Byron Choi

Commun. ACM, July, 2023

Efficient and Optimal Algorithms for Tree Summarization With Weighted Terminologies.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., March, 2023

A Framework for Privacy Preserving Localized Graph Pattern Query Processing.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, 2023

Efficient Approximate Nearest Neighbor Search in Multi-dimensional Databases.

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[DOI]

Proc. ACM Manag. Data, 2023

Theories and Principles Matter: Towards Visually Appealing and Effective Abstraction of Property Graph Queries.

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[DOI]

Proc. ACM Manag. Data, 2023

DKWS: A Distributed System for Keyword Search on Massive Graphs (Complete Version).

[BibT_eX]

[DOI]

CoRR, 2023

Large-scale Geospatial Analytics: Problems, Challenges, and Opportunities.

[BibT_eX]

[DOI]

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

Kernel Density Visualization for Big Geospatial Data: Algorithms and Applications.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Conference on Mobile Data Management, 2023

SVP-T: A Shape-Level Variable-Position Transformer for Multivariate Time Series Classification.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

GFocus: User Focus-Based Graph Query Autocompletion.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Index-Based Intimate-Core Community Search in Large Weighted Graphs.

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[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Efficient Shapelet Discovery for Time Series Classification.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

SENSOR: Data-driven Construction of Sketch-based Visual Query Interfaces for Time Series Data.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2022

Distributed D-core Decomposition over Large Directed Graphs.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2022

Fast Network K-function-based Spatial Analysis.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2022

LIBKDV: A Versatile Kernel Density Visualization Library for Geospatial Analytics.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2022

FLAG: Towards Graph Query Autocompletion for Large Graphs.

[BibT_eX]

[DOI]

Data Sci. Eng., 2022

AUTOSHAPE: An Autoencoder-Shapelet Approach for Time Series Clustering.

[BibT_eX]

[DOI]

CoRR, 2022

PLAYPEN: Plug-and-Play Visual Graph Query Interfaces for Top-down and Bottom-Up Search on Large Networks.

[BibT_eX]

[DOI]

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

SLAM: Efficient Sweep Line Algorithms for Kernel Density Visualization.

[BibT_eX]

[DOI]

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

Data-driven Visual Query Interfaces for Graphs: Past, Present, and (Near) Future.

[BibT_eX]

[DOI]

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

LAN: Learning-based Approximate k-Nearest Neighbor Search in Graph Databases.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

IPS: Instance Profile for Shapelet Discovery for Time Series Classification.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

2021

A Generic Ontology Framework for Indexing Keyword Search on Massive Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Budget Constrained Interactive Search for Multiple Targets.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

Towards Plug-and-Play Visual Graph Query Interfaces: Data-driven Canned Pattern Selection for Large Networks.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

SWS: A Complexity-Optimized Solution for Spatial-Temporal Kernel Density Visualization.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

SAFE: A Share-and-Aggregate Bandwidth Exploration Framework for Kernel Density Visualization.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

VColor*: a practical approach for coloring large graphs.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2021

Graph Learning for Combinatorial Optimization: A Survey of State-of-the-Art.

[BibT_eX]

[DOI]

Data Sci. Eng., 2021

MIDAS: Towards Efficient and Effective Maintenance of Canned Patterns in Visual Graph Query Interfaces.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Graph Edit Distance Learning via Modeling Optimum Matchings with Constraints.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Authenticated Keyword Search in Scalable Hybrid-Storage Blockchains.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Privacy Preserving Strong Simulation Queries on Large Graphs.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Efficient Shapelet Discovery for Time Series Classification (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

A Generic Ontology Framework for Indexing Keyword Search on Massive Graphs (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

ShapeNet: A Shapelet-Neural Network Approach for Multivariate Time Series Classification.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

FERRARI: an efficient framework for visual exploratory subgraph search in graph databases.

[BibT_eX]

[DOI]

VLDB J., 2020

HDAG-Explorer: A System for Hierarchical DAG Summarization and Exploration.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2020

Graph Embedding for Combinatorial Optimization: A Survey.

[BibT_eX]

[DOI]

CoRR, 2020

Ontology-based Graph Visualization for Summarized View.

[BibT_eX]

[DOI]

CoRR, 2020

BOOMER: A Tool for Blending Visual P-Homomorphic Queries on Large Networks.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Conference on Management of Data, 2020

AURORA: Data-driven Construction of Visual Graph Query Interfaces for Graph Databases.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Conference on Management of Data, 2020

PPKWS: An Efficient Framework for Keyword Search on Public-Private Networks.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Top-k Graph Summarization on Hierarchical DAGs.

[BibT_eX]

[DOI]

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

Visualet: Visualizing Shapelets for Time Series Classification.

