Anthony K. H. Tung

Orcid: 0000-0001-7300-6196

Affiliations:
  • National University of Singapore (NUS)


According to our database1, Anthony K. H. Tung authored at least 181 papers between 1998 and 2024.

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Bibliography

2024
Managing Metaverse Data Tsunami: Actionable Insights.
IEEE Trans. Knowl. Data Eng., December, 2024

DiversiNews: Enriching News Consumption with Relevant yet Diverse News Articles Retrieval.
Proc. VLDB Endow., August, 2024

TSGAssist: An Interactive Assistant Harnessing LLMs and RAG for Time Series Generation Recommendations and Benchmarking.
Proc. VLDB Endow., August, 2024

From Zero to Hero: Detecting Leaked Data through Synthetic Data Injection and Model Querying.
Proc. VLDB Endow., April, 2024

A General Framework for Producing Interpretable Semantic Text Embeddings.
CoRR, 2024

Towards Controllable Time Series Generation.
CoRR, 2024

Diversity-Aware k-Maximum Inner Product Search Revisited.
CoRR, 2024

Contextualized Speech Recognition: Rethinking Second-Pass Rescoring with Generative Large Language Models.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

EADS: An Early Anomaly Detection System for Sensor-Based Multivariate Time Series.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

2023
TSGBench: Time Series Generation Benchmark.
Proc. VLDB Endow., November, 2023

Modeling Spatial Nonstationarity via Deformable Convolutions for Deep Traffic Flow Prediction.
IEEE Trans. Knowl. Data Eng., March, 2023

ChartNavigator: An Interactive Pattern Identification and Annotation Framework for Charts.
IEEE Trans. Knowl. Data Eng., 2023

A New Sparse Data Clustering Method Based On Frequent Items.
Proc. ACM Manag. Data, 2023

QALinkPlus: Text Enrichment with QA data.
IEEE Data Eng. Bull., 2023

Personal Data for Personal Use: Vision or Reality?
Proceedings of the Companion of the 2023 International Conference on Management of Data, 2023

SQuAD-SRC: A Dataset for Multi-Accent Spoken Reading Comprehension.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

The Metaverse Data Deluge: What Can We Do About It?
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Lightweight-Yet-Efficient: Revitalizing Ball-Tree for Point-to-Hyperplane Nearest Neighbor Search.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

A Stitch in Time Saves Nine: Enabling Early Anomaly Detection with Correlation Analysis.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

SAH: Shifting-Aware Asymmetric Hashing for Reverse k Maximum Inner Product Search.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Superclass-aware network for few-shot learning.
Comput. Vis. Image Underst., 2022

Sense The Physical, Walkthrough The Virtual, Manage The Metaverse: A Data-centric Perspective.
CoRR, 2022

DIOT: Detecting Implicit Obstacles from Trajectories.
Proceedings of the Database Systems for Advanced Applications, 2022

2021
A Generic Distributed Clustering Framework for Massive Data.
CoRR, 2021

Modeling Spatial Nonstationarity via Deformable Convolutions for Deep Traffic Flow Prediction.
CoRR, 2021

Point-to-Hyperplane Nearest Neighbor Search Beyond the Unit Hypersphere.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Context-aware Outstanding Fact Mining from Knowledge Graphs.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

NewsLink: Empowering Intuitive News Search with Knowledge Graphs.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Do Multi-Hop Question Answering Systems Know How to Answer the Single-Hop Sub-Questions?
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

2020
ScatterNet: A Deep Subjective Similarity Model for Visual Analysis of Scatterplots.
IEEE Trans. Vis. Comput. Graph., 2020

Fast and parameter-light rare behavior detection in maritime trajectories.
Inf. Process. Manag., 2020

Robust Federated Recommendation System.
CoRR, 2020

Efficient Radial Pattern Keyword Search on Knowledge Graphs in Parallel.
CoRR, 2020

Locality-Sensitive Hashing Scheme based on Longest Circular Co-Substring.
Proceedings of the 2020 International Conference on Management of Data, 2020

Who You Are Decides How You Tell.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

2019
Detecting adverse drug reactions in discharge summaries of electronic medical records using Readpeer.
Int. J. Medical Informatics, 2019

Sublinear Time Nearest Neighbor Search over Generalized Weighted Space.
Proceedings of the 36th International Conference on Machine Learning, 2019

An Efficient Parallel Keyword Search Engine on Knowledge Graphs.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

kBrowse: kNN Graph Browser.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018
Rule-Based Classification.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

LDSScanner: Exploratory Analysis of Low-Dimensional Structures in High-Dimensional Datasets.
IEEE Trans. Vis. Comput. Graph., 2018

