Toward Faster Nonnegative Matrix Factorization: A New Algorithm and Comparisons. - Jingu Kim; Haesun Park (ICDM, 2008)

Supervised Raman spectra estimation based on nonnegative rank deficient least squares. - Barry L. Drake; Jingu Kim; Mahendra Mallick; Haesun Park (FUSION, 2010)

Fast Active-set-type Algorithms for L1-regularized Linear Regression. - Jingu Kim; Haesun Park (AISTATS, 2010)

Sparse nonnegative matrix factorization for protein sequence motif discovery. - Wooyoung Kim; Bernard Chen 001; Jingu Kim; Yi Pan 001; Haesun Park (Expert Syst. Appl., 2011)

Statistical Optimization of Non-Negative Matrix Factorization. - Anoop Korattikara Balan; Levi Boyles; Max Welling; Jingu Kim; Haesun Park (AISTATS, 2011)

Fast Nonnegative Matrix Factorization: An Active-Set-Like Method and Comparisons. - Jingu Kim; Haesun Park (SIAM J. Sci. Comput., 2011)

Nonnegative matrix and tensor factorizations, least squares problems, and applications. - Jingu Kim (2011)

Fast Nonnegative Tensor Factorization with an Active-Set-Like Method. - Jingu Kim; Haesun Park (High-Performance Scientific Computing, 2012)

A control loop structure based on semi-nonnegative matrix factorization for input-coupled systems. - Ryder C. Winck; Jingu Kim; Wayne J. Book; Haesun Park (ACC, 2012)

Group Sparsity in Nonnegative Matrix Factorization. - Jingu Kim; Renato D. C. Monteiro; Haesun Park (SDM, 2012)

Command Generation Techniques for a Pin Array Using the SVD and the SNMF. - Ryder C. Winck; Jingu Kim; Wayne J. Book; Haesun Park (SyRoCo, 2012)

Fast Variational Mode-Seeking. - Bo Thiesson; Jingu Kim (AISTATS, 2012)

Regularization Paths for Sparse Nonnegative Least Squares Problems with Applications to Life Cycle Assessment Tree Discovery. - Jingu Kim; Naren Ramakrishnan; Manish Marwah; Amip Shah; Haesun Park (ICDM, 2013)

Conditional Log-linear Models for Mobile Application Usage Prediction. - Jingu Kim; Taneli Mielikäinen (ECML/PKDD (1), 2014)

Algorithms for nonnegative matrix and tensor factorizations: a unified view based on block coordinate descent framework. - Jingu Kim; Yunlong He; Haesun Park (J. Glob. Optim., 2014)

Simultaneous Discovery of Common and Discriminative Topics via Joint Nonnegative Matrix Factorization. - Hannah Kim 001; Jaegul Choo; Jingu Kim; Chandan K. Reddy; Haesun Park (KDD, 2015)

A real-time multi-class multi-object tracker using YOLOv2. - KangUn Jo; JungHyuk Im; Jingu Kim; Dae-Shik Kim (ICSIPA, 2017)

Fairness among New Items in Cold Start Recommender Systems. - Ziwei Zhu 001; Jingu Kim; Trung Nguyen; Aish Fenton; James Caverlee (SIGIR, 2021)

A Study on the Advancement of Intelligent Military Drones: Focusing on Reconnaissance Operations. - Minho Lee; Minwoo Choi; Taehoon Yang; Jingu Kim; Jaeoh Kim; Ojeong Kwon; Namsuk Cho (IEEE Access, 2024)