Jun Yang

Orcid: 0000-0003-0604-6790

Affiliations:
  • Duke University, Durham, NC, USA


According to our database1, Jun Yang authored at least 115 papers between 1996 and 2024.

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Bibliography

2024
How Database Theory Helps Teach Relational Queries in Database Education (Invited Talk).
Proceedings of the 27th International Conference on Database Theory, 2024

Computing Data Distribution from Query Selectivities.
Proceedings of the 27th International Conference on Database Theory, 2024

2023
Front Matter.
Proc. VLDB Endow., 2023

Characterizing and Verifying Queries Via CINSGEN.
Proceedings of the Companion of the 2023 International Conference on Management of Data, 2023

Interface Design for Crowdsourcing Hierarchical Multi-Label Text Annotations.
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

2022
Front Matter.
Proc. VLDB Endow., 2022

Letter from the Special Issue Editor.
IEEE Data Eng. Bull., 2022

Computing Complex Temporal Join Queries Efficiently.
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Selectivity Functions of Range Queries are Learnable.
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Understanding Queries by Conditional Instances.
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

I-Rex: An Interactive Relational Query Debugger for SQL.
Proceedings of the SIGCSE 2022: The 53rd ACM Technical Symposium on Computer Science Education, 2022

2021
Letter from the Special Issue Editor.
IEEE Data Eng. Bull., 2021

Efficiently Answering Durability Prediction Queries.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Durable Top-K Instant-Stamped Temporal Records with User-Specified Scoring Functions.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Dynamic Enumeration of Similarity Joins.
Proceedings of the 48th International Colloquium on Automata, Languages, and Programming, 2021

2020
I-Rex: An Interactive Relational Query Explainer for SQL.
Proc. VLDB Endow., 2020

2019
Data Management in Machine Learning Systems
Synthesis Lectures on Data Management, Morgan & Claypool Publishers, ISBN: 978-3-031-01869-5, 2019

Learning to Sample: Counting with Complex Queries.
Proc. VLDB Endow., 2019

Selecting Data to Clean for Fact Checking: Minimizing Uncertainty vs. Maximizing Surprise.
Proc. VLDB Endow., 2019

Efficient Knowledge Graph Accuracy Evaluation.
Proc. VLDB Endow., 2019

Introduction to the Special Issue on Combating Digital Misinformation and Disinformation.
ACM J. Data Inf. Qual., 2019

Special Issue of DASFAA 2019.
Data Sci. Eng., 2019

RATest: Explaining Wrong Relational Queries Using Small Examples.
Proceedings of the 2019 International Conference on Management of Data, 2019

Explaining Wrong Queries Using Small Examples.
Proceedings of the 2019 International Conference on Management of Data, 2019

2018
Data Aggregation in Sensor Networks.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Interactive Summarization and Exploration of Top Aggregate Query Answers.
Proc. VLDB Endow., 2018

Durable Top-k Queries on Temporal Data.
Proc. VLDB Endow., 2018

Query Perturbation Analysis: An Adventure of Database Researchers in Fact-Checking.
IEEE Data Eng. Bull., 2018

QAGView: Interactively Summarizing High-Valued Aggregate Query Answers.
Proceedings of the 2018 International Conference on Management of Data, 2018

2017
Computational Fact Checking through Query Perturbations.
ACM Trans. Database Syst., 2017

Finding Diverse, High-Value Representatives on a Surface of Answers.
Proc. VLDB Endow., 2017

Cümülön-D: Data Analytics in a Dynamic Spot Market.
Proc. VLDB Endow., 2017

Optimizing Iceberg Queries with Complex Joins.
Proceedings of the 2017 ACM International Conference on Management of Data, 2017

Data Management in Machine Learning: Challenges, Techniques, and Systems.
Proceedings of the 2017 ACM International Conference on Management of Data, 2017

On Log-Structured Merge for Solid-State Drives.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