Mining frequent subgraphs from tremendous amount of small graphs using MapReduce.
Knowl. Inf. Syst., 2018

An Optimized Iterative Semantic Compression Algorithm And Parallel Processing for Large Scale Data.
KSII Trans. Internet Inf. Syst., 2018

DIM: a distributed air index based on MapReduce for spatial query processing in road networks.
EURASIP J. Wirel. Commun. Netw., 2018

Accurate and Fast Asymmetric Locality-Sensitive Hashing Scheme for Maximum Inner Product Search.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

A Generic Inverted Index Framework for Similarity Search on the GPU.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Finding Diverse Neighbors in High Dimensional Space.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

2017
ARShop: A Cloud-based Augmented Reality System for Shopping.
Proc. VLDB Endow., 2017

EasySVM: A visual analysis approach for open-box support vector machines.
Comput. Vis. Media, 2017

QALink: Enriching Text Documents with Relevant Q&A Site Contents.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016
Cohort Query Processing.
Proc. VLDB Endow., 2016

Generic Inverted Index on the GPU.
CoRR, 2016

Cohort Query Processing.
CoRR, 2016

LazyLSH: Approximate Nearest Neighbor Search for Multiple Distance Functions with a Single Index.
Proceedings of the 2016 International Conference on Management of Data, 2016

Multi-Domain Manifold Learning for Drug-Target Interaction Prediction.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

2015
INSPIRE: A Framework for Incremental Spatial Prefix Query Relaxation.
IEEE Trans. Knowl. Data Eng., 2015

SMiLer: A Semi-Lazy Time Series Prediction System for Sensors.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

DocRicher: An Automatic Annotation System for Text Documents Using Social Media.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

SINGA: A Distributed Deep Learning Platform.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

PABIRS: A data access middleware for distributed file systems.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

FreeWalker: a smart insole for longitudinal gait analysis.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Special issue on best papers of VLDB 2012.
VLDB J., 2014

K-Anonymity for Crowdsourcing Database.
IEEE Trans. Knowl. Data Eng., 2014

Automatic Itinerary Planning for Traveling Services.
IEEE Trans. Knowl. Data Eng., 2014

Contextual crowd intelligence.
SIGKDD Explor., 2014

MESA: A Map Service to Support Fuzzy Type-ahead Search over Geo-Textual Data.
Proc. VLDB Endow., 2014

A general framework of hierarchical clustering and its applications.
Inf. Sci., 2014

Interactive hierarchical tag clouds for summarizing spatiotemporal social contents.
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

Trendspedia: An Internet observatory for analyzing and visualizing the evolving web.
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

2013
Efficient and Scalable Processing of String Similarity Join.
IEEE Trans. Knowl. Data Eng., 2013

Database research at the National University of Singapore.
SIGMOD Rec., 2013

R2-D2: a System to Support Probabilistic Path Prediction in Dynamic Environments via "Semi-Lazy" Learning.
Proc. VLDB Endow., 2013

Efficient and Effective KNN Sequence Search with Approximate n-grams.
Proc. VLDB Endow., 2013

A "semi-lazy" approach to probabilistic path prediction.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Twitter+: Build personalized newspaper for Twitter.
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Scalable top-k spatial keyword search.
Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013

Efficiently extracting frequent subgraphs using MapReduce.
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

2012
Large Scale Cohesive Subgraphs Discovery for Social Network Visual Analysis.
Proc. VLDB Endow., 2012

Letter from the Associate Editor.
Proc. VLDB Endow., 2012

Letter from the Associate Editors.
Proc. VLDB Endow., 2012

Microeconomic analysis using dominant relationship analysis.
Knowl. Inf. Syst., 2012

Arboricity: An acyclic hypergraph decomposition problem motivated by database theory.
Discret. Appl. Math., 2012

EUDEMON: A System for Online Video Frame Copy Detection by Earth Mover's Distance.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

An Efficient Graph Indexing Method.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Cross Domain Search by Exploiting Wikipedia.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Supporting top-K item exchange recommendations in large online communities.
Proceedings of the 15th International Conference on Extending Database Technology, 2012

Efficient approximation of the maximal preference scores by lightweight cubic views.
Proceedings of the 15th International Conference on Extending Database Technology, 2012

2011
MAP-JOIN-REDUCE: Toward Scalable and Efficient Data Analysis on Large Clusters.
IEEE Trans. Knowl. Data Eng., 2011

What is Unequal among the Equals? Ranking Equivalent Rules from Gene Expression Data.
IEEE Trans. Knowl. Data Eng., 2011

BROAD: Diversified Keyword Search in Databases.
Proc. VLDB Endow., 2011

Schema-as-you-go: on probabilistic tagging and querying of wide tables.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

