Wook-Shin Han

Proc. VLDB Endow., July, 2024

Cardinality Estimation of Subgraph Matching: A Filtering-Sampling Approach.

[BibT_eX]

[DOI]

Proc. VLDB Endow., March, 2024

DoppelGanger++: Towards Fast Dependency Graph Generation for Database Replay.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, February, 2024

ASM: Harmonizing Autoregressive Model, Sampling, and Multi-dimensional Statistics Merging for Cardinality Estimation.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, February, 2024

In-depth Analysis of Continuous Subgraph Matching in a Common Delta Query Compilation Framework.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, 2024

ASM in Action: Fast and Practical Learned Cardinality Estimation.

[BibT_eX]

[DOI]

Sangoh Lee

Kyoungmin Kim

Proceedings of the Companion of the 2024 International Conference on Management of Data, 2024

Time-Constrained Continuous Subgraph Matching Using Temporal Information for Filtering and Backtracking.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

2023

Special Issue of DASFAA 2023.

[BibT_eX]

[DOI]

Data Sci. Eng., September, 2023

Fast subgraph query processing and subgraph matching via static and dynamic equivalences.

[BibT_eX]

[DOI]

VLDB J., March, 2023

QaaD (Query-as-a-Data): Scalable Execution of Massive Number of Small Queries in Spark.

[BibT_eX]

[DOI]

Yeonsu Park

Byungchul Tak

Proc. ACM Manag. Data, 2023

Guaranteeing the Õ(AGM/OUT) Runtime for Uniform Sampling and OUT Size Estimation over Joins.

[BibT_eX]

[DOI]

CoRR, 2023

Guaranteeing the Õ(AGM/OUT) Runtime for Uniform Sampling and Size Estimation over Joins.

[BibT_eX]

[DOI]

Proceedings of the 42nd ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, 2023

Locality-Aware Generalizable Implicit Neural Representation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Generalizable Implicit Neural Representations via Instance Pattern Composers.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

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

Learned Cardinality Estimation: An In-depth Study.

[BibT_eX]

[DOI]

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

Draft-and-Revise: Effective Image Generation with Contextual RQ-Transformer.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Efficient Graph Isomorphism Query Processing using Degree Sequences and Color-Label Distributions.

[BibT_eX]

[DOI]

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

Autoregressive Image Generation using Residual Quantization.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Contrastive Regularization for Semi-Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

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

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

Symmetric Continuous Subgraph Matching with Bidirectional Dynamic Programming.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

[Technical Report] Combining Sampling and Synopses with Worst-Case Optimal Runtime and Quality Guarantees for Graph Pattern Cardinality Estimation.

[BibT_eX]

[DOI]

CoRR, 2021

iTurboGraph: Scaling and Automating Incremental Graph Analytics.

[BibT_eX]

[DOI]

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

Combining Sampling and Synopses with Worst-Case Optimal Runtime and Quality Guarantees for Graph Pattern Cardinality Estimation.

[BibT_eX]

[DOI]

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

Versatile Equivalences: Speeding up Subgraph Query Processing and Subgraph Matching.

[BibT_eX]

[DOI]

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

Lognroll: discovering accurate log templates by iterative filtering.

[BibT_eX]

[DOI]

Byungchul Tak

Proceedings of the Middleware '21: 22nd International Middleware Conference, Québec City, Canada, December 6, 2021

Scalable Graph Isomorphism: Combining Pairwise Color Refinement and Backtracking via Compressed Candidate Space.

[BibT_eX]

[DOI]

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

Regularizing Attention Networks for Anomaly Detection in Visual Question Answering.

[BibT_eX]

[DOI]

Doyup Lee

Yeongjae Cheon

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

2020

Towards Multi-way Join Aware Optimizer in SAP HANA.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2020

Asymmetric-Partition Replication for Highly Scalable Distributed Transaction Processing in Practice.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2020

Natural language to SQL: Where are we today?

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2020

IDAR: Fast Supergraph Search Using DAG Integration.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2020

G-CARE: A Framework for Performance Benchmarking of Cardinality Estimation Techniques for Subgraph Matching.

[BibT_eX]

[DOI]

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

2019

Fast and Robust Distributed Subgraph Enumeration.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2019

Efficient Subgraph Matching: Harmonizing Dynamic Programming, Adaptive Matching Order, and Failing Set Together.

[BibT_eX]

[DOI]

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

2018

Parallel replication across formats for scaling out mixed OLTP/OLAP workloads in main-memory databases.

[BibT_eX]

[DOI]

VLDB J., 2018

Graph Database Systems: Bridging Theory, Practice, and Engineering (NII Shonan Meeting 2018-10).

