Haesun Park
Orcid: 0000-0001-6259-7170Affiliations:
- Georgia Institute of Technology, Atlanta GA, USA
According to our database1,
Haesun Park
authored at least 170 papers
between 1987 and 2024.
Collaborative distances:
Collaborative distances:
Awards
ACM Fellow
ACM Fellow 2020, "For contributions to numerical algorithms, data analytics, and leadership in computational science and engineering".
IEEE Fellow
IEEE Fellow 2017, "For contributions to large-scale data and visual analytics".
Timeline
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Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on zbmath.org
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on orcid.org
On csauthors.net:
Bibliography
2024
2023
Proceedings of the 37th International Conference on Supercomputing, 2023
Proceedings of the 26th International Conference on Information Fusion, 2023
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
Proceedings of the IEEE International Conference on Big Data, 2023
2022
Proceedings of the IEEE International Conference on Big Data, 2022
2021
IEEE Trans. Vis. Comput. Graph., 2021
ACM Trans. Math. Softw., 2021
An Alternating Rank-<i>k</i> Nonnegative Least Squares Framework (ARkNLS) for Nonnegative Matrix Factorization.
SIAM J. Matrix Anal. Appl., 2021
J. Glob. Optim., 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
An Alternating Rank-K Nonnegative Least Squares Framework (ARkNLS) for Nonnegative Matrix Factorization.
CoRR, 2020
Proceedings of the International Conference for High Performance Computing, 2020
Proceedings of the 27th IEEE International Conference on High Performance Computing, 2020
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020
TASTE: temporal and static tensor factorization for phenotyping electronic health records.
Proceedings of the ACM CHIL '20: ACM Conference on Health, 2020
2019
Hybrid clustering based on content and connection structure using joint nonnegative matrix factorization.
J. Glob. Optim., 2019
Proceedings of the 14th IEEE Conference on Visual Analytics Science and Technology, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
MPI-FAUN: An MPI-Based Framework for Alternating-Updating Nonnegative Matrix Factorization.
IEEE Trans. Knowl. Data Eng., 2018
VisIRR: A Visual Analytics System for Information Retrieval and Recommendation for Large-Scale Document Data.
ACM Trans. Knowl. Discov. Data, 2018
CoRR, 2018
PixelSNE: Pixel-Aligned Stochastic Neighbor Embedding for Efficient 2D Visualization with Screen-Resolution Precision.
Comput. Graph. Forum, 2018
SUSTain: Scalable Unsupervised Scoring for Tensors and its Application to Phenotyping.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
TopicOnTiles: Tile-Based Spatio-Temporal Event Analytics via Exclusive Topic Modeling on Social Media.
Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
AxiSketcher: Interactive Nonlinear Axis Mapping of Visualizations through User Drawings.
IEEE Trans. Vis. Comput. Graph., 2017
DC-NMF: nonnegative matrix factorization based on divide-and-conquer for fast clustering and topic modeling.
J. Glob. Optim., 2017
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017
Event Detection Based on Nonnegative Matrix Factorization: Ceasefire Violation, Environmental, and Malware Events.
Proceedings of the Advances in Human Factors in Cybersecurity, 2017
PIVE: Per-Iteration Visualization Environment for Real-Time Interactions with Dimension Reduction and Clustering.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
IEEE Trans. Vis. Comput. Graph., 2016
PixelSNE: Visualizing Fast with Just Enough Precision via Pixel-Aligned Stochastic Neighbor Embedding.
CoRR, 2016
Proceedings of the 21st ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2016
2015
Hierarchical Clustering of Hyperspectral Images Using Rank-Two Nonnegative Matrix Factorization.
IEEE Trans. Geosci. Remote. Sens., 2015
SymNMF: nonnegative low-rank approximation of a similarity matrix for graph clustering.
J. Glob. Optim., 2015
Doubly supervised embedding based on class labels and intrinsic clusters for high-dimensional data visualization.
Neurocomputing, 2015
Data Min. Knowl. Discov., 2015
Simultaneous Discovery of Common and Discriminative Topics via Joint Nonnegative Matrix Factorization.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015
Double Nyström Method: An Efficient and Accurate Nyström Scheme for Large-Scale Data Sets.
Proceedings of the 32nd International Conference on Machine Learning, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
Proceedings of the Computational Sustainability, 2015
2014
Algorithms for nonnegative matrix and tensor factorizations: a unified view based on block coordinate descent framework.
J. Glob. Optim., 2014
To gather together for a better world: understanding and leveraging communities in micro-lending recommendation.
Proceedings of the 23rd International World Wide Web Conference, 2014
Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014
PIVE: Per-Iteration visualization environment for supporting real-time interactions with computational methods.
