Xin Dong

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Large Language Models as Zero-shot Dialogue State Tracker through Function Calling.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Editorial: Special Issue for Selected Papers of VLDB 2021.

[BibT_eX]

[DOI]

VLDB J., November, 2023

Generations of Knowledge Graphs: The Crazy Ideas and the Business Impact.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2023

Letter from the Special Issue Editor.

[BibT_eX]

[DOI]

Shane Moon

IEEE Data Eng. Bull., 2023

Head-to-Tail: How Knowledgeable are Large Language Models (LLM)? A.K.A. Will LLMs Replace Knowledge Graphs?

[BibT_eX]

[DOI]

CoRR, 2023

Tutorials at The Web Conference 2023.

[BibT_eX]

[DOI]

Krishnaram Kenthapadi

Behrooz Omidvar-Tehrani

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

Personal Data for Personal Use: Vision or Reality?

[BibT_eX]

[DOI]

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

Towards Next-Generation Intelligent Assistants Leveraging LLM Techniques.

[BibT_eX]

[DOI]

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

Tab-Cleaner: Weakly Supervised Tabular Data Cleaning via Pre-training for E-commerce Catalog.

[BibT_eX]

[DOI]

Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023

2022

ACM WSDM 2022 report.

[BibT_eX]

[DOI]

SIGWEB Newsl., 2022

PGE: Robust Product Graph Embedding Learning for Error Detection.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2022

Knowledge Graphs: Introduction, History and, Perspectives.

[BibT_eX]

[DOI]

Michael R. Genesereth

AI Mag., 2022

OA-Mine: Open-World Attribute Mining for E-Commerce Products with Weak Supervision.

[BibT_eX]

[DOI]

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Publication Culture and Review Processes in the Data Management Community: An Open Discussion.

[BibT_eX]

[DOI]

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

Next-Generation Intelligent Assistants for AR/VR Devices.

[BibT_eX]

Proceedings of the Fourth Knowledge-aware and Conversational Recommender Systems Workshop co-located with 16th ACM Conference on Recommender Systems (RecSys 2022), 2022

2021

VLDB 2021: Designing a Hybrid Conference.

[BibT_eX]

[DOI]

SIGMOD Rec., 2021

Deep Transfer Learning for Multi-source Entity Linkage via Domain Adaptation.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

Front Matter.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases.

[BibT_eX]

[DOI]

Found. Trends Databases, 2021

Minimally-Supervised Structure-Rich Text Categorization via Learning on Text-Rich Networks.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

TCN: Table Convolutional Network for Web Table Interpretation.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

The 1st International Workshop on Machine Reasoning: International Machine Reasoning Conference (MRC 2021).

[BibT_eX]

[DOI]

Proceedings of the WSDM '21, 2021

EX3: Explainable Attribute-aware Item-set Recommendations.

[BibT_eX]

[DOI]

Proceedings of the RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021, 2021

All You Need to Know to Build a Product Knowledge Graph.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

PAM: Understanding Product Images in Cross Product Category Attribute Extraction.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

End-to-End Conversational Search for Online Shopping with Utterance Transfer.

[BibT_eX]

[DOI]

Liqiang Xiao

Jun Ma

Pascual Martínez-Gómez

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

AdaTag: Multi-Attribute Value Extraction from Product Profiles with Adaptive Decoding.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

CoRI: Collective Relation Integration with Data Augmentation for Open Information Extraction.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Winds from Seattle: Database Research Directions.

[BibT_eX]

[DOI]

Joseph M. Hellerstein

Proc. VLDB Endow., 2020

Collective Multi-type Entity Alignment Between Knowledge Graphs.

[BibT_eX]

[DOI]

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

AutoBlock: A Hands-off Blocking Framework for Entity Matching.

[BibT_eX]

[DOI]

Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

Web-scale Knowledge Collection.

[BibT_eX]

[DOI]

Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

Automatic Validation of Textual Attribute Values in E-commerce Catalog by Learning with Limited Labeled Data.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

MultiImport: Inferring Node Importance in a Knowledge Graph from Multiple Input Signals.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Octet: Online Catalog Taxonomy Enrichment with Self-Supervision.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Multi-modal Information Extraction from Text, Semi-structured, and Tabular Data on the Web.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

CorDEL: A Contrastive Deep Learning Approach for Entity Linkage.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

J-Recs: Principled and Scalable Recommendation Justification.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

P-Companion: A Principled Framework for Diversified Complementary Product Recommendation.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Ceres: Harvesting Knowledge from the Semi-structured Web.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Contrastive Entity Linkage: Mining Variational Attributes from Large Catalogs for Entity Linkage.

[BibT_eX]

[DOI]

Proceedings of the Conference on Automated Knowledge Base Construction, 2020

ZeroShotCeres: Zero-Shot Relation Extraction from Semi-Structured Webpages.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

TXtract: Taxonomy-Aware Knowledge Extraction for Thousands of Product Categories.