2016
Top-k Preferences in High Dimensions.
IEEE Trans. Knowl. Data Eng., 2016

Perturbation Analysis of Database Queries.
Proc. VLDB Endow., 2016

2015
A Study of Optimal Component Order in a General 1-Out-of-n Warm Standby System.
IEEE Trans. Reliab., 2015

Efficient Evaluation of Object-Centric Exploration Queries for Visualization.
Proc. VLDB Endow., 2015

Cumulon: Matrix-Based Data Analytics in the Cloud with Spot Instances.
Proc. VLDB Endow., 2015

2014
Toward Computational Fact-Checking.
Proc. VLDB Endow., 2014

Data In, Fact Out: Automated Monitoring of Facts by FactWatcher.
Proc. VLDB Endow., 2014

Cumulon: Cloud-Based Statistical Analysis from Users Perspective.
IEEE Data Eng. Bull., 2014

iCheck: computationally combating "lies, d-ned lies, and statistics".
Proceedings of the International Conference on Management of Data, 2014

Incremental discovery of prominent situational facts.
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

2013
Failure-Aware Cascaded Suppression in Wireless Sensor Networks.
IEEE Trans. Knowl. Data Eng., 2013

Permuting Data on Random-Access Block Storage.
Proc. VLDB Endow., 2013

Front Matter.
Proc. VLDB Endow., 2013

Big and Useful: What's in the Data for Me?.
Proc. VLDB Endow., 2013

Efficient external memory structures for range-aggregate queries.
Comput. Geom., 2013

Cumulon: optimizing statistical data analysis in the cloud.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

2012
Subscriber Assignment for Wide-Area Content-Based Publish/Subscribe.
IEEE Trans. Knowl. Data Eng., 2012

Optimizing I/O for Big Array Analytics.
Proc. VLDB Endow., 2012

Materialized Views.
Found. Trends Databases, 2012

Processing a large number of continuous preference top-<i>k</i> queries.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

On "one of the few" objects.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Processing and Notifying Range Top-k Subscriptions.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

A practical concurrent index for solid-state drives.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011
Storing Matrices on Disk: Theory and Practice Revisited.
Proc. VLDB Endow., 2011

Computational Journalism: A Call to Arms to Database Researchers.
Proceedings of the Fifth Biennial Conference on Innovative Data Systems Research, 2011

2010
Tree Indexing on Solid State Drives.
Proc. VLDB Endow., 2010

I/O-efficient statistical computing with RIOT.
Proceedings of the 26th International Conference on Data Engineering, 2010

2009
Data Aggregation in Sensor Networks.
Proceedings of the Encyclopedia of Database Systems, 2009

Input-sensitive scalable continuous join query processing.
ACM Trans. Database Syst., 2009

Optimizing complex extraction programs over evolving text data.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

Weighted Proximity Best-Joins for Information Retrieval.
Proceedings of the 25th International Conference on Data Engineering, 2009

RIOT: I/O-Efficient Numerical Computing without SQL.
Proceedings of the Fourth Biennial Conference on Innovative Data Systems Research, 2009

2008
End-to-end support for joins in large-scale publish/subscribe systems.
Proc. VLDB Endow., 2008

ProSem: scalable wide-area publish/subscribe.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

A Sampling-Based Approach to Information Recovery.
Proceedings of the 24th International Conference on Data Engineering, 2008

Efficient Information Extraction over Evolving Text Data.
Proceedings of the 24th International Conference on Data Engineering, 2008

2007
A Survey of Join Processing in Data Streams.
Proceedings of the Data Streams - Models and Algorithms, 2007

Report on the Fourth International Workshop on Data Management for Sensor Networks (DMSN 2007).
SIGMOD Rec., 2007

Making Sense of Suppressions and Failures in Sensor Data: A Bayesian Approach.
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

Value-Based Notification Conditions in Large-Scale Publish/Subscribe Systems.
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

BLINKS: ranked keyword searches on graphs.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

Query suspend and resume.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

Many-to-Many Aggregation for Sensor Networks.
Proceedings of the 23rd International Conference on Data Engineering, 2007

