100 citations · 326 across the 8 of their papers we have counts for
3 papers · 1 filter
A Multi-Layout Design for Immersive Visualization of Network Data
David Bauer, Chengbo Zheng, Oh-Hyun Kwon +1
Visualization plays a vital role in making sense of complex network data. Recent studies have shown the potential of using extended reality (XR) for the immersive exploration of ne…
VAC-CNN: A Visual Analytics System for Comparative Studies of Deep Convolutional Neural Networks
Xiwei Xuan, Xiaoyu Zhang, Oh-Hyun Kwon +1
The rapid development of Convolutional Neural Networks (CNNs) in recent years has triggered significant breakthroughs in many machine learning (ML) applications. The ability to und…
A Deep Generative Model for Reordering Adjacency Matrices
Oh-Hyun Kwon, Chiun-How Kao, Chun-houh Chen +1
Depending on the node ordering, an adjacency matrix can highlight distinct characteristics of a graph. Deriving a "proper" node ordering is thus a critical step in visualizing a gr…