Proceedings of the 9th IEEE Conference on Visual Analytics Science and Technology, 2014
VisIRR: Visual analytics for information retrieval and recommendation with large-scale document data.
Proceedings of the 9th IEEE Conference on Visual Analytics Science and Technology, 2014
Proceedings of the 9th IEEE Conference on Visual Analytics Science and Technology, 2014
Proceedings of the International Conference on Computational Science, 2014
2013
Combining Computational Analyses and Interactive Visualization for Document Exploration and Sensemaking in Jigsaw.
IEEE Trans. Vis. Comput. Graph., 2013
UTOPIAN: User-Driven Topic Modeling Based on Interactive Nonnegative Matrix Factorization.
IEEE Trans. Vis. Comput. Graph., 2013
IEEE Computer Graphics and Applications, 2013
An interactive visual testbed system for dimension reduction and clustering of large-scale high-dimensional data.
Proceedings of the Visualization and Data Analysis 2013, 2013
Proceedings of the ACM SIGKDD Workshop on Interactive Data Exploration and Analytics, 2013
Proceedings of the ACM SIGKDD Workshop on Interactive Data Exploration and Analytics, 2013
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Lytic: synthesizing high-dimensional algorithmic analysis with domain-agnostic, faceted visual analytics.
Proceedings of the ACM SIGKDD Workshop on Interactive Data Exploration and Analytics, 2013
Proceedings of the 30th International Conference on Machine Learning, 2013
Proceedings of the 30th International Conference on Machine Learning, 2013
Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013
Regularization Paths for Sparse Nonnegative Least Squares Problems with Applications to Life Cycle Assessment Tree Discovery.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013
Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013
2012
Polynomial-time approximation scheme for minimum connected dominating set under routing cost constraint in wireless sensor networks.
Theor. Comput. Sci., 2012
Comput. Graph. Forum, 2012
Proceedings of the 10th IFAC Symposium on Robot Control, SyRoCo 2012, Dubrovnik, Croatia, 2012
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012
Heterogeneous Data Fusion via Space Alignment Using Nonmetric Multidimensional Scaling.
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012
Proceedings of the 12th IEEE International Conference on Data Mining, 2012
A control loop structure based on semi-nonnegative matrix factorization for input-coupled systems.
Proceedings of the American Control Conference, 2012
Proceedings of the Expanding the Frontiers of Visual Analytics and Visualization, 2012
Proceedings of the High-Performance Scientific Computing - Algorithms and Applications., 2012
2011
SIAM J. Sci. Comput., 2011
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011
Expert Syst. Appl., 2011
Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011
2010
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010
Proceedings of the SIAM International Conference on Data Mining, 2010
Data ingestion and evidence marshalling in Jigsaw VAST 2010 Mini Challenge 1 award: Good support for data ingest.
Proceedings of the 5th IEEE Conference on Visual Analytics Science and Technology, 2010
GeneTracer: Gene sequence analysis of disease mutations VAST 2010 mini challenge 3 award: Excellent process explanation.
Proceedings of the 5th IEEE Conference on Visual Analytics Science and Technology, 2010
iVisClassifier: An interactive visual analytics system for classification based on supervised dimension reduction.
Proceedings of the 5th IEEE Conference on Visual Analytics Science and Technology, 2010
Supervised Raman spectra estimation based on nonnegative rank deficient least squares.
Proceedings of the 13th Conference on Information Fusion, 2010
PTAS for Minimum Connected Dominating Set with Routing Cost Constraint in Wireless Sensor Networks.
Proceedings of the Combinatorial Optimization and Applications, 2010
2009
Inf. Vis., 2009
Proceedings of the SIAM International Conference on Data Mining, 2009
Proceedings of the 4th IEEE Symposium on Visual Analytics Science and Technology, 2009
Proceedings of IEEE International Conference on Communications, 2009
Proceedings of the 12th International Conference on Information Fusion, 2009
2008
Nonnegative Matrix Factorization Based on Alternating Nonnegativity Constrained Least Squares and Active Set Method.
SIAM J. Matrix Anal. Appl., 2008
Pattern Recognit., 2008
Statistical properties analysis of real world tournament selection in genetic algorithms.
Appl. Intell., 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008
2007
Pattern Recognit., 2007
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2007
Extracting unrecognized gene relationships from the biomedical literature via matrix factorizations.
BMC Bioinform., 2007
Sparse non-negative matrix factorizations via alternating non-negativity-constrained least squares for microarray data analysis.
