Yi Chen

Orcid: 0000-0003-3669-1643

Affiliations:
  • New Jersey Institute of Technology, Martin Tuchman School of Management, Newark, NJ, USA
  • Arizona State University, Department of Computer Science and Engineering, Tempe, AZ, USA
  • University of Pennsylvania, Department of Computer and Information Science, Philadelphia, PA, USA (PhD 2005)


According to our database1, Yi Chen authored at least 103 papers between 2002 and 2023.

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Timeline

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Bibliography

2023
Personalized Dynamic Counter Ad-Blocking Using Deep Learning.
IEEE Trans. Knowl. Data Eng., August, 2023

Reserve Price optimization in First-Price Auctions via Multi-Task Learning.
Proceedings of the IEEE International Conference on Data Mining, 2023

2022
DI++: A deep learning system for patient condition identification in clinical notes.
Artif. Intell. Medicine, 2022

2021
FGLP: A Federated Fine-Grained Location Prediction System for Mobile Users.
CoRR, 2021

Federated Meta-Location Learning for Fine-Grained Location Prediction.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020
Topical classification of domain names based on subword embeddings.
Electron. Commer. Res. Appl., 2020

To be Tough or Soft: Measuring the Impact of Counter-Ad-blocking Strategies on User Engagement.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Cellular Network Traffic Prediction Incorporating Handover: A Graph Convolutional Approach.
Proceedings of the 17th Annual IEEE International Conference on Sensing, 2020

User and Context Integrated Experience Mining in Online Health Communities.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

A Topic and Concept Integrated Model for Thread Recommendation in Online Health Communities.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Privacy-Aware Federated Learning for Page Recommendation.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Patient ADE Risk Prediction through Hierarchical Time-Aware Neural Network Using Claim Codes.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

CBEx: A Hybrid Approach for Cancer Biomarker Extraction.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2019
Webpage Depth Viewability Prediction Using Deep Sequential Neural Networks.
IEEE Trans. Knowl. Data Eng., 2019

Thread Structure Learning on Online Health Forums With Partially Labeled Data.
IEEE Trans. Comput. Soc. Syst., 2019

Reserve Price Failure Rate Prediction with Header Bidding in Display Advertising.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Analyzing Patient Decision Making in Online Health Communities.
Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019

Ad Blocking Whitelist Prediction for Online Publishers.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
Predictive models and analysis for webpage depth-level dwell time.
J. Assoc. Inf. Sci. Technol., 2018

Patient-centered and experience-aware mining for effective adverse drug reaction discovery in online health forums.
J. Assoc. Inf. Sci. Technol., 2018

A session-specific opportunity cost model for rank-oriented recommendation.
J. Assoc. Inf. Sci. Technol., 2018

Patient Disease Identification in Clinical Notes.
Proceedings of the IEEE International Conference on Healthcare Informatics, 2018

2017
Probabilistic Models for Ad Viewability Prediction on the Web.
IEEE Trans. Knowl. Data Eng., 2017

Keyword Search on Temporal Graphs.
IEEE Trans. Knowl. Data Eng., 2017

Constructing target-aware results for keyword search on knowledge graphs.
Data Knowl. Eng., 2017

Ad Blocking and Counter-Ad Blocking: Analysis of Online Ad Blocker Usage.
Proceedings of the 23rd Americas Conference on Information Systems, 2017

2016
Personalized Influential Topic Search via Social Network Summarization.
IEEE Trans. Knowl. Data Eng., 2016

BayesWipe: A Scalable Probabilistic Framework for Improving Data Quality.
ACM J. Data Inf. Qual., 2016

Webpage Depth-level Dwell Time Prediction.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015
Front Matter.
Proc. VLDB Endow., 2015

BayesWipe: A Scalable Probabilistic Framework for Cleaning BigData.
CoRR, 2015

Context-Aware Experience Extraction from Online Health Forums.
Proceedings of the 2015 International Conference on Healthcare Informatics, 2015

Revenue-Optimized Webpage Recommendation.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Ranking Friendly Result Composition for XML Keyword Search.
Proceedings of the Conceptual Modeling - 34th International Conference, 2015

Viewability Prediction for Online Display Ads.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Scalable Query Optimization for Efficient Data Processing Using MapReduce.
Proceedings of the 2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27, 2015

2014
BayesWipe: A multimodal system for data cleaning and consistent query answering on structured bigdata.
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

Connecting the Dots: Knowledge Discovery in Online Healthcare Forums.
Proceedings of the Sixteenth International Conference on Electronic Commerce, 2014

2013
Patient-Centered Information Extraction for Effective Search on Healthcare Forum.
Proceedings of the Social Computing, Behavioral-Cultural Modeling and Prediction, 2013

Learning thread reply structure on patient forums.
Proceedings of the 2013 International Workshop on Data Management & Analytics for Healthcare, 2013

Patient-centric, multi-role, and multi-dimension information exploration on online healthcare forums.
Proceedings of the Sixth Workshop on Ph.D. Students in Information and Knowledge Management, 2013

2012
Exploiting and Maintaining Materialized Views for XML Keyword Queries.
ACM Trans. Internet Techn., 2012

Differentiating search results on structured data.
ACM Trans. Database Syst., 2012

Incremental Information Extraction Using Relational Databases.
IEEE Trans. Knowl. Data Eng., 2012

Efficient Iceberg Query Evaluation Using Compressed Bitmap Index.
IEEE Trans. Knowl. Data Eng., 2012

Mining influential bloggers: From general to domain specific, from explicit to implicit.
Int. J. Knowl. Based Intell. Eng. Syst., 2012

