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2026
Spectral coefficient learning via operator networks for inverse problems of parametric partial differential equations
Engineering Applications of Artificial Intelligence
Myeong-Su Lee, Taehyun Yun, Youngjoon Hong, Namjung Kim
Largest similar copies of convex polygons in polygonal domains
Theoretical Computer Science
Taekang Eom, Seungjun Lee, Hee-Kap Ahn
PHLP: Sole persistent homology for link prediction - interpretable feature extraction
Neurocomputing
Junwon You, Eunwoo Heo, Jae-Hun Jung
Stellar spectral classification using convolutional neural networks on objective prism plates
Astronomy and Computing
Seungwan Han, Wonseok Kang, Jae-Hun Jung
Learning time-dependent PDE via graph neural networks and deep operator network for robust accuracy on irregular grids
Journal of Computational Physics
Sung Woong Cho;Jae Yong Lee, Hyung Ju Hwang
MBNO: Mamba-based neural operators for solving partial differential equations
Namkyeong Cho, Junseung Ryu, Hyung Ju Hwang
2025
Instance-Dependent Fixed-Budget Pure Exploration in Reinforcement Learning
The Exploration in AI Today Workshop at ICML 2025
Yeongjong Kim, Yeoneung Kim, Kwang-Sung Jun
Farthest-Point Voronoi Diagrams in the Hilbert Metric
Leibniz International Proceedings in Informatics, LIPIcs
Minju Song, Mook Kwon Jung, Hee-Kap Ahn