[BibT_eX]

[DOI]

Oskar van Rest

George Fletcher

NII Shonan Meet. Rep., 2018

PANDA: A System for Partial Topology-based Search on Large Networks.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2018

TurboGraph++: A Scalable and Fast Graph Analytics System.

[BibT_eX]

[DOI]

Seongyun Ko

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

TurboFlux: A Fast Continuous Subgraph Matching System for Streaming Graph Data.

[BibT_eX]

[DOI]

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

2017

Language integrated queries: towards standard logics for big data analytics (NII Shonan Meeting 2017-6).

[BibT_eX]

[DOI]

Laurent Daynès

George H. L. Fletcher

NII Shonan Meet. Rep., 2017

Parallel Replication across Formats in SAP HANA for Scaling Out Mixed OLTP/OLAP Workloads.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2017

Scalable and parallelizable influence maximization with Random Walk Ranking and Rank Merge Pruning.

[BibT_eX]

[DOI]

Inf. Sci., 2017

Influence maximization based on reachability sketches in dynamic graphs.

[BibT_eX]

[DOI]

Inf. Sci., 2017

PAMAE: Parallel <i>k</i>-Medoids Clustering with High Accuracy and Efficiency.

[BibT_eX]

[DOI]

Hwanjun Song

Jae-Gil Lee

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

2016

Hybrid Garbage Collection for Multi-Version Concurrency Control in SAP HANA.

[BibT_eX]

[DOI]

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

DUALSIM: Parallel Subgraph Enumeration in a Massive Graph on a Single Machine.

[BibT_eX]

[DOI]

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

2015

DB-IR integration using tight-coupling in the Odysseus DBMS.

[BibT_eX]

[DOI]

World Wide Web, 2015

DSP-CC-: I/O Efficient Parallel Computation of Connected Components in Billion-Scale Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

Taming Subgraph Isomorphism for RDF Query Processing.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

Towards intelligent in-vehicle sensor database management systems.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2015

Developing a hybrid dictionary-based bio-entity recognition technique.

[BibT_eX]

[DOI]

Min Song

BMC Medical Informatics Decis. Mak., 2015

An efficient algorithm for updating regular expression indexes in RDF databases.

[BibT_eX]

[DOI]

Int. J. Data Min. Bioinform., 2015

The G* graph database: efficiently managing large distributed dynamic graphs.

[BibT_eX]

[DOI]

Distributed Parallel Databases, 2015

Fast and Robust Parallel SGD Matrix Factorization.

[BibT_eX]

[DOI]

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

2014

iKernel: Exact indexing for support vector machines.

[BibT_eX]

[DOI]

Inf. Sci., 2014

Processing time-dependent shortest path queries without pre-computed speed information on road networks.

[BibT_eX]

[DOI]

Inf. Sci., 2014

Leveraging spatial join for robust tuple extraction from web pages.

[BibT_eX]

[DOI]

Inf. Sci., 2014

OPT: a new framework for overlapped and parallel triangulation in large-scale graphs.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Management of Data, 2014

2013

Partitioned-Tree Nested Loop Join: An Efficient Join for Spatio-Temporal Interval Join.

[BibT_eX]

[DOI]

IEICE Trans. Inf. Syst., 2013

Turbo<sub>iso</sub>: towards ultrafast and robust subgraph isomorphism search in large graph databases.

[BibT_eX]

[DOI]

Jinsoo Lee

Jeong-Hoon Lee

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

TurboGraph: a fast parallel graph engine handling billion-scale graphs in a single PC.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

BoDBES: a boosted dictionary-based biomedical entity spotter.

[BibT_eX]

[DOI]

Min Song

Proceedings of the Proceeding of the 7rd International Workshop on Data and Text Mining in Bioinformatics, 2013

2012

Special issue: best papers of APWeb 2010.

[BibT_eX]

[DOI]

Divesh Srivastava

Ge Yu

World Wide Web, 2012

An In-depth Comparison of Subgraph Isomorphism Algorithms in Graph Databases.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2012

Data Management Challenges and Opportunities in Cloud Computing.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2012

Mapping the field of Bioinformatics with a content and co-authorship analysis.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2012

2011

Combining active learning and semi-supervised learning techniques to extract protein interaction sentences.

[BibT_eX]

[DOI]

Min Song

BMC Bioinform., 2011

Processing SPARQL queries with regular expressions in RDF databases.

[BibT_eX]

[DOI]

BMC Bioinform., 2011

Exact indexing for support vector machines.

[BibT_eX]

[DOI]

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

iGraph in action: performance analysis of disk-based graph indexing techniques.

[BibT_eX]

[DOI]

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

A new approach for processing ranked subsequence matching based on ranked union.

[BibT_eX]

[DOI]

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

Extracting biomedical concepts from fulltext by relative importance in a graph model.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011

2010

XMin: Minimizing Tree Pattern Queries with Minimality Guarantee.