[BibT_eX]

[DOI]

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

2019

Visual Graph Querying.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Big Data Technologies., 2019

CATAPULT: Data-driven Selection of Canned Patterns for Efficient Visual Graph Query Formulation.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Management of Data, 2019

GEM^2-Tree: A Gas-Efficient Structure for Authenticated Range Queries in Blockchain.

[BibT_eX]

[DOI]

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

Keyword-Centric Community Search.

[BibT_eX]

[DOI]

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

An Indexing Framework for Efficient Visual Exploratory Subgraph Search in Graph Databases.

[BibT_eX]

[DOI]

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

FGreat: Focused Graph Query Autocompletion.

[BibT_eX]

[DOI]

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

GScan: Exploiting Sequential Scans for Subgraph Matching.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2019

2018

Human Interaction with Graphs: A Visual Querying Perspective

[BibT_eX]

[DOI]

Chengkai Li

Synthesis Lectures on Data Management, Morgan & Claypool Publishers, ISBN: 978-3-031-01861-9, 2018

BOOMER: Blending Visual Formulation and Processing of P -Homomorphic Queries on Large Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Conference on Management of Data, 2018

Distributed kNN Query Authentication.

[BibT_eX]

[DOI]

Cheng Xu

Proceedings of the 19th IEEE International Conference on Mobile Data Management, 2018

PP-DBLP: Modeling and Generating Attributed Public-Private Networks with DBLP.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

Answering the Why-Not Questions of Graph Query Autocompletion.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2018

2017

Assuring Spatio-Temporal Integrity on Mobile Devices with Minimum Location Disclosure.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2017

Human-Powered Data Cleaning for Probabilistic Reachability Queries on Uncertain Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

VISUAL: Simulation of Visual Subgraph Query Formulation to Enable Automated Performance Benchmarking.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

PICASSO: Exploratory Search of Connected Subgraph Substructures in Graph Databases.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2017

Graph Querying Meets HCI: State of the Art and Future Directions.

[BibT_eX]

[DOI]

Chengkai Li

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

Ontology-based Graph Visualization for Summarized View.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016

AutoG: A Visual Query Autocompletion Framework for Graph Databases.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2016

Data-driven Visual Graph Query Interface Construction and Maintenance: Challenges and Opportunities.

[BibT_eX]

[DOI]

Curtis E. Dyreson

Proc. VLDB Endow., 2016

VColor: A practical vertex-cut based approach for coloring large graphs.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Privacy-Preserving Reachability Query Services for Massive Networks.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015

Authentication of Moving Top-k Spatial Keyword Queries.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

Authenticated Subgraph Similarity Searchin Outsourced Graph Databases.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

Geo-Social K-Cover Group Queries for Collaborative Spatial Computing.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

PCMLogging: Optimizing Transaction Logging and Recovery Performance with PCM.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

Structure-Preserving Subgraph Query Services.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

DaVinci: Data-driven visual interface construction for subgraph search in graph databases.

[BibT_eX]

[DOI]

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

PIGEON: Progress indicator for subgraph queries.

[BibT_eX]

[DOI]

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

Asymmetric structure-preserving subgraph queries for large graphs.

[BibT_eX]

[DOI]

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

ViSual: An HCI-inspired simulator for blending visual subgraph query construction and processing.

[BibT_eX]

[DOI]

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

Interruption-Sensitive Empty Result Feedback: Rethinking the Visual Query Feedback Paradigm for Semistructured Data.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014

MyBenchmark: generating databases for query workloads.

[BibT_eX]

[DOI]

VLDB J., 2014

QUBLE: towards blending interactive visual subgraph search queries on large networks.

[BibT_eX]

[DOI]

VLDB J., 2014

Towards Efficient Authenticated Subgraph Query Service in Outsourced Graph Databases.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2014

Side-Effect Estimation: A Filtering Approach to the View Update Problem.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

A private DNA motif finding algorithm.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2014

Spatial-aware interest group queries in location-based social networks.

[BibT_eX]

[DOI]

Data Knowl. Eng., 2014

Social-Aware Top-k Spatial Keyword Search.

[BibT_eX]

[DOI]

Proceedings of the IEEE 15th International Conference on Mobile Data Management, 2014

Private search on key-value stores with hierarchical indexes.

[BibT_eX]

[DOI]

Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

Privacy-Preserving Reachability Query Services.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2014

Network Performance Aware Graph Partitioning for Large Graph Processing Systems in the Cloud.

[BibT_eX]

[DOI]

Proceedings of the Large Scale and Big Data - Processing and Management., 2014

2013

Incremental Maintenance of the Minimum Bisimulation of Cyclic Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2013

Optimizing Nonindexed Join Processing in Flash Storage-Based Systems.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2013

QUBLE: blending visual subgraph query formulation with query processing on large networks.

[BibT_eX]

[DOI]

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

Spectral Decomposition for Optimal Graph Index Prediction.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

Private proximity detection and monitoring with vicinity regions.

