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List of works by Hyunwoo J Kim

Abundant Inverse Regression using Sufficient Reduction and its Applications

scientific article published on 17 September 2016

Canonical Correlation Analysis on Riemannian Manifolds and Its Applications

scientific article published on 01 January 2014

Efficient Relative Attribute Learning using Graph Neural Networks

scientific article published on 01 September 2018

Graph Transformer Networks ⬇️

scientific article published in January 2019

Graph Transformer Networks: Learning meta-path graphs to improve GNNs

scientific article published in 2022

Hyperbolic Graph Transformer Networks for non-Euclidean Data Analysis on Heterogeneous Graphs

scientific article published in 2021

Interpolation on the manifold of K component GMMs

scientific article

Latent Variable Graphical Model Selection using Harmonic Analysis: Applications to the Human Connectome Project (HCP).

scientific article published on June 2016

Learning Augmentation for GNNs With Consistency Regularization

scientific article published in 2021

Manifold-valued Dirichlet Processes

Maximizing Subset Accuracy with Recurrent Neural Networks in Multi-label Classification ⬇️

scientific article published in January 2017

Multivariate General Linear Models (MGLM) on Riemannian Manifolds with Applications to Statistical Analysis of Diffusion Weighted Images

scientific article

Riemannian Nonlinear Mixed Effects Models: Analyzing Longitudinal Deformations in Neuroimaging

scientific article published in July 2017

Riemannian Variance Filtering: An Independent Filtering Scheme for Statistical Tests on Manifold-valued Data

scientific article published on 01 July 2017

Sampling-free Uncertainty Estimation in Gated Recurrent Units with Applications to Normative Modeling in Neuroimaging

scientific article published on 01 July 2019

Self-supervised Auxiliary Learning with Meta-paths for Heterogeneous Graphs ⬇️

scientific article published in November 2020

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