[BibT_eX]

[DOI]

Ki-Hoon Lee

World Wide Web, 2010

Structural consistency: enabling XML keyword search to eliminate spurious results consistently.

[BibT_eX]

[DOI]

VLDB J., 2010

iGraph: A Framework for Comparisons of Disk-Based Graph Indexing Techniques.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2010

Type-level access pattern view: Enhancing prefetching performance using the iterative and recursive patterns.

[BibT_eX]

[DOI]

Inf. Sci., 2010

Tightly-coupled spatial database features in the Odysseus/OpenGIS DBMS for high-performance.

[BibT_eX]

[DOI]

GeoInformatica, 2010

Enabling multi-level relevance feedback on PubMed by integrating rank learning into DBMS.

[BibT_eX]

[DOI]

BMC Bioinform., 2010

On supporting effective web extraction.

[BibT_eX]

[DOI]

Wooseong Kwak

Proceedings of the 26th International Conference on Data Engineering, 2010

2009

Cost-Based Predictive Spatiotemporal Join.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2009

Dependency-aware reordering for parallelizing query optimization in multi-core CPUs.

[BibT_eX]

[DOI]

Jinsoo Lee

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

Efficient feature weighting methods for ranking.

[BibT_eX]

[DOI]

Jinoh Oh

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008

Parallelizing query optimization.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2008

StreamTX: extracting tuples from streaming XML data.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2008

2007

The dynamic predicate: integrating access control with query processing in XML databases.

[BibT_eX]

[DOI]

VLDB J., 2007

Mapping-driven XML transformation.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on World Wide Web, 2007

Ranked Subsequence Matching in Time-Series Databases.

[BibT_eX]

[DOI]

Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

Progressive optimization in a shared-nothing parallel database.

[BibT_eX]

[DOI]

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

A Scalable Pipeline Data Processing Framework Using Database and Visualization Techniques.

[BibT_eX]

[DOI]

Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues, 2007

2006

Transform-Space View: Performing Spatial Join in the Transform Space Using Original-Space Indexes.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2006

Efficient evaluation of linear path expressions on large-scale heterogeneous XML documents using information retrieval techniques.

[BibT_eX]

[DOI]

J. Syst. Softw., 2006

Special issue: Hippocratic XML databases: a model and an access control mechanism.

[BibT_eX]

Comput. Syst. Sci. Eng., 2006

POP/FED: Progressive Query Optimization for Federated Queries in DB2.

[BibT_eX]

[DOI]

Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

CC-GiST: Cache Conscious-Generalized Search Tree for Supporting Various Fast Intelligent Applications.

[BibT_eX]

[DOI]

Won-Sik Kim

Proceedings of the Intelligence and Security Informatics, 2006

Performance Analysis of the Cache Conscious-Generalized Search Tree.

[BibT_eX]

[DOI]

Won-Sik Kim

Proceedings of the Computational Science, 2006

Type-Level Access Pattern View: A Technique for Enhancing Prefetching Performance.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2006

2005

A Formal Framework for Prefetching Based on the Type-Level Access Pattern in Object-Relational DBMSs.

[BibT_eX]

[DOI]

Yang-Sae Moon

IEEE Trans. Knowl. Data Eng., 2005

Adaptive row major order: a new space filling curve for efficient spatial join processing in the transform space.

[BibT_eX]

[DOI]

J. Syst. Softw., 2005

Odysseus: A High-Performance ORDBMS Tightly-Coupled with IR Features.

[BibT_eX]

[DOI]

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

Efficient Evaluation of Partial Match Queries for XML Documents Using Information Retrieval Techniques.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2005

2004

Transformation-based spatial partition join.

[BibT_eX]

Min-Jae Lee

Comput. Syst. Sci. Eng., 2004

An XML Storage System Using Object-Relational DBMSs: Syntax, Semantics, and Implementation.

[BibT_eX]

Proceedings of the International Conference on Information and Knowledge Engineering. IKE'04, 2004

2003

Dynamic Buffer Allocation in Video-on-Demand Systems.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2003

An XML Storage System for Object-Oriented/Object-Relational DBMSs.

[BibT_eX]

[DOI]

Ki-Hoon Lee

Byung Suk Lee

J. Object Technol., 2003

PrefetchGuide: capturing navigational access patterns for prefetching in client/server object-oriented/object-relational DBMSs.

[BibT_eX]

[DOI]

Yang-Sae Moon

Inf. Sci., 2003

2002

The clustering property of corner transformation for spatial database applications.

[BibT_eX]

[DOI]

Inf. Softw. Technol., 2002

General match: a subsequence matching method in time-series databases based on generalized windows.

[BibT_eX]

[DOI]

Yang-Sae Moon