Bayesian Data Cleaning for Web Data
CoRR, 2012

2011
Processing keyword search on XML: a survey.
World Wide Web, 2011

Generating sound workflow views for correct provenance analysis.
ACM Trans. Database Syst., 2011

Guest Editors Introduction: Special Section on Keyword Search on Structured Data.
IEEE Trans. Knowl. Data Eng., 2011

Query Expansion Based on Clustered Results.
Proc. VLDB Endow., 2011

On provenance and privacy.
Proceedings of the Database Theory, 2011

Keyword-based search and exploration on databases.
Proceedings of the 27th International Conference on Data Engineering, 2011

Efficient and scalable data evolution with column oriented databases.
Proceedings of the EDBT 2011, 2011

Searching, Analyzing and Exploring Databases.
Proceedings of the Database Systems for Advanced Applications, 2011

Enabling Privacy in Provenance-Aware Workflow Systems.
Proceedings of the Fifth Biennial Conference on Innovative Data Systems Research, 2011

2010
Improving XML search by generating and utilizing informative result snippets.
ACM Trans. Database Syst., 2010

Return specification inference and result clustering for keyword search on XML.
ACM Trans. Database Syst., 2010

Searching Workflows with Hierarchical Views.
Proc. VLDB Endow., 2010

XSACT: A Comparison Tool for Structured Search Results.
Proc. VLDB Endow., 2010

CODS: Evolving Data Efficiently and Scalably in Column Oriented Databases.
Proc. VLDB Endow., 2010

A bi-labeling based XPath processing system.
Inf. Syst., 2010

Query Results Ready, Now What?
IEEE Data Eng. Bull., 2010

Generative models for ticket resolution in expert networks.
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

GenerIE: Information extraction using database queries.
Proceedings of the 26th International Conference on Data Engineering, 2010

TargetSearch: A ranking friendly XML keyword search engine.
Proceedings of the 26th International Conference on Data Engineering, 2010

MASS: a multi-facet domain-specific influential blogger mining system.
Proceedings of the 26th International Conference on Data Engineering, 2010

Content-Aware Resolution Sequence Mining for Ticket Routing.
Proceedings of the Business Process Management - 8th International Conference, 2010

Assessing Expertise Awareness in Resolution Networks.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2010

2009
Query processing over incomplete autonomous databases: query rewriting using learned data dependencies.
VLDB J., 2009

WOLVES: Achieving Correct Provenance Analysis by Detecting and Resolving Unsound Workflow Views.
Proc. VLDB Endow., 2009

Structured Search Result Differentiation.
Proc. VLDB Endow., 2009

Efficiently discovering critical workflows in scientific explorations.
Future Gener. Comput. Syst., 2009

Challenges, Techniques and Directions in Building XSeek: an XML Search Engine.
IEEE Data Eng. Bull., 2009

Detecting and resolving unsound workflow views for correct provenance analysis.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

Keyword search on structured and semi-structured data.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

On User Views in Scientific Workflow Systems.
Proceedings of the First International Workshop on the role of Semantic Web in Provenance Management (SWPM 2009), 2009

Mining Influential Bloggers: From General to Domain Specific.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2009

WISE: A Workflow Information Search Engine.
Proceedings of the 25th International Conference on Data Engineering, 2009

2008
EasyTicket: a ticket routing recommendation engine for enterprise problem resolution.
Proc. VLDB Endow., 2008

Reasoning and identifying relevant matches for XML keyword search.
Proc. VLDB Endow., 2008

eXtract: a snippet generation system for XML search.
Proc. VLDB Endow., 2008

Query biased snippet generation in XML search.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

Efficient ticket routing by resolution sequence mining.
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Answering Keyword Queries on XML Using Materialized Views.
Proceedings of the 24th International Conference on Data Engineering, 2008

2007
Query Processing over Incomplete Autonomous Databases.
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

XSeek: A Semantic XML Search Engine Using Keywords.
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

Identifying meaningful return information for XML keyword search.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

Approximate Structural Matching over Ordered XML Documents.
Proceedings of the Eleventh International Database Engineering and Applications Symposium (IDEAS 2007), 2007

QPIAD: Query Processing over Incomplete Autonomous Databases.
Proceedings of the 23rd International Conference on Data Engineering, 2007

QUIC: A System for Handling Imprecision & Incompleteness in Autonomous Databases (Demo).
Proceedings of the Third Biennial Conference on Innovative Data Systems Research, 2007

Storing and Discovering Critical Workflows from Log in Scientific Exploration.
Proceedings of the 2007 IEEE International Conference on Services Computing, 2007

2006
Modeling and Storing Scientific Protocols.
Proceedings of the On the Move to Meaningful Internet Systems 2006: OTM 2006 Workshops, 2006

An Efficient XPath Query Processor for XML Streams.
Proceedings of the 22nd International Conference on Data Engineering, 2006

Designing and Evaluating an XPath Dialect for Linguistic Queries.
Proceedings of the 22nd International Conference on Data Engineering, 2006

PEPX: a query-friendly probabilistic XML database.
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

2005
ViteX: A Streaming XPath Processing System.
Proceedings of the 21st International Conference on Data Engineering, 2005

2004
BLAS: An Efficient XPath Processing System.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004

L-Tree: A Dynamic Labeling Structure for Ordered XML Data.
Proceedings of the Current Trends in Database Technology - EDBT 2004 Workshops, 2004

EXPedite: a system for encoded XML processing.
Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management, 2004

2003
RRXF: Redundancy reducing XML storage in relations.
Proceedings of 29th International Conference on Very Large Data Bases, 2003

2002
Constraints preserving schema mapping from XML to relations.
Proceedings of the Fifth International Workshop on the Web and Databases, 2002

XKvalidator: a constraint validator for XML.
Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, 2002


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