[BibT_eX]

[DOI]

Proceedings of the 12th International ACM Workshop on Data Engineering for Wireless and Mobile Access, 2013

VOGUE: Towards A Visual Interaction-aware Graph Query Processing Framework.

[BibT_eX]

[DOI]

Shuigeng Zhou

Proceedings of the Sixth Biennial Conference on Innovative Data Systems Research, 2013

2012

Flag Commit: Supporting Efficient Transaction Recovery in Flash-Based DBMSs.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2012

PRAGUE: Towards Blending Practical Visual Subgraph Query Formulation and Query Processing.

[BibT_eX]

[DOI]

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

Improving large graph processing on partitioned graphs in the cloud.

[BibT_eX]

[DOI]

Proceedings of the ACM Symposium on Cloud Computing, SOCC '12, 2012

2011

Detecting spam blogs from blog search results.

[BibT_eX]

[DOI]

Linhong Zhu

Aixin Sun

Inf. Process. Manag., 2011

GBLENDER: visual subgraph query formulation meets query processing.

[BibT_eX]

[DOI]

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

Selectivity estimation of twig queries on cyclic graphs.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Data Engineering, 2011

Processing private queries over untrusted data cloud through privacy homomorphism.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Data Engineering, 2011

Optimizing Incremental Maintenance of Minimal Bisimulation of Cyclic Graphs.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2011

PCMLogging: reducing transaction logging overhead with PCM.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Predicting the optimal ad-hoc index for reachability queries on graph databases.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010

Incremental Maintenance of 2-Hop Labeling of Large Graphs.

[BibT_eX]

[DOI]

Ramadhana Bramandia

Wee Keong Ng

IEEE Trans. Knowl. Data Eng., 2010

GBLENDER: towards blending visual query formulation and query processing in graph databases.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Hiding Emerging Patterns with Local Recoding Generalization.

[BibT_eX]

[DOI]

Michael W. K. Cheng

William Kwok-Wai Cheung

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

Data Engineering in Graph Databases.

[BibT_eX]

[DOI]

Haibo Hu

William Kwok-Wai Cheung

Chun-hung Li

Jiming Liu

Proceedings of the Computer and Information Sciences, 2010

DigestJoin: Expediting Joins on Solid-State Drives.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2010

StableBuffer: optimizing write performance for DBMS applications on flash devices.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009

Optimizing updates of recursive XML views of relations.

[BibT_eX]

[DOI]

VLDB J., 2009

DigestJoin: Exploiting Fast Random Reads for Flash-Based Joins.

[BibT_eX]

[DOI]

Proceedings of the MDM 2009, 2009

A Uniform Framework for Ad-Hoc Indexes to Answer Reachability Queries on Large Graphs.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2009

2008

Updating Recursive XML Views of Relations.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2008

On incremental maintenance of 2-hop labeling of graphs.

[BibT_eX]

[DOI]

Ramadhana Bramandia

Wee Keong Ng

Proceedings of the 17th International Conference on World Wide Web, 2008

Multiple Materialized View Selection for XPath Query Rewriting.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Data Engineering, 2008

Online spam-blog detection through blog search.

[BibT_eX]

[DOI]

Linhong Zhu

Aixin Sun

Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

2007

Adaptive Index Utilization in Memory-Resident Structural Joins.

[BibT_eX]

[DOI]

Bingsheng He

Qiong Luo

IEEE Trans. Knowl. Data Eng., 2007

Efficient Support for Ordered XPath Processing in Tree-Unaware Commercial Relational Databases.

[BibT_eX]

[DOI]

Boon-Siew Seah

Klarinda G. Widjanarko

Erwin Leonardi

Proceedings of the Advances in Databases: Concepts, 2007

2006

Cache-Conscious Automata for XML Filtering.

[BibT_eX]

[DOI]

Bingsheng He

Qiong Luo

IEEE Trans. Knowl. Data Eng., 2006

A Quantitative Summary of XML Structures.

[BibT_eX]

[DOI]

Zi Lin

Bingsheng He

Proceedings of the Conceptual Modeling, 2006

Document Decomposition for XML Compression: A Heuristic Approach.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2006

2005

Vectorizing and Querying Large XML Repositories.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Data Engineering, 2005

2004

A Uniform System for Publishing and Maintaining XML Data.

[BibT_eX]

[DOI]

Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004

Incremental Evaluation of Schema-Directed XML Publishing.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004

2003

Implementing Xquery 1.0: The Galax Experience.

[BibT_eX]

[DOI]

Proceedings of 29th International Conference on Very Large Data Bases, 2003

On the Optimality of Holistic Algorithms for Twig Queries.

[BibT_eX]

[DOI]

Malika Mahoui

Derick Wood

Proceedings of the Database and Expert Systems Applications, 14th International Conference, 2003

2002

What are real DTDs like?

[BibT_eX]

[DOI]