On Suspending and Resuming Dataflows.
Proceedings of the 23rd International Conference on Data Engineering, 2007

From Data Reverence to Data Relevance: Model-Mediated Wireless Sensing of the Physical Environment.
Proceedings of the Computational Science, 2007

Data-Driven Processing in Sensor Networks.
Proceedings of the Third Biennial Conference on Innovative Data Systems Research, 2007

2006
Scalable Continuous Query Processing by Tracking Hotspots.
Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

Energy-efficient monitoring of extreme values in sensor networks.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006

Constraint chaining: on energy-efficient continuous monitoring in sensor networks.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006

On the database/network interface in large-scale publish/subscribe systems.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006

Dual Labeling: Answering Graph Reachability Queries in Constant Time.
Proceedings of the 22nd International Conference on Data Engineering, 2006

Energy-Efficient Continuous Isoline Queries in Sensor Networks.
Proceedings of the 22nd International Conference on Data Engineering, 2006

A Sampling-Based Approach to Optimizing Top-k Queries in Sensor Networks.
Proceedings of the 22nd International Conference on Data Engineering, 2006

Model-Driven Dynamic Control of Embedded Wireless Sensor Networks.
Proceedings of the Computational Science, 2006

Distributed Network Querying with Bounded Approximate Caching.
Proceedings of the Database Systems for Advanced Applications, 2006

2005
Reminiscences on influential papers.
SIGMOD Rec., 2005

On Joining and Caching Stochastic Streams.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005

Monitoring Continuous Band-Join Queries over Dynamic Data.
Proceedings of the Algorithms and Computation, 16th International Symposium, 2005

BOXes: Efficient Maintenance of Order-Based Labeling for Dynamic XML Data.
Proceedings of the 21st International Conference on Data Engineering, 2005

Asymmetric Batch Incremental View Maintenance.
Proceedings of the 21st International Conference on Data Engineering, 2005

Online View Maintenance Under a Response-Time Constraint.
Proceedings of the Algorithms, 2005

Compact reachability labeling for graph-structured data.
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

2004
Incremental Maintenance of XML Structural Indexes.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004

AUTOBIB: Automatic Extraction of Bibliographic Information on the Web.
Proceedings of the 8th International Database Engineering and Applications Symposium (IDEAS 2004), 2004

NEXSORT: Sorting XML in External Memory.
Proceedings of the 20th International Conference on Data Engineering, 2004

Multiresolution Indexing of XML for Frequent Queries.
Proceedings of the 20th International Conference on Data Engineering, 2004

2003
Incremental computation and maintenance of temporal aggregates.
VLDB J., 2003

Recent Progress on Selected Topics in Database Research - A Report by Nine Young Chinese Researchers Working in the United States.
J. Comput. Sci. Technol., 2003

TupleRank and Implicit Relationship Discovery in Relational Databases.
Proceedings of the Advances in Web-Age Information Management, 2003

Efficient Maintenance of Materialized Top-k Views.
Proceedings of the 19th International Conference on Data Engineering, 2003

I/O-Efficient Structures for Orthogonal Range-Max and Stabbing-Max Queries.
Proceedings of the Algorithms, 2003

2001
Temporal data warehousing.
PhD thesis, 2001

2000
Performance Issues in Incremental Warehouse Maintenance.
Proceedings of the VLDB 2000, 2000

TIP: A Temporal Extension to Informix.
Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, 2000

Temporal View Self-Maintenance.
Proceedings of the Advances in Database Technology, 2000

1998
Expiring Data in a Warehouse.
Proceedings of the VLDB'98, 1998

Maintaining Temporal Views over Non-Temporal Information Sources for Data Warehousing.
Proceedings of the Advances in Database Technology, 1998

1997
Optimizing Queries Across Diverse Data Sources.
Proceedings of the VLDB'97, 1997

1996
An Optimizer for Heterogeneous Systems with NonStandard Data and Search Capabilities.
IEEE Data Eng. Bull., 1996

Performance Modeling and Composition: A Case Study in Cell Simulation.
Proceedings of IPPS '96, 1996


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