2017

Won Hwa Kim, Seong Jae Hwang, Nagesh Adluru, Sterling C. Johnson, Vikas Singh, "Graph Completion: A Generalization of Netflix Prize Problem to Designing Cost Effective Neuroimaging Trials in Preclinical AD", Alzheimer's Association International Conference (AAIC), 2017.

Won Hwa Kim, Mona Jalal, Seong Jae Hwang, Sterling C. Johnson, Vikas Singh, "Online Graph Completion: Multivariate Signal Recovery in Computer Vision", Computer Vision and Pattern Recognition (CVPR), 2017.

2016

Won Hwa Kim, Seong Jae Hwang, Nagesh Adluru, Sterling C. Johnson, Vikas Singh, "Adaptive Signal Recovery on Graphs via Harmonic Analysis for Experimental Design in Neuroimaging", European Conference on Computer Vision (ECCV), 2016. [Acceptance rate: 26.6%]
[pdf] [supplementary]

Seong Jae Hwang, Won Hwa Kim, Barbara B. Bendlin, Nagesh Adluru, Vikas Singh, "Multi-Resolution Analysis of DTI-Derived Brain Connectivity and the Influence of PET-Derived Alzheimer's Disease Pathology in a Preclinical Cohort", Alzheimer's Association International Conference (AAIC), 2016. [Oral]

Seong Jae Hwang, Nagesh Adluru, Maxwell D. Collins, Sathya N. Ravi, Barbara B. Bendlin, Sterling C. Johnson, Vikas Singh, "Coupled Harmonic Bases for Longitudinal Characterization of Brain Networks", Computer Vision and Pattern Recognition (CVPR), 2016. [Acceptance rate: 29.9%]
[pdf] [supplementary] [poster] [code will be available here] [project page]

2015

Seong Jae Hwang, Maxwell D. Collins, Sathya N. Ravi, Vamsi K. Ithapu, Nagesh Adluru, Sterling C. Johnson, Vikas Singh, "A Projection free method for Generalized Eigenvalue Problem with a nonsmooth Regularizer", International Conference on Computer Vision (ICCV), 2015. [Acceptance rate: 30.9%]
[pdf] [fixed eq (18),(20)] [supplementary] [poster] [code] [project page] [PubMed]