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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

2025

Universal embedding for pre-trained models and data bench

Neurocomputing

Namkyeong Cho, Taewon Cho, Jaesun Shin, Eunjoo Jeon, Taehee Lee

2025

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

2025

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 

2024

Stochastic-Constrained Stochastic Optimization with Markovian Data

Journal of Machine Learning Research

Yeongjong Kim, Dabeen Lee

2024

An adaptive dual-level reinforcement learning approach for optimal trade execution

Expert systems with applications

Soohan Kim, Jimyeong Kim, Hong Kee Sul, Youngjoon Hong

2024

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

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