 001; ChengXiang Zhai; Yuanyuan Zhou 001 (SIGMOD Rec., 2002)

Crossing the Structure Chasm. - Alon Y. Halevy; Oren Etzioni; AnHai Doan; Zachary G. Ives; Jayant Madhavan; Luke K. McDowell; Igor Tatarinov (CIDR, 2003)

Object Matching for Information Integration: A Profiler-Based Approach. - AnHai Doan; Ying Lu 001; Yoonkyong Lee; Jiawei Han 001 (IIWeb, 2003)

Building Data Integration Systems: A Mass Collaboration Approach. - AnHai Doan; Robert McCann (IIWeb, 2003)

Building Data Integration Systems: A Mass Collaboration Approach. - Robert McCann; AnHai Doan; Vanitha Varadarajan; Alexander Kramnik; ChengXiang Zhai (WebDB, 2003)

Profile-Based Object Matching for Information Integration. - AnHai Doan; Ying Lu 001; Yoonkyong Lee; Jiawei Han 001 (IEEE Intell. Syst., 2003)

Learning to Match the Schemas of Data Sources: A Multistrategy Approach. - AnHai Doan; Pedro M. Domingos; Alon Y. Halevy (Mach. Learn., 2003)

Learning to match ontologies on the Semantic Web. - AnHai Doan; Jayant Madhavan; Robin Dhamankar; Pedro M. Domingos; Alon Y. Halevy (VLDB J., 2003)

Ontology Matching: A Machine Learning Approach. - AnHai Doan; Jayant Madhavan; Pedro M. Domingos; Alon Y. Halevy (Handbook on Ontologies, 2004)

Privacy-preserving data integration and sharing. - Chris Clifton; Murat Kantarcioglu; AnHai Doan; Gunther Schadow; Jaideep Vaidya; Ahmed K. Elmagarmid; Dan Suciu (DMKD, 2004)

iMAP: Discovering Complex Mappings between Database Schemas. - Robin Dhamankar; Yoonkyong Lee; AnHai Doan; Alon Y. Halevy; Pedro M. Domingos (SIGMOD Conference, 2004)

An Interactive Clustering-based Approach to Integrating Source Query interfaces on the Deep Web. - Wensheng Wu; Clement T. Yu; AnHai Doan; Weiyi Meng (SIGMOD Conference, 2004)

Semantic Integration Workshop at the Second International Semantic Web Conference (ISWC-2003). - AnHai Doan; Alon Y. Halevy; Natalya Fridman Noy (AI Mag., 2004)

Semantic Integration Workshop at the 2nd International Semantic Web Conference (ISWC-2003). - AnHai Doan; Alon Y. Halevy; Natalya Fridman Noy (SIGMOD Rec., 2004)

Introduction to the Special Issue on Semantic Integration. - AnHai Doan; Natalya Fridman Noy; Alon Y. Halevy (SIGMOD Rec., 2004)

Constraint-Based Entity Matching. - Warren Shen; Xin Li; AnHai Doan (AAAI, 2005)

Collaborative Development of Information Integration Systems. - AnHai Doan; Robert McCann; Warren Shen (AAAI Spring Symposium: Knowledge Collection from Volunteer Contributors, 2005)

Corpus-based Schema Matching. - Jayant Madhavan; Philip A. Bernstein; AnHai Doan; Alon Y. Halevy (ICDE, 2005)

Integrating Data from Disparate Sources: A Mass Collaboration Approach. - Robert McCann; Alexander Kramnik; Warren Shen; Vanitha Varadarajan; Olu Sobulo; AnHai Doan (ICDE, 2005)

Merging Interface Schemas on the Deep Web via Clustering Aggregation. - Wensheng Wu; AnHai Doan; Clement T. Yu (ICDM, 2005)

Bootstrapping Domain Ontology for Semantic Web Services from Source Web Sites. - Wensheng Wu; AnHai Doan; Clement T. Yu; Weiyi Meng (TES, 2005)

Mapping Maintenance for Data Integration Systems. - Robert McCann; Bedoor K. AlShebli; Quoc Le 001; Hoa Nguyen; Long H. Vu; AnHai Doan (VLDB, 2005)