[BibT_eX]

[DOI]

Giannis Karamanolakis

Jun Ma

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

The Seattle Report on Database Research.

[BibT_eX]

[DOI]

SIGMOD Rec., 2019

Efficient Knowledge Graph Accuracy Evaluation.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2019

OpenKI: Integrating Open Information Extraction and Knowledge Bases with Relation Inference.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

OpenCeres: When Open Information Extraction Meets the Semi-Structured Web.

[BibT_eX]

[DOI]

Colin Lockard

Prashant Shiralkar

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Estimating Node Importance in Knowledge Graphs Using Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

MIDAS: Finding the Right Web Sources to Fill Knowledge Gaps.

[BibT_eX]

[DOI]

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

Building a Broad Knowledge Graph for Products.

[BibT_eX]

[DOI]

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

2018

XML Indexing.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Entity Resolution.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Data Fusion.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Managing Data Integration Uncertainty.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Mining Summaries for Knowledge Graph Search.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

CERES: Distantly Supervised Relation Extraction from the Semi-Structured Web.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2018

Data Integration and Machine Learning: A Natural Synergy.

[BibT_eX]

[DOI]

Luna Dong

Theodoros Rekatsinas

Proc. VLDB Endow., 2018

Big Data Integration for Product Specifications.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2018

Lessons Learned and Research Agenda for Big Data Integration of Product Specifications.

[BibT_eX]

[DOI]

Proceedings of the 26th Italian Symposium on Advanced Database Systems, 2018

OpenTag: Open Attribute Value Extraction from Product Profiles.

[BibT_eX]

[DOI]

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

Challenges and Innovations in Building a Product Knowledge Graph.

[BibT_eX]

[DOI]

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

Challenges and innovations in building a product knowledge graph: extended abstract.

[BibT_eX]

[DOI]

Proceedings of the 1st ACM SIGMOD Joint International Workshop on Graph Data Management Experiences & Systems (GRADES) and Network Data Analytics (NDA), 2018

LinkNBed: Multi-Graph Representation Learning with Entity Linkage.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

Data Quality: The Role of Empiricism.

[BibT_eX]

[DOI]

SIGMOD Rec., 2017

Knowledge Verification for LongTail Verticals.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2017

Discovering Multiple Truths with a Hybrid Model.

[BibT_eX]

[DOI]

CoRR, 2017

2016

A Time Machine for Information: Looking Back to Look Forward.

[BibT_eX]

[DOI]

Anastasios Kementsietsidis

Wang-Chiew Tan

SIGMOD Rec., 2016

Leave No Valuable Data Behind: The Crazy Ideas and the Business.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2016

Editorial: Special Issue on Web Data Quality.

[BibT_eX]

[DOI]

ACM J. Data Inf. Qual., 2016

SourceSight: Enabling Effective Source Selection.

[BibT_eX]

[DOI]

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

Mining Summaries for Knowledge Graph Search.

[BibT_eX]

[DOI]

Qi Song

Yinghui Wu

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

2015

Big Data Integration

[BibT_eX]

[DOI]

Synthesis Lectures on Data Management, Morgan & Claypool Publishers, ISBN: 978-3-031-01853-4, 2015

Error Diagnosis and Data Profiling with Data X-Ray.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

DEXTER: Large-Scale Discovery and Extraction of Product Specifications on the Web.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

Keys for Graphs.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

A Time Machine for Information: Looking Back to Look Forward.

[BibT_eX]

[DOI]

Wang-Chiew Tan

Proc. VLDB Endow., 2015

Knowledge-Based Trust: Estimating the Trustworthiness of Web Sources.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

Robust Group Linkage.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on World Wide Web, 2015

The elephant in the room: getting value from Big Data.

[BibT_eX]

[DOI]

Proceedings of the 18th International Workshop on Web and Databases, 2015

Data X-Ray: A Diagnostic Tool for Data Errors.

[BibT_eX]

[DOI]

Xiaolan Wang

Alexandra Meliou

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

Knowledge Curation and Knowledge Fusion: Challenges, Models and Applications.

[BibT_eX]

[DOI]

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

TimeMachine: Timeline Generation for Knowledge-Base Entities.

[BibT_eX]

[DOI]

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Scaling up copy detection.

[BibT_eX]

[DOI]

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

Finding Quality in Quantity: The Challenge of Discovering Valuable Sources for Integration.

[BibT_eX]

[DOI]

Proceedings of the Seventh Biennial Conference on Innovative Data Systems Research, 2015

2014

Incremental Record Linkage.

[BibT_eX]

[DOI]

Anja Gruenheid

Proc. VLDB Endow., 2014

From Data Fusion to Knowledge Fusion.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2014

Characterizing and selecting fresh data sources.

