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2025
Global existence versus finite time blowup dichotomy for the dispersion managed NLS
Nonlinear Analysis, Theory, Methods and Applications
Mi-Ran Choi, Younghun Hong, Young-Ran Lee
Universal embedding for pre-trained models and data bench
Neurocomputing
Namkyeong Cho, Taewon Cho, Jaesun Shin, Eunjoo Jeon, Taehee Lee
Largest unit rectangles inscribed in a convex polygon
Computational Geometry: Theory and Applications
Jaehoon Chung, Sang Won Bae, Chan-Su Shin, Sang Duk Yoon, Hee-Kap Ahn
Minimum Convex Hull and Maximum Overlap of Two Convex Polytopes
Proceedings of the 2025 Annual ACM-SIAM Symposium on Discrete Algorithms (SODA)
Mook Kwon Jung, Seokyun Kang, Hee-Kap Ahn
2024
Estimating the distribution of parameters in differential equations with repeated cross-sectional data
PLOS Computational Biology
Hyeontae Jo ,Sung Woong Cho, Hyung Ju Hwang
Stochastic-Constrained Stochastic Optimization with Markovian Data
Journal of Machine Learning Research
Yeongjong Kim, Dabeen Lee
An adaptive dual-level reinforcement learning approach for optimal trade execution
Expert systems with applications
Soohan Kim, Jimyeong Kim, Hong Kee Sul, Youngjoon Hong
Solving PDEs on Point Clouds by Physics-Informed Learning with Graph Neural Networks
Frontiers in Artificial Intelligence and Applications
Rakhoon Hwang, Junseung Ryu, Seungtae Park, Hyung Ju Hwang