| Semi-supervised nonnegative matrix factorization H Lee, J Yoo, S Choi IEEE Signal Processing Letters 17 (1), 4-7, 2009 | 248 | 2009 |
| Novel high-κ dielectrics for next-generation electronic devices screened by automated ab initio calculations K Yim, Y Yong, J Lee, K Lee, HH Nahm, J Yoo, C Lee, C Seong Hwang, ... NPG Asia Materials 7 (6), e190-e190, 2015 | 179 | 2015 |
| Orthogonal nonnegative matrix tri-factorization for co-clustering: Multiplicative updates on stiefel manifolds J Yoo, S Choi Information processing & management 46 (5), 559-570, 2010 | 144 | 2010 |
| Orthogonal nonnegative matrix factorization: Multiplicative updates on Stiefel manifolds J Yoo, S Choi Intelligent Data Engineering and Automated Learning–IDEAL 2008: 9th …, 2008 | 83 | 2008 |
| Nonnegative matrix partial co-factorization for drum source separation J Yoo, M Kim, K Kang, S Choi 2010 IEEE International Conference on Acoustics, Speech and Signal …, 2010 | 76 | 2010 |
| Deep-learning-based inverse design model for intelligent discovery of organic molecules K Kim, S Kang, J Yoo, Y Kwon, Y Nam, D Lee, I Kim, YS Choi, Y Jung, ... npj Computational Materials 4 (1), 67, 2018 | 74 | 2018 |
| Nonnegative matrix partial co-factorization for spectral and temporal drum source separation M Kim, J Yoo, K Kang, S Choi IEEE Journal of Selected Topics in Signal Processing 5 (6), 1192-1204, 2011 | 61 | 2011 |
| Principal network analysis: identification of subnetworks representing major dynamics using gene expression data Y Kim, TK Kim, Y Kim, J Yoo, S You, I Lee, G Carlson, L Hood, S Choi, ... Bioinformatics 27 (3), 391-398, 2011 | 61 | 2011 |
| Nonnegative matrix factorization with orthogonality constraints J Yoo, S Choi Journal of computing science and engineering 4 (2), 97-109, 2010 | 53 | 2010 |
| Weighted nonnegative matrix co-tri-factorization for collaborative prediction J Yoo, S Choi Advances in Machine Learning: First Asian Conference on Machine Learning …, 2009 | 50 | 2009 |
| Probabilistic matrix tri-factorization J Yoo, S Choi 2009 IEEE International Conference on Acoustics, Speech and Signal …, 2009 | 42 | 2009 |
| Manifold-respecting discriminant nonnegative matrix factorization S An, J Yoo, S Choi Pattern Recognition Letters 32 (6), 832-837, 2011 | 26 | 2011 |
| Bayesian matrix co-factorization: Variational algorithm and Cramér-Rao bound J Yoo, S Choi Machine Learning and Knowledge Discovery in Databases: European Conference …, 2011 | 21 | 2011 |
| Blind rhythmic source separation: Nonnegativity and repeatability M Kim, J Yoo, K Kang, S Choi 2010 IEEE International Conference on Acoustics, Speech and Signal …, 2010 | 19 | 2010 |
| Matrix co-factorization on compressed sensing J Yoo, S Choi Proceedings of the Twenty-Second international joint conference on …, 2011 | 12 | 2011 |
| Method and system for separating musical sound source MJ Kim, S Choi, J Yoo, K Kang, J Inseon, JW Hong US Patent 8,340,943, 2012 | 10 | 2012 |
| Hierarchical variational Bayesian matrix co-factorization J Yoo, S Choi 2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012 | 9 | 2012 |
| Method and apparatus for separating musical sound source using time and frequency characteristics MJ Kim, IS Jang, KO Kang, SJ Choi, JH Yoo, JW Kim US Patent 8,563,842, 2013 | 4 | 2013 |
| MetaDTA: Meta-learning-based drug-target binding affinity prediction E Lee, J Yoo, H Lee, S Hong ICLR2022 Machine Learning for Drug Discovery, 2022 | 3 | 2022 |
| Matrix Co-Factorization on Compressed Sensing S Choi, J Yoo Twenty-Second International Joint Conference on Artificial Intelligence, 2011 | 1 | 2011 |