Tuning Schema Matching Software using Synthetic Scenarios. - Mayssam Sayyadian; Yoonkyong Lee; AnHai Doan; Arnon Rosenthal (VLDB, 2005)

Semantic Integration Research in the Database Community: A Brief Survey. - AnHai Doan; Alon Y. Halevy (AI Mag., 2005)

Semantic Integration. - Natalya Fridman Noy; AnHai Doan; Alon Y. Halevy (AI Mag., 2005)

WebIQ: Learning from the Web to Match Deep-Web Query Interfaces. - Wensheng Wu; AnHai Doan; Clement T. Yu (ICDE, 2006)

Managing information extraction: state of the art and research directions. - AnHai Doan; Raghu Ramakrishnan 001; Shivakumar Vaithyanathan (SIGMOD Conference, 2006)

Community Information Management. - AnHai Doan; Raghu Ramakrishnan 001; Fei Chen 002; Pedro DeRose; Yoonkyong Lee; Robert McCann; Mayssam Sayyadian; Warren Shen (IEEE Data Eng. Bull., 2006)

DBLife: A Community Information Management Platform for the Database Research Community (Demo). - Pedro DeRose; Warren Shen; Fei Chen 002; Yoonkyong Lee; Douglas Burdick; AnHai Doan; Raghu Ramakrishnan 001 (CIDR, 2007)

K-Anonymization as Spatial Indexing: Toward Scalable and Incremental Anonymization. - Tochukwu Iwuchukwu; David J. DeWitt; AnHai Doan; Jeffrey F. Naughton (ICDE, 2007)

SQL Queries Over Unstructured Text Databases. - Alpa Jain; AnHai Doan; Luis Gravano (ICDE, 2007)

Efficient Keyword Search Across Heterogeneous Relational Databases. - Mayssam Sayyadian; Hieu LeKhac; AnHai Doan; Luis Gravano (ICDE, 2007)

Source-aware Entity Matching: A Compositional Approach. - Warren Shen; Pedro DeRose; Long H. Vu; AnHai Doan; Raghu Ramakrishnan 001 (ICDE, 2007)

Data Quality Challenges in Community Systems. - AnHai Doan (QDB, 2007)

OLAP over Imprecise Data with Domain Constraints. - Douglas Burdick; AnHai Doan; Raghu Ramakrishnan 001; Shivakumar Vaithyanathan (VLDB, 2007)

A Relational Approach to Incrementally Extracting and Querying Structure in Unstructured Data. - Eric Chu; Akanksha Baid; Ting Chen; AnHai Doan; Jeffrey F. Naughton (VLDB, 2007)

Building Structured Web Community Portals: A Top-Down, Compositional, and Incremental Approach. - Pedro DeRose; Warren Shen; Fei Chen 002; AnHai Doan; Raghu Ramakrishnan 001 (VLDB, 2007)

Declarative Information Extraction Using Datalog with Embedded Extraction Predicates. - Warren Shen; AnHai Doan; Jeffrey F. Naughton; Raghu Ramakrishnan 001 (VLDB, 2007)

User-Centric Research Challenges in Community Information Management Systems. - AnHai Doan; Philip Bohannon; Raghu Ramakrishnan 001; Xiaoyong Chai; Pedro DeRose; Byron J. Gao; Warren Shen (IEEE Data Eng. Bull., 2007)

eTuner: tuning schema matching software using synthetic scenarios. - Yoonkyong Lee; Mayssam Sayyadian; AnHai Doan; Arnon Rosenthal (VLDB J., 2007)

Efficient Information Extraction over Evolving Text Data. - Fei Chen 002; AnHai Doan; Jun Yang 001; Raghu Ramakrishnan 001 (ICDE, 2008)

Building Community Wikipedias: A Machine-Human Partnership Approach. - Pedro DeRose; Xiaoyong Chai; Byron J. Gao; Warren Shen; AnHai Doan; Philip Bohannon; Xiaojin Zhu 001 (ICDE, 2008)

Optimizing SQL Queries over Text Databases. - Alpa Jain; AnHai Doan; Luis Gravano (ICDE, 2008)

