Haesun Park

ORCID

Publication Activity (10 Years)

Years Active: 1988-2024
Publications (10 Years): 61

Top Venues

Publications

Koby Hayashi, Sinan G. Aksoy, Grey Ballard, Haesun Park
Randomized Algorithms for Symmetric Nonnegative Matrix Factorization. CoRR (2024)
Dongjin Choi, Andy Xiang, Ozgur Ozturk, Deep Shrestha, Barry L. Drake, Hamid Haidarian, Faizan Javed, Haesun Park
Patient Clustering via Integrated Profiling of Clinical and Digital Data. CIKM (2023)
Dongjin Choi, Andy Xiang, Ozgur Ozturk, Deep Shrestha, Barry L. Drake, Hamid Haidarian, Faizan Javed, Haesun Park
WellFactor: Patient Profiling using Integrative Embedding of Healthcare Data. BigData (2023)
Dongjin Choi, Barry L. Drake, Haesun Park
Co-embedding Multi-type Data for Information Fusion and Visual Analytics. FUSION (2023)
Dongjin Choi, Andy Xiang, Ozgur Ozturk, Deep Shrestha, Barry L. Drake, Hamid Haidarian, Faizan Javed, Haesun Park
WellFactor: Patient Profiling using Integrative Embedding of Healthcare Data. CoRR (2023)
Srinivas Eswar, Benjamin Cobb, Koby Hayashi, Ramakrishnan Kannan, Grey Ballard, Richard W. Vuduc, Haesun Park
Distributed-Memory Parallel JointNMF. ICS (2023)
Dongjin Choi, Andy Xiang, Ozgur Ozturk, Deep Shrestha, Barry L. Drake, Hamid Haidarian, Faizan Javed, Haesun Park
Patient Clustering via Integrated Profiling of Clinical and Digital Data. CoRR (2023)
Koby Hayashi, Sinan G. Aksoy, Haesun Park
Skew-Symmetric Adjacency Matrices for Clustering Directed Graphs. Big Data (2022)
Koby Hayashi, Sinan G. Aksoy, Haesun Park
Skew-Symmetric Adjacency Matrices for Clustering Directed Graphs. CoRR (2022)
Hannah Kim, Barry L. Drake, Alex Endert, Haesun Park
ArchiText: Interactive Hierarchical Topic Modeling. IEEE Trans. Vis. Comput. Graph. 27 (9) (2021)
Ardavan Afshar, Kejing Yin, Sherry Yan, Cheng Qian, Joyce C. Ho, Haesun Park, Jimeng Sun
SWIFT: Scalable Wasserstein Factorization for Sparse Nonnegative Tensors. AAAI (2021)
Srinivas Eswar, Ramakrishnan Kannan, Richard W. Vuduc, Haesun Park
ORCA: Outlier detection and Robust Clustering for Attributed graphs. J. Glob. Optim. 81 (4) (2021)
Delin Chu, Weya Shi, Srinivas Eswar, Haesun Park
Nonnegative Least Squares Framework (ARkNLS) for Nonnegative Matrix Factorization. SIAM J. Matrix Anal. Appl. 42 (4) (2021)
Srinivas Eswar, Koby Hayashi, Grey Ballard, Ramakrishnan Kannan, Michael A. Matheson, Haesun Park
PLANC: Parallel Low-rank Approximation with Nonnegativity Constraints. ACM Trans. Math. Softw. 47 (3) (2021)
Koby Hayashi, Sinan G. Aksoy, Cheong Hee Park, Haesun Park
Hypergraph Random Walks, Laplacians, and Clustering. CIKM (2020)
Delin Chu, Wenya Shi, Srinivas Eswar, Haesun Park
An Alternating Rank-K Nonnegative Least Squares Framework (ARkNLS) for Nonnegative Matrix Factorization. CoRR (2020)
Koby Hayashi, Sinan G. Aksoy, Cheong Hee Park, Haesun Park
Hypergraph Random Walks, Laplacians, and Clustering. CoRR (2020)
Srinivas Eswar, Koby Hayashi, Grey Ballard, Ramakrishnan Kannan, Richard W. Vuduc, Haesun Park
Distributed-memory parallel symmetric nonnegative matrix factorization. SC (2020)
Ardavan Afshar, Kejing Yin, Sherry Yan, Cheng Qian, Joyce C. Ho, Haesun Park, Jimeng Sun
SWIFT: Scalable Wasserstein Factorization for Sparse Nonnegative Tensors. CoRR (2020)
Ardavan Afshar, Ioakeim Perros, Haesun Park, Christopher deFilippi, Xiaowei Yan, Walter F. Stewart, Joyce C. Ho, Jimeng Sun