Bioinform., 2007
Proceedings of the Seventh SIAM International Conference on Data Mining, 2007
Cancer Class Discovery Using Non-negative Matrix Factorization Based on Alternating Non-negativity-Constrained Least Squares.
Proceedings of the Bioinformatics Research and Applications, Third International Symposium, 2007
Proceedings of the CEAS 2007, 2007
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2007
Distance Preserving Dimension Reduction Using the QR Factorization or the Cholesky Factorization.
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007
Non-negative Tensor Factorization Based on Alternating Large-scale Non-negativity-constrained Least Squares.
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007
2006
IEEE Trans. Knowl. Data Eng., 2006
IEEE Trans. Knowl. Data Eng., 2006
Solving the small sample size problem in face recognition using generalized discriminant analysis.
Pattern Recognit., 2006
Comput. Stat. Data Anal., 2006
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006
Discriminant analysis using nonnegative matrix factorization for nonparametric multiclass classification.
Proceedings of the 2006 IEEE International Conference on Granular Computing, 2006
2005
IEEE Trans. Knowl. Data Eng., 2005
A Relationship between Linear Discriminant Analysis and the Generalized Minimum Squared Error Solution.
SIAM J. Matrix Anal. Appl., 2005
Nonlinear Discriminant Analysis Using Kernel Functions and the Generalized Singular Value Decomposition.
SIAM J. Matrix Anal. Appl., 2005
Fingerprint classification using fast Fourier transform and nonlinear discriminant analysis.
Pattern Recognit., 2005
J. Mach. Learn. Res., 2005
A three-stage framework for gene expression data analysis by L1-norm support vector regression.
Int. J. Bioinform. Res. Appl., 2005
Missing value estimation for DNA microarray gene expression data: local least squares imputation.
Bioinform., 2005
2004
Pattern Recognit., 2004
An Optimization Criterion for Generalized Discriminant Analysis on Undersampled Problems.
IEEE Trans. Pattern Anal. Mach. Intell., 2004
Generalizing Discriminant Analysis Using the Generalized Singular Value Decomposition.
IEEE Trans. Pattern Anal. Mach. Intell., 2004
Proceedings of the Fourth SIAM International Conference on Data Mining, 2004
Proceedings of the Fourth SIAM International Conference on Data Mining, 2004
Proceedings of the Machine Learning, 2004
Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004
Incremental and Decremental Least Squares Support Vector Machine and Its Application to Drug Design.
Proceedings of the 3rd International IEEE Computer Society Computational Systems Bioinformatics Conference, 2004
Proceedings of the 3rd International IEEE Computer Society Computational Systems Bioinformatics Conference, 2004
2003
Structure Preserving Dimension Reduction for Clustered Text Data Based on the Generalized Singular Value Decomposition.
SIAM J. Matrix Anal. Appl., 2003
J. Glob. Optim., 2003
Exponential Modeling with Unknown Model Order Using Structured Nonlinear Total Least Norm.
Adv. Comput. Math., 2003
A new optimization criterion for generalized discriminant analysis on undersampled problems.
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003
2001
Dimension reduction based on centroids and least squares for efficient processing of text data.
Proceedings of the First SIAM International Conference on Data Mining, 2001
2000
SIAM J. Sci. Comput., 2000
Accurate Solution to Overdetermined Linear Equations with Errors Using L1 Norm Minimization.
Comput. Optim. Appl., 2000
1999
1998
1996
Formulation and solution of structured total least norm problems for parameter estimation.
IEEE Trans. Signal Process., 1996
SIAM J. Matrix Anal. Appl., 1996
1995
Signal Process., 1995
Numer. Linear Algebra Appl., 1995
Proceedings of the 1995 International Conference on Acoustics, 1995
1994
SIAM J. Matrix Anal. Appl., April, 1994
ESPRIT Direction-of-Arrival Estimation in the Presence of Spatially Correlated Noise.
SIAM J. Matrix Anal. Appl., January, 1994
Parallel Comput., 1994
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994
1993
An Algorithm for the Generalized Singular Value Decomposition on Massively Parallel Computers.
J. Parallel Distributed Comput., 1993
Fast QR Decomposition for Weighted Least Squares Problems.
Proceedings of the Sixth SIAM Conference on Parallel Processing for Scientific Computing, 1993
1992
J. Parallel Distributed Comput., 1992
1990
Efficient Implementation of Jacobi Algorithms and Jacobi Sets on Distributed Memory Architectures.
J. Parallel Distributed Comput., 1990
1989
IEEE Trans. Computers, 1989
1988
IEEE Trans. Computers, 1988
J. Parallel Distributed Comput., 1988
1987
On the equivalence and convergence of parallel Jacobi SVD algorithms.
PhD thesis, 1987