Matching Schemas in Online Communities: A Web 2.0 Approach. - Robert McCann; Warren Shen; AnHai Doan (ICDE, 2008)

A Discriminative Approach to Ontology Mapping. - Michael L. Wick; Khashayar Rohanimanesh; Andrew McCallum; AnHai Doan (NTII, 2008)

Building Structured Web Community Portals Via Extraction, Integration, and Mass Collaboration. - AnHai Doan (PRICAI, 2008)

Toward best-effort information extraction. - Warren Shen; Pedro DeRose; Robert McCann; AnHai Doan; Raghu Ramakrishnan 001 (SIGMOD Conference, 2008)

Analyzing and revising data integration schemas to improve their matchability. - Xiaoyong Chai; Mayssam Sayyadian; AnHai Doan; Arnon Rosenthal; Len Seligman (Proc. VLDB Endow., 2008)

On the provenance of non-answers to queries over extracted data. - Jiansheng Huang; Ting Chen; AnHai Doan; Jeffrey F. Naughton (Proc. VLDB Endow., 2008)

The Claremont report on database research. - Rakesh Agrawal 001; Anastasia Ailamaki; Philip A. Bernstein; Eric A. Brewer; Michael J. Carey 001; Surajit Chaudhuri; AnHai Doan; Daniela Florescu; Michael J. Franklin; Hector Garcia-Molina; Johannes Gehrke; Le Gruenwald; et al. (SIGMOD Rec., 2008)

Databases and Web 2.0 panel at VLDB 2007. - Sihem Amer-Yahia; Volker Markl; Alon Y. Halevy; AnHai Doan; Gustavo Alonso; Donald Kossmann; Gerhard Weikum (SIGMOD Rec., 2008)

Information extraction challenges in managing unstructured data. - AnHai Doan; Jeffrey F. Naughton; Raghu Ramakrishnan 001; Akanksha Baid; Xiaoyong Chai; Fei Chen 002; Ting Chen; Eric Chu; Pedro DeRose; Byron J. Gao; Chaitanya Gokhale; Jiansheng Huang; et al. (SIGMOD Rec., 2008)

The Case for a Structured Approach to Managing Unstructured Data. - AnHai Doan; Jeffrey F. Naughton; Akanksha Baid; Xiaoyong Chai; Fei Chen 002; Ting Chen; Eric Chu; Pedro DeRose; Byron J. Gao; Chaitanya Gokhale; Jiansheng Huang; Warren Shen; et al. (CIDR, 2009)

Join Optimization of Information Extraction Output: Quality Matters! - Alpa Jain; Panagiotis G. Ipeirotis; AnHai Doan; Luis Gravano (ICDE, 2009)

Weighted Proximity Best-Joins for Information Retrieval. - Risi Thonangi; Hao He 006; AnHai Doan; Haixun Wang; Jun Yang 001 (ICDE, 2009)

Efficiently incorporating user feedback into information extraction and integration programs. - Xiaoyong Chai; Ba-Quy Vuong; AnHai Doan; Jeffrey F. Naughton (SIGMOD Conference, 2009)

Optimizing complex extraction programs over evolving text data. - Fei Chen 002; Byron J. Gao; AnHai Doan; Jun Yang 001; Raghu Ramakrishnan 001 (SIGMOD Conference, 2009)

Combining keyword search and forms for ad hoc querying of databases. - Eric Chu; Akanksha Baid; Xiaoyong Chai; AnHai Doan; Jeffrey F. Naughton (SIGMOD Conference, 2009)

Modeling and Extracting Deep-Web Query Interfaces. - Wensheng Wu; AnHai Doan; Clement T. Yu; Weiyi Meng (Advances in Information and Intelligent Systems, 2009)

Toward industrial-strength keyword search systems over relational data. - Akanksha Baid; Ian Rae; AnHai Doan; Jeffrey F. Naughton (ICDE, 2010)

Crowds, clouds, and algorithms: exploring the human side of "big data" applications. - Sihem Amer-Yahia; AnHai Doan; Jon M. Kleinberg; Nick Koudas; Michael J. Franklin (SIGMOD Conference, 2010)