TASTE: temporal and static tensor factorization for phenotyping electronic health records. CHIL (2020)
Lawton Manning, Grey Ballard, Ramakrishnan Kannan, Haesun Park
Parallel Hierarchical Clustering using Rank-Two Nonnegative Matrix Factorization. HiPC (2020)
Joyce Jiyoung Whang, Rundong Du, Sangwon Jung, Geon Lee, Barry L. Drake, Qingqing Liu, Seonggoo Kang, Haesun Park
MEGA: Multi-View Semi-Supervised Clustering of Hypergraphs. Proc. VLDB Endow. 13 (5) (2020)
Hannah Kim, Dongjin Choi, Barry L. Drake, Alex Endert, Haesun Park
TopicSifter: Interactive Search Space Reduction through Targeted Topic Modeling. VAST (2019)
Hannah Kim, Dongjin Choi, Barry L. Drake, Alex Endert, Haesun Park
TopicSifter: Interactive Search Space Reduction Through Targeted Topic Modeling. CoRR (2019)
Hannah Kim, Denys Katerenchuk, Daniel Billet, Jun Huan, Haesun Park, Boyang Li
Understanding Actors and Evaluating Personae with Gaussian Embeddings. AAAI (2019)
Rundong Du, Barry L. Drake, Haesun Park
Hybrid clustering based on content and connection structure using joint nonnegative matrix factorization. J. Glob. Optim. 74 (4) (2019)
Srinivas Eswar, Koby Hayashi, Grey Ballard, Ramakrishnan Kannan, Michael A. Matheson, Haesun Park
PLANC: Parallel Low Rank Approximation with Non-negativity Constraints. CoRR (2019)
Ardavan Afshar, Ioakeim Perros, Haesun Park, Christopher deFilippi, Xiaowei Yan, Walter F. Stewart, Joyce C. Ho, Jimeng Sun
TASTE: Temporal and Static Tensor Factorization for Phenotyping Electronic Health Records. CoRR (2019)
Ioakeim Perros, Evangelos E. Papalexakis, Haesun Park, Richard W. Vuduc, Xiaowei Yan, Christopher deFilippi, Walter F. Stewart, Jimeng Sun
SUSTain: Scalable Unsupervised Scoring for Tensors and its Application to Phenotyping. KDD (2018)
Ramakrishnan Kannan, Grey Ballard, Haesun Park
MPI-FAUN: An MPI-Based Framework for Alternating-Updating Nonnegative Matrix Factorization. IEEE Trans. Knowl. Data Eng. 30 (3) (2018)
Woosang Lim, Rundong Du, Haesun Park
CoDiNMF: Co-Clustering of Directed Graphs via NMF. AAAI (2018)
Minjeong Kim, Minsuk Choi, Sunwoong Lee, Jian Tang, Haesun Park, Jaegul Choo
PixelSNE: Pixel-Aligned Stochastic Neighbor Embedding for Efficient 2D Visualization with Screen-Resolution Precision. Comput. Graph. Forum 37 (3) (2018)
Woosang Lim, Rundong Du, Bo Dai, Kyomin Jung, Le Song, Haesun Park
Multi-scale Nystrom Method. AISTATS (2018)
Jaegul Choo, Hannah Kim, Edward Clarkson, Zhicheng Liu, Changhyun Lee, Fuxin Li, Hanseung Lee, Ramakrishnan Kannan, Charles D. Stolper, John T. Stasko, Haesun Park
VisIRR: A Visual Analytics System for Information Retrieval and Recommendation for Large-Scale Document Data. ACM Trans. Knowl. Discov. Data 12 (1) (2018)
Bo Dong, Matthew M. Lin, Haesun Park
Integer Matrix Approximation and Data Mining. J. Sci. Comput. 75 (1) (2018)
Ioakeim Perros, Evangelos E. Papalexakis, Haesun Park, Richard W. Vuduc, Xiaowei Yan, Christopher deFilippi, Walter F. Stewart, Jimeng Sun
SUSTain: Scalable Unsupervised Scoring for Tensors and its Application to Phenotyping. CoRR (2018)
Hannah Kim, Denys Katerenchuk, Daniel Billet, Haesun Park, Boyang Li
Learning Joint Gaussian Representations for Movies, Actors, and Literary Characters. CoRR (2018)
Minsuk Choi, Dear Sungbok Shin, Jinho Choi, Scott Langevin, Christopher Bethune, Philippe Horne, Nathan Kronenfeld, Ramakrishnan Kannan, Barry L. Drake, Haesun Park, Jaegul Choo
TopicOnTiles: Tile-Based Spatio-Temporal Event Analytics via Exclusive Topic Modeling on Social Media. CHI (2018)