[BibT_eX]

[DOI]

Theodoros Rekatsinas

Proceedings of the International Conference on Management of Data, 2014

Fusing data with correlations.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Management of Data, 2014

Knowledge vault: a web-scale approach to probabilistic knowledge fusion.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

2013

Online Ordering of Overlapping Data Sources.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2013

Big Data Integration.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2013

Compact explanation of data fusion decisions.

[BibT_eX]

[DOI]

Proceedings of the 22nd International World Wide Web Conference, 2013

Data Fusion: Resolving Conflicts from Multiple Sources.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management - 14th International Conference, 2013

SIGMOD 2013 new researcher symposium.

[BibT_eX]

[DOI]

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

Data Fusion: Resolving Conflicts from Multiple Sources.

[BibT_eX]

[DOI]

Proceedings of the Handbook of Data Quality, Research and Practice., 2013

2012

10th international workshop on quality in databases: QDB 2012.

[BibT_eX]

[DOI]

Eduard Constantin Dragut

SIGMOD Rec., 2012

Chronos: Facilitating History Discovery by Linking Temporal Records.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2012

Truth Finding on the Deep Web: Is the Problem Solved?

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2012

Less is More: Selecting Sources Wisely for Integration.

[BibT_eX]

[DOI]

Barna Saha

Proc. VLDB Endow., 2012

Detecting Clones, Copying and Reuse on the Web.

[BibT_eX]

[DOI]

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

Detecting Clones, Copying and Reuse on the Web (DASFAA 2012 Tutorial).

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2012

2011

Online Data Fusion.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2011

Linking Temporal Records.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2011

Letter from the Special Issue Editors.

[BibT_eX]

[DOI]

Wang Chiew Tan

IEEE Data Eng. Bull., 2011

Large-scale copy detection.

[BibT_eX]

[DOI]

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

We challenge you to certify your updates.

[BibT_eX]

[DOI]

Su Chen

Laks V. S. Lakshmanan

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

Data integration with dependent sources.

[BibT_eX]

[DOI]

Proceedings of the EDBT 2011, 2011

Solomon: seeking the truth via copying detection.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Workshop on Business intelligencE and the WEB, 2011

Uncertainty in Data Integration and Dataspace Support Platforms.

[BibT_eX]

[DOI]

Proceedings of the Schema Matching and Mapping, 2011

2010

13th international workshop on the web and databases: WebDB 2010.

[BibT_eX]

[DOI]

SIGMOD Rec., 2010

Record Linkage with Uniqueness Constraints and Erroneous Values.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2010

SOLOMON: Seeking the Truth Via Copying Detection.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2010

Global Detection of Complex Copying Relationships Between Sources.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2010

2009

XML Indexing.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, 2009

Data integration with uncertainty.

[BibT_eX]

[DOI]

Cong Yu

VLDB J., 2009

Data fusion - Resolving Data Conflicts for Integration.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2009

Truth Discovery and Copying Detection in a Dynamic World.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2009

Integrating Conflicting Data: The Role of Source Dependence.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2009

Functional Dependency Generation and Applications in Pay-As-You-Go Data Integration Systems.

[BibT_eX]

[DOI]

Proceedings of the 12th International Workshop on the Web and Databases, 2009

Sailing the Information Ocean with Awareness of Currents: Discovery and Application of Source Dependence.

[BibT_eX]

[DOI]

Proceedings of the Fourth Biennial Conference on Innovative Data Systems Research, 2009

Data Modeling in Dataspace Support Platforms.

[BibT_eX]

[DOI]

Proceedings of the Conceptual Modeling: Foundations and Applications, 2009

2008

Bootstrapping pay-as-you-go data integration systems.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

2007

Visualization of Heterogeneous Data.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2007

Indexing dataspaces.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

Web-Scale Data Integration: You can afford to Pay as You Go.

[BibT_eX]

[DOI]

Proceedings of the Third Biennial Conference on Innovative Data Systems Research, 2007

2006

Structured Data Meets the Web: A Few Observations.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2006

Answering Structured Queries on Unstructured Data.

[BibT_eX]

[DOI]

Jing Liu

Proceedings of the Ninth International Workshop on the Web and Databases, 2006

2005

Malleable Schemas: A Preliminary Report.

[BibT_eX]

Proceedings of the Eight International Workshop on the Web & Databases (WebDB 2005), 2005

Reference Reconciliation in Complex Information Spaces.

[BibT_eX]

[DOI]

Jayant Madhavan

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005

Personal information management with SEMEX.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005

A Platform for Personal Information Management and Integration.

[BibT_eX]

[DOI]

Proceedings of the Second Biennial Conference on Innovative Data Systems Research, 2005

2004

Mining structures for semantics.

[BibT_eX]

[DOI]

Jayant Madhavan

SIGKDD Explor., 2004

Containment of Nested XML Queries.

[BibT_eX]

[DOI]