Toward Scalable Keyword Search over Relational Data. - Akanksha Baid; Ian Rae; Jiexing Li; AnHai Doan; Jeffrey F. Naughton (Proc. VLDB Endow., 2010)

Crowdsourcing systems on the World-Wide Web. - AnHai Doan; Raghu Ramakrishnan 001; Alon Y. Halevy (Commun. ACM, 2011)

Crowdsourcing Applications and Platforms: A Data Management Perspective. - AnHai Doan; Michael J. Franklin; Donald Kossmann; Tim Kraska (Proc. VLDB Endow., 2011)

Tuffy: Scaling up Statistical Inference in Markov Logic Networks using an RDBMS. - Feng Niu; Christopher Ré; AnHai Doan; Jude W. Shavlik (Proc. VLDB Endow., 2011)

Principles of Data Integration. - AnHai Doan; Alon Y. Halevy; Zachary G. Ives (Morgan Kaufmann, 2012)

Muppet: MapReduce-Style Processing of Fast Data. - Wang Lam; Lu Liu; STS Prasad; Anand Rajaraman; Zoheb Vacheri; AnHai Doan (Proc. VLDB Endow., 2012)

Building, maintaining, and using knowledge bases: a report from the trenches. - Omkar Deshpande; Digvijay S. Lamba; Michel Tourn; Sanjib Das; Sri Subramaniam; Anand Rajaraman; Venky Harinarayan; AnHai Doan (SIGMOD Conference, 2013)

Badger: Toward Crowdsourcing the Building of Structured Knowledge Bases. - AnHai Doan (WebDB, 2013)

Social Media Analytics: The Kosmix Story. - Xiaoyong Chai; Omkar Deshpande; Nikesh Garera; Rohit Kumar 006; Wang Lam; Digvijay S. Lamba; Lu Liu; Mitul Tiwari; Michel Tourn; Zoheb Vacheri; STS Prasad; Sri Subramaniam; et al. (IEEE Data Eng. Bull., 2013)

Entity Extraction, Linking, Classification, and Tagging for Social Media: A Wikipedia-Based Approach. - Rohit Kumar 006; Digvijay S. Lamba; Nikesh Garera; Mitul Tiwari; Xiaoyong Chai; Sanjib Das; Sri Subramaniam; Anand Rajaraman; Venky Harinarayan; AnHai Doan (Proc. VLDB Endow., 2013)

Modeling entity evolution for temporal record matching. - Yueh-Hsuan Chiang; AnHai Doan; Jeffrey F. Naughton (SIGMOD Conference, 2014)

Corleone: hands-off crowdsourcing for entity matching. - Chaitanya Gokhale; Sanjib Das; AnHai Doan; Jeffrey F. Naughton; Narasimhan Rampalli; Jude W. Shavlik; Xiaojin Zhu 001 (SIGMOD Conference, 2014)

Tracking Entities in the Dynamic World: A Fast Algorithm for Matching Temporal Records. - Yueh-Hsuan Chiang; AnHai Doan; Jeffrey F. Naughton (Proc. VLDB Endow., 2014)

Chimera: Large-Scale Classification using Machine Learning, Rules, and Crowdsourcing. - Chong Sun; Narasimhan Rampalli; Frank Yang; AnHai Doan (Proc. VLDB Endow., 2014)

The Beckman Report on Database Research. - Daniel J. Abadi; Rakesh Agrawal 001; Anastasia Ailamaki; Magdalena Balazinska; Philip A. Bernstein; Michael J. Carey 001; Surajit Chaudhuri; Jeffrey Dean; AnHai Doan; Michael J. Franklin; Johannes Gehrke; Laura M. Haas; et al. (SIGMOD Rec., 2014)

On Debugging Non-Answers in Keyword Search Systems. - Akanksha Baid; Wentao Wu 001; Chong Sun; AnHai Doan; Jeffrey F. Naughton (EDBT, 2015)

Why Big Data Industrial Systems Need Rules and What We Can Do About It. - Paul Suganthan G. C.; Chong Sun; Krishna Gayatri K.; Haojun Zhang; Frank Yang; Narasimhan Rampalli; Shishir Prasad; Esteban Arcaute; Ganesh Krishnan; Rohit Deep; Vijay Raghavendra; AnHai Doan (SIGMOD Conference, 2015)