Barry L. Drake, Tiffany Huang, Ashley Beavers, Rundong Du, Haesun Park
Event Detection Based on Nonnegative Matrix Factorization: Ceasefire Violation, Environmental, and Malware Events. AHFE (9) (2017)
Rundong Du, Barry L. Drake, Haesun Park
Hybrid Clustering based on Content and Connection Structure using Joint Nonnegative Matrix Factorization. CoRR (2017)
Hannah Kim, Jaegul Choo, Changhyun Lee, Hanseung Lee, Chandan K. Reddy, Haesun Park
PIVE: Per-Iteration Visualization Environment for Real-Time Interactions with Dimension Reduction and Clustering. AAAI (2017)
Rundong Du, Da Kuang, Barry L. Drake, Haesun Park
DC-NMF: nonnegative matrix factorization based on divide-and-conquer for fast clustering and topic modeling. J. Glob. Optim. 68 (4) (2017)
Ramakrishnan Kannan, Hyenkyun Woo, Charu C. Aggarwal, Haesun Park
Outlier Detection for Text Data. SDM (2017)
Ramakrishnan Kannan, Hyenkyun Woo, Charu C. Aggarwal, Haesun Park
Outlier Detection for Text Data : An Extended Version. CoRR (2017)
Bum Chul Kwon, Hannah Kim, Emily Wall, Jaegul Choo, Haesun Park, Alex Endert
AxiSketcher: Interactive Nonlinear Axis Mapping of Visualizations through User Drawings. IEEE Trans. Vis. Comput. Graph. 23 (1) (2017)
Dear Sungbok Shin, Minsuk Choi, Jinho Choi, Scott Langevin, Christopher Bethune, Philippe Horne, Nathan Kronenfeld, Ramakrishnan Kannan, Barry L. Drake, Haesun Park, Jaegul Choo
STExNMF: Spatio-Temporally Exclusive Topic Discovery for Anomalous Event Detection. ICDM (2017)
Minjeong Kim, Minsuk Choi, Sunwoong Lee, Jian Tang, Haesun Park, Jaegul Choo
PixelSNE: Visualizing Fast with Just Enough Precision via Pixel-Aligned Stochastic Neighbor Embedding. CoRR (2016)
Ramakrishnan Kannan, Grey Ballard, Haesun Park
MPI-FAUN: An MPI-Based Framework for Alternating-Updating Nonnegative Matrix Factorization. CoRR (2016)
Ramakrishnan Kannan, Grey Ballard, Haesun Park
A high-performance parallel algorithm for nonnegative matrix factorization. PPOPP (2016)
Hannah Kim, Jaegul Choo, Haesun Park, Alex Endert
InterAxis: Steering Scatterplot Axes via Observation-Level Interaction. IEEE Trans. Vis. Comput. Graph. 22 (1) (2016)
Ramakrishnan Kannan, Grey Ballard, Haesun Park
A High-Performance Parallel Algorithm for Nonnegative Matrix Factorization. CoRR (2015)
Rundong Du, Zhongming Lu, Arka Pandit, Da Kuang, John Crittenden, Haesun Park
Toward Social Media Opinion Mining for Sustainability Research. AAAI Workshop: Computational Sustainability (2015)
Hannah Kim, Jaegul Choo, Jingu Kim, Chandan K. Reddy, Haesun Park
Simultaneous Discovery of Common and Discriminative Topics via Joint Nonnegative Matrix Factorization. KDD (2015)
Jaegul Choo, Changhyun Lee, Chandan K. Reddy, Haesun Park
Weakly supervised nonnegative matrix factorization for user-driven clustering. Data Min. Knowl. Discov. 29 (6) (2015)
Seungyeon Kim, Joonseok Lee, Guy Lebanon, Haesun Park
Estimating Temporal Dynamics of Human Emotions. AAAI (2015)
Nicolas Gillis, Da Kuang, Haesun Park
Hierarchical Clustering of Hyperspectral Images Using Rank-Two Nonnegative Matrix Factorization. IEEE Trans. Geosci. Remote. Sens. 53 (4) (2015)
Hannah Kim, Jaegul Choo, Chandan K. Reddy, Haesun Park
Doubly supervised embedding based on class labels and intrinsic clusters for high-dimensional data visualization. Neurocomputing 150 (2015)
Woosang Lim, Minhwan Kim, Haesun Park, Kyomin Jung