A cross-service travel engine for trip planning.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

HashFile: An efficient index structure for multimedia data.
Proceedings of the 27th International Conference on Data Engineering, 2011

2010
Understanding the meaning of a shifted sky: a general framework on extending skyline query.
VLDB J., 2010

Efficient and Effective Similarity Search over Probabilistic Data based on Earth Mover's Distance.
Proc. VLDB Endow., 2010

On Triangulation-based Dense Neighborhood Graphs Discovery.
Proc. VLDB Endow., 2010

Call to order: a hierarchical browsing approach to eliciting users' preference.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Multiple feature fusion for social media applications.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Crew: cross-modal resource searching by exploiting wikipedia.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Integrating web 2.0 resources by wikipedia.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Locating mapped resources in Web 2.0.
Proceedings of the 26th International Conference on Data Engineering, 2010

2009
Rule-based Classification.
Proceedings of the Encyclopedia of Database Systems, 2009

Skyframe: a framework for skyline query processing in peer-to-peer systems.
VLDB J., 2009

On domination game analysis for microeconomic data mining.
ACM Trans. Knowl. Discov. Data, 2009

Sense the physical, walkthrough the virtual, manage the co (existing) spaces: a database perspective.
SIGMOD Rec., 2009

Similarity Search on Bregman Divergence: Towards Non-Metric Indexing.
Proc. VLDB Endow., 2009

Comparing Stars: On Approximating Graph Edit Distance.
Proc. VLDB Endow., 2009

Kernel-based skyline cardinality estimation.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

Minimizing the communication cost for continuous skyline maintenance.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

Keyword Search in Spatial Databases: Towards Searching by Document.
Proceedings of the 25th International Conference on Data Engineering, 2009

Finding Time-Lagged 3D Clusters.
Proceedings of the 25th International Conference on Data Engineering, 2009

2008
A new approach to dynamic self-tuning of database buffers.
ACM Trans. Storage, 2008

Continuous k-Means Monitoring over Moving Objects.
IEEE Trans. Knowl. Data Eng., 2008

CSV: visualizing and mining cohesive subgraphs.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

A graph method for keyword-based selection of the top-K databases.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

Categorical skylines for streaming data.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

Estimating local optimums in EM algorithm over Gaussian mixture model.
Proceedings of the Machine Learning, 2008

Skyline-join in distributed databases.
Proceedings of the 24th International Conference on Data Engineering Workshops, 2008

Validating Multi-column Schema Matchings by Type.
Proceedings of the 24th International Conference on Data Engineering, 2008

Querying Complex Spatio-Temporal Sequences in Human Motion Databases.
Proceedings of the 24th International Conference on Data Engineering, 2008

Discovering Spatial Interaction Patterns.
Proceedings of the Database Systems for Advanced Applications, 2008

Uncertain Clustering: Models, Methods and Applications.
Proceedings of the 14th International Conference on Management of Data, 2008

2007
Compressed Hierarchical Mining of Frequent Closed Patterns from Dense Data Sets.
IEEE Trans. Knowl. Data Eng., 2007

On Dominating Your Neighborhood Profitably.
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

On Efficient Processing of Subspace Skyline Queries on High Dimensional Data.
Proceedings of the 19th International Conference on Scientific and Statistical Database Management, 2007

Effective keyword-based selection of relational databases.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

Efficient Skyline Query Processing on Peer-to-Peer Networks.
Proceedings of the 23rd International Conference on Data Engineering, 2007

SpADe: On Shape-based Pattern Detection in Streaming Time Series.
Proceedings of the 23rd International Conference on Data Engineering, 2007

2006
Continuous Skyline Queries for Moving Objects.
IEEE Trans. Knowl. Data Eng., 2006

Impact of double blind reviewing on SIGMOD publication: a more detail analysis.
SIGMOD Rec., 2006

ARCS: an aggregated related column scoring scheme for aligned sequences.
Bioinform., 2006

Scalable Clustering Using Graphics Processors.
Proceedings of the Advances in Web-Age Information Management, 2006

Similarity Search: A Matching Based Approach.
Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

Relaxing Join and Selection Queries.
Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

Mining Frequent Closed Cubes in 3D Datasets.
Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

Mining Frequent 3D Sequential Patterns.
Proceedings of the 18th International Conference on Scientific and Statistical Database Management, 2006

DADA: a data cube for dominant relationship analysis.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006

Finding k-dominant skylines in high dimensional space.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006

Ranking Outliers Using Symmetric Neighborhood Relationship.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