Magellan: Toward Building Entity Matching Management Systems. - Pradap Konda; Sanjib Das; Paul Suganthan G. C.; AnHai Doan; Adel Ardalan; Jeffrey R. Ballard; Han Li; Fatemah Panahi; Haojun Zhang; Jeffrey F. Naughton; Shishir Prasad; Ganesh Krishnan; et al. (Proc. VLDB Endow., 2016)

Magellan: Toward Building Entity Matching Management Systems over Data Science Stacks. - Pradap Konda; Sanjib Das; Paul Suganthan G. C.; AnHai Doan; Adel Ardalan; Jeffrey R. Ballard; Han Li; Fatemah Panahi; Haojun Zhang; Jeffrey F. Naughton; Shishir Prasad; Ganesh Krishnan; et al. (Proc. VLDB Endow., 2016)

bigNN: An open-source big data toolkit focused on biomedical sentence classification. - Ahmad Pahlavan Tafti; Ehsun Behravesh; Mehdi Assefi; Eric LaRose; Jonathan C. Badger; John Mayer; AnHai Doan; David Page; Peggy L. Peissig (IEEE BigData, 2017)

What is Our Agenda for Data Science? - AnHai Doan (CIDR, 2017)

Entity Matching Using Magellan: Matching Drug Reference Tables. - Eric R. LaRose; Jonathan C. Badger; Pradap Konda; AnHai Doan; Peggy L. Peissig (CRI, 2017)

Towards Interactive Debugging of Rule-based Entity Matching. - Fatemah Panahi; Wentao Wu 001; AnHai Doan; Jeffrey F. Naughton (EDBT, 2017)

Falcon: Scaling Up Hands-Off Crowdsourced Entity Matching to Build Cloud Services. - Sanjib Das; Paul Suganthan G. C.; AnHai Doan; Jeffrey F. Naughton; Ganesh Krishnan; Rohit Deep; Esteban Arcaute; Vijay Raghavendra; Youngchoon Park (SIGMOD Conference, 2017)

Human-in-the-Loop Challenges for Entity Matching: A Midterm Report. - AnHai Doan; Adel Ardalan; Jeffrey R. Ballard; Sanjib Das; Yash Govind; Pradap Konda; Han Li; Sidharth Mudgal; Erik Paulson 001; Paul Suganthan G. C.; Haojun Zhang (HILDA@SIGMOD, 2017)

MetaSRA: normalized human sample-specific metadata for the Sequence Read Archive. - Matthew Bernstein; AnHai Doan; Colin N. Dewey (Bioinform., 2017)

Toward a System Building Agenda for Data Integration. - AnHai Doan; Adel Ardalan; Jeffrey R. Ballard; Sanjib Das; Yash Govind; Pradap Konda; Han Li; Erik Paulson 001; Paul Suganthan G. C.; Haojun Zhang (CoRR, 2017)

MatchCatcher: A Debugger for Blocking in Entity Matching. - Han Li; Pradap Konda; Paul Suganthan G. C.; AnHai Doan; Benjamin Snyder; Youngchoon Park; Ganesh Krishnan; Rohit Deep; Vijay Raghavendra (EDBT, 2018)

Human-in-the-Loop Data Analysis: A Personal Perspective. - AnHai Doan (HILDA@SIGMOD, 2018)

Deep Learning for Entity Matching: A Design Space Exploration. - Sidharth Mudgal; Han Li; Theodoros Rekatsinas; AnHai Doan; Youngchoon Park; Ganesh Krishnan; Rohit Deep; Esteban Arcaute; Vijay Raghavendra (SIGMOD Conference, 2018)

BigGorilla: An Open-Source Ecosystem for Data Preparation and Integration. - Chen Chen 111; Behzad Golshan; Alon Y. Halevy; Wang-Chiew Tan; AnHai Doan (IEEE Data Eng. Bull., 2018)