Double Nyström Method: An Efficient and Accurate Nyström Scheme for Large-Scale Data Sets. ICML (2015)
Seungyeon Kim, Joonseok Lee, Guy Lebanon, Haesun Park
Local Context Sparse Coding. AAAI (2015)
Da Kuang, Sangwoon Yun, Haesun Park
SymNMF: nonnegative low-rank approximation of a similarity matrix for graph clustering. J. Glob. Optim. 62 (3) (2015)
James P. Fairbanks, Ramakrishnan Kannan, Haesun Park, David A. Bader
Behavioral clusters in dynamic graphs. Parallel Comput. 47 (2015)
Seungyeon Kim, Haesun Park, Guy Lebanon
Fast Spammer Detection Using Structural Rank. CoRR (2014)
Richard Fujimoto, Angshuman Guin, Michael Hunter, Haesun Park, Gaurav Kanitkar, Ramakrishnan Kannan, Michael Milholen, Sabra Neal, Philip Pecher
A Dynamic Data Driven Application System for Vehicle Tracking. ICCS (2014)
Jaegul Choo, Yi Han, Mengdie Hu, Hannah Kim, James Nugent, Francesco Poggi, Haesun Park, John T. Stasko
Exploring anomalies in GAStech: VAST 2014 Mini Challenge 1 and 2. IEEE VAST (2014)
Jaegul Choo, Changhyun Lee, Hannah Kim, Hanseung Lee, Zhicheng Liu, Ramakrishnan Kannan, Charles D. Stolper, John T. Stasko, Barry L. Drake, Haesun Park
VisIRR: Visual analytics for information retrieval and recommendation with large-scale document data. IEEE VAST (2014)
Jaegul Choo, Changhyun Lee, Hannah Kim, Hanseung Lee, Chandan K. Reddy, Barry L. Drake, Haesun Park
PIVE: Per-Iteration visualization environment for supporting real-time interactions with computational methods. IEEE VAST (2014)
Jaegul Choo, Daniel Lee, Bistra Dilkina, Hongyuan Zha, Haesun Park
To gather together for a better world: understanding and leveraging communities in micro-lending recommendation. WWW (2014)
Jaegul Choo, Changhyun Lee, Daniel Lee, Hongyuan Zha, Haesun Park
Understanding and promoting micro-finance activities in Kiva.org. WSDM (2014)
Ramakrishnan Kannan, Mariya Ishteva, Haesun Park
Bounded matrix factorization for recommender system. Knowl. Inf. Syst. 39 (3) (2014)
Jingu Kim, Yunlong He, Haesun Park
Algorithms for nonnegative matrix and tensor factorizations: a unified view based on block coordinate descent framework. J. Glob. Optim. 58 (2) (2014)
Jingu Kim, Naren Ramakrishnan, Manish Marwah, Amip Shah, Haesun Park
Regularization Paths for Sparse Nonnegative Least Squares Problems with Applications to Life Cycle Assessment Tree Discovery. ICDM (2013)
Haesun Park
Interactive visual analytics for high dimensional data. IDEA@KDD (2013)
Jaegul Choo, Haesun Park
Customizing Computational Methods for Visual Analytics with Big Data. IEEE Computer Graphics and Applications 33 (4) (2013)
Jaegul Choo, Changhyun Lee, Chandan K. Reddy, Haesun Park
UTOPIAN: User-Driven Topic Modeling Based on Interactive Nonnegative Matrix Factorization. IEEE Trans. Vis. Comput. Graph. 19 (12) (2013)
Edward Clarkson, Jaegul Choo, John Turgeson, Ray Decuir, Haesun Park
Lytic: synthesizing high-dimensional algorithmic analysis with domain-agnostic, faceted visual analytics. IDEA@KDD (2013)
Mariya Ishteva, Haesun Park, Le Song
Unfolding Latent Tree Structures using 4th Order Tensors. ICML (3) (2013)
Nicolas Gillis, Da Kuang, Haesun Park
Hierarchical Clustering of Hyperspectral Images using Rank-Two Nonnegative Matrix Factorization. CoRR (2013)
Changhyun Lee, Wei Zhuo, Jaegul Choo, Duen Horng (Polo) Chau, Haesun Park
Fast interactive visualization for multivariate data exploration. CHI Extended Abstracts (2013)
Jaegul Choo, Hanseung Lee, Zhicheng Liu, John T. Stasko, Haesun Park