Opportunities for XML Data Mining in Modern Applications, or XML Data Mining: Where Is the Ore?
Proceedings of the Knowledge Discovery from XML Documents, First International Workshop, 2006

On the Lower Bound of Local Optimums in K-Means Algorithm.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Mining Shifting-and-Scaling Co-Regulation Patterns on Gene Expression Profiles.
Proceedings of the 22nd International Conference on Data Engineering, 2006

On High Dimensional Skylines.
Proceedings of the Advances in Database Technology, 2006

Mining Outliers in Spatial Networks.
Proceedings of the Database Systems for Advanced Applications, 2006

2005
Indexing Mixed Types for Approximate Retrieval.
Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005

Similarity Evaluation on Tree-structured Data.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005

CURLER: Finding and Visualizing Nonlinear Correlated Clusters.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005

Mining Top-k Covering Rule Groups for Gene Expression Data.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005

kNR-tree: a novel R-tree-based index for facilitating spatial window queries on any k relations among N spatial relations in mobile environments.
Proceedings of the 6th International Conference on Mobile Data Management (MDM 2005), 2005

Finding Representative Set from Massive Data.
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Data Mining Techniques for Microarray Datasets.
Proceedings of the 21st International Conference on Data Engineering, 2005

Indexing DNA Sequences Using q-Grams.
Proceedings of the Database Systems for Advanced Applications, 2005

Discovering strong skyline points in high dimensional spaces.
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

DSIM: A Distance-Based Indexing Method for Genomic Sequences.
Proceedings of the Fifth IEEE International Symposium on Bioinformatic and Bioengineering (BIBE 2005), 2005

2004
Piers: An Efficient Model for Similarity Search in DNA Sequence Databases.
SIGMOD Rec., 2004

Semantic Mining and Analysis of Gene Expression Data.
Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004

COBBLER: Combining Column and Row Enumeration for Closed Pattern Discovery.
Proceedings of the 16th International Conference on Scientific and Statistical Database Management (SSDBM 2004), 2004

String Join Using Precedence Count Matrix.
Proceedings of the 16th International Conference on Scientific and Statistical Database Management (SSDBM 2004), 2004

FARMER: Finding Interesting Rule Groups in Microarray Datasets.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004

Incremental maintenance of quotient cube for median.
Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004

Mining Frequent Closed Patterns in Microarray Data.
Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

Substructure Clustering on Sequential 3d Object Datasets.
Proceedings of the 20th International Conference on Data Engineering, 2004

LDC: Enabling Search By Partial Distance In A Hyper-Dimensional Space.
Proceedings of the 20th International Conference on Data Engineering, 2004

ItCompress: An Iterative Semantic Compression Algorithm.
Proceedings of the 20th International Conference on Data Engineering, 2004

Go Green: Recycle and Reuse Frequent Patterns.
Proceedings of the 20th International Conference on Data Engineering, 2004

Localized signature table: fast similarity search on transaction data.
Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management, 2004

A Fast Filter for Obstructed Nearest Neighbor Queries.
Proceedings of the Key Technologies for Data Management, 2004

2003
Efficient Mining of Intertransaction Association Rules.
IEEE Trans. Knowl. Data Eng., 2003

The ed-tree: An Index for Large DNA Sequence Databases.
Proceedings of the 15th International Conference on Scientific and Statistical Database Management (SSDBM 2003), 2003

Carpenter: finding closed patterns in long biological datasets.
Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003

Search: Mining Retrieval History for Content-Based Image Retrieval.
Proceedings of the Eighth International Conference on Database Systems for Advanced Applications (DASFAA '03), 2003

2001
Mining top-n local outliers in large databases.
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, 2001

Constraint-based clustering in large databases.
Proceedings of the Database Theory, 2001

Spatial Clustering in the Presence of Obstacles.
Proceedings of the 17th International Conference on Data Engineering, 2001

Fault-Tolerant Frequent Pattern Mining: Problems and Challenges.
Proceedings of the 2001 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, 2001

2000
MOO: A Methodology for Online Optimization through Mining the Offline Optimum
CoRR, 2000

COE: Clustering with Obstacles Entities. A Preliminary Study.
Proceedings of the Knowledge Discovery and Data Mining, 2000

Geo-Spatial Clustering with User-Specified Constraints.
Proceedings of the International Workshop on Multimedia Data Mining, 2000

1999
Breaking the Barrier of Transactions: Mining Inter-Transaction Association Rules.
Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1999

1998
Buffer Management in Distributed Database Systems: A Data Mining Based Approach.
Proceedings of the Advances in Database Technology, 1998

BROOM: Buffer Replacement using Online Optimization by Mining.
Proceedings of the 1998 ACM CIKM International Conference on Information and Knowledge Management, 1998


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