Toward a System Building Agenda for Data Integration (and Data Science). - AnHai Doan; Pradap Konda; Paul Suganthan G. C.; Adel Ardalan; Jeffrey R. Ballard; Sanjib Das; Yash Govind; Han Li; Philip Martinkus; Sidharth Mudgal; Erik Paulson 001; Haojun Zhang (IEEE Data Eng. Bull., 2018)

Smurf: Self-Service String Matching Using Random Forests. - Paul Suganthan G. C.; Adel Ardalan; AnHai Doan; Aditya Akella (Proc. VLDB Endow., 2018)

CloudMatcher: A Hands-Off Cloud/Crowd Service for Entity Matching. - Yash Govind; Erik Paulson 001; Palaniappan Nagarajan; Paul Suganthan G. C.; AnHai Doan; Youngchoon Park; Glenn Fung; Devin Conathan; Marshall Carter; Mingju Sun (Proc. VLDB Endow., 2018)

Executing Entity Matching End to End: A Case Study. - Pradap Konda; Sanjay Subramanian Seshadri; Elan Segarra; Brent Hueth; AnHai Doan (EDBT, 2019)

Entity Matching Meets Data Science: A Progress Report from the Magellan Project. - Yash Govind; Pradap Konda; Paul Suganthan G. C.; Philip Martinkus; Palaniappan Nagarajan; Han Li; Aravind Soundararajan; Sidharth Mudgal; Jeffrey R. Ballard; Haojun Zhang; Adel Ardalan; Sanjib Das; et al. (SIGMOD Conference, 2019)

The Seattle Report on Database Research. - Daniel Abadi; Anastasia Ailamaki; David G. Andersen; Peter Bailis; Magdalena Balazinska; Philip A. Bernstein; Peter A. Boncz; Surajit Chaudhuri; Alvin Cheung; AnHai Doan; Luna Dong; Michael J. Franklin; et al. (SIGMOD Rec., 2019)

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

Manually Detecting Errors for Data Cleaning Using Adaptive Crowdsourcing Strategies. - Haojun Zhang; Chengliang Chai; AnHai Doan; Paris Koutris; Esteban Arcaute (EDBT, 2020)

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

Magellan: toward building ecosystems of entity matching solutions. - AnHai Doan; Pradap Konda; Paul Suganthan G. C.; Yash Govind; Derek Paulsen; Kaushik Chandrasekhar; Philip Martinkus; Matthew Christie (Commun. ACM, 2020)

Deep Entity Matching with Pre-Trained Language Models. - Yuliang Li 001; Jinfeng Li; Yoshihiko Suhara; AnHai Doan; Wang-Chiew Tan (Proc. VLDB Endow., 2020)

Advice from SIGMOD/PODS 2020. - David Maier 001; Rachel Pottinger; AnHai Doan; Eduard C. Dragut; Bill Howe; Joanne Lateulere; John Lateulere; Mostafa Milani; Tilmann Rabl; Dan Suciu; Yufei Tao 001; Wang-Chiew Tan; et al. (SIGMOD Rec., 2020)

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)

Toward Data Cleaning with a Target Accuracy: A Case Study for Value Normalization. - Adel Ardalan; Derek Paulsen; Amanpreet Singh Saini; Walter Cai; AnHai Doan (IEEE Big Data, 2022)

Cloud Data Systems: What are the Opportunities for the Database Research Community? - Magdalena Balazinska; Surajit Chaudhuri; AnHai Doan; Joseph M. Hellerstein; Hanuma Kodavalla; Ippokratis Pandis; Matei Zaharia (Proc. VLDB Endow., 2022)

Sparkly: A Simple yet Surprisingly Strong TF/IDF Blocker for Entity Matching. - Derek Paulsen; Yash Govind; AnHai Doan (Proc. VLDB Endow., 2023)

Effective entity matching with transformers. - Yuliang Li 001; Jinfeng Li; Yoshi Suhara; AnHai Doan; Wang-Chiew Tan (VLDB J., 2023)

Technical Perspective: Unicorn: A Unified Multi-Tasking Matching Model. - AnHai Doan (SIGMOD Rec., 2024)

Columbo: Expanding Abbreviated Column Names for Tabular Data Using Large Language Models. - Ting Cai; Stephen Sheen; AnHai Doan (CoRR, 2025)