An interactive visual testbed system for dimension reduction and clustering of large-scale high-dimensional data. Visualization and Data Analysis (2013)
Le Song, Mariya Ishteva, Ankur P. Parikh, Eric P. Xing, Haesun Park
Hierarchical Tensor Decomposition of Latent Tree Graphical Models. ICML (3) (2013)
Carsten Görg, Zhicheng Liu, Jaeyeon Kihm, Jaegul Choo, Haesun Park, John T. Stasko
Combining Computational Analyses and Interactive Visualization for Document Exploration and Sensemaking in Jigsaw. IEEE Trans. Vis. Comput. Graph. 19 (10) (2013)
Changhyun Lee, Jaegul Choo, Duen Horng (Polo) Chau, Haesun Park
Augmenting MATLAB with semantic objects for an interactive visual environment. IDEA@KDD (2013)
Da Kuang, Haesun Park
Fast rank-2 nonnegative matrix factorization for hierarchical document clustering. KDD (2013)
Changhyun Lee, Jaegul Choo, Duen Horng (Polo) Chau, Haesun Park
Interactive Data Analysis Tool by Augmenting MATLAB with Semantic Objects. ICDM Workshops (2013)
Ryder C. Winck, Jingu Kim, Wayne J. Book, Haesun Park
A control loop structure based on semi-nonnegative matrix factorization for input-coupled systems. ACC (2012)
Ryder C. Winck, Jingu Kim, Wayne J. Book, Haesun Park
Command Generation Techniques for a Pin Array Using the SVD and the SNMF. SyRoCo (2012)
Ramakrishnan Kannan, Mariya Ishteva, Haesun Park
Bounded Matrix Low Rank Approximation. ICDM (2012)
Hanseung Lee, Jaeyeon Kihm, Jaegul Choo, John T. Stasko, Haesun Park
iVisClustering: An Interactive Visual Document Clustering via Topic Modeling. Comput. Graph. Forum 31 (3pt3) (2012)
Jingu Kim, Renato D. C. Monteiro, Haesun Park
Group Sparsity in Nonnegative Matrix Factorization. SDM (2012)
Liangda Li, Guy Lebanon, Haesun Park
Fast bregman divergence NMF using taylor expansion and coordinate descent. KDD (2012)
Mariya Ishteva, Haesun Park, Le Song
Unfolding Latent Tree Structures using 4th Order Tensors CoRR (2012)
Da Kuang, Haesun Park, Chris H. Q. Ding
Symmetric Nonnegative Matrix Factorization for Graph Clustering. SDM (2012)
Hongwei Du, Qiang Ye, Jiaofei Zhong, Yuexuan Wang, Wonjun Lee, Haesun Park
Polynomial-time approximation scheme for minimum connected dominating set under routing cost constraint in wireless sensor networks. Theor. Comput. Sci. 447 (2012)
Yunlong He, Yanjun Qi, Koray Kavukcuoglu, Haesun Park
Learning the Dependency Structure of Latent Factors. NIPS (2012)
Jaegul Choo, Shawn Bohn, Grant Nakamura, Amanda M. White, Haesun Park
Heterogeneous Data Fusion via Space Alignment Using Nonmetric Multidimensional Scaling. SDM (2012)
Wooyoung Kim, Bernard Chen, Jingu Kim, Yi Pan, Haesun Park
Sparse nonnegative matrix factorization for protein sequence motif discovery. Expert Syst. Appl. 38 (10) (2011)
Anoop Korattikara Balan, Levi Boyles, Max Welling, Jingu Kim, Haesun Park
Statistical Optimization of Non-Negative Matrix Factorization. AISTATS (2011)
Yunlong He, Renato D. C. Monteiro, Haesun Park
A Fast Algorithm for Sparse PCA and a New Sparsity Control Criteria. SDM (2011)
Jingu Kim, Haesun Park
Fast Nonnegative Matrix Factorization: An Active-Set-Like Method and Comparisons. SIAM J. Sci. Comput. 33 (6) (2011)
Jaegul Choo, Hanseung Lee, Jaeyeon Kihm, Haesun Park
iVisClassifier: An interactive visual analytics system for classification based on supervised dimension reduction. IEEE VAST (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Haesun Park