no code implementations • 5 Feb 2024 • Hyomin Kim, Yunhui Jang, Jaeho Lee, Sungsoo Ahn
In this paper, we study hybrid neural representations for spherical data, a domain of increasing relevance in scientific research.
1 code implementation • 4 Dec 2023 • Yunhui Jang, Seul Lee, Sungsoo Ahn
Recently, there has been a surge of interest in employing neural networks for graph generation, a fundamental statistical learning problem with critical applications like molecule design and community analysis.
1 code implementation • 30 May 2023 • Yunhui Jang, Dongwoo Kim, Sungsoo Ahn
Generating graphs from a target distribution is a significant challenge across many domains, including drug discovery and social network analysis.