News

2025

• [2025.11.24] In-person talk at the Department of Statistics, Sookmyung Women's University, titled Generative Modeling via Neural OT and WGF.

• [2025.11.18] In-person talk at the Department of AI, Chung-Ang University, titled Generative Modeling via Neural Optimal Transport.

• [2025.10.31] In-person talk at the AI+Math Lab @ Department of Mathematics, Korea University, titled Generative Modeling via Neural OT and WGF.

• [2025.10.22] In-person talk at the 2025 KMS Annual Meeting, titled Resolving Spurious Solutions in Neural Optimal Transport.

• [2025.09] Our two papers were accepted at NeurIPS 2025 Workshops. 

• [2025.08.28] In-person talk at the Basic Sciences Research Institute, Ewha Womans University, titled Generative Modeling via Neural Optimal Transport.

• [2025.07.03] In-person talk at the Center for Advanced Computation, Korea Institute for Advanced Study, titled Understanding Controlled Generation with Diffusion and Flow Matching Models.

• [2025.06.20] In-person talk at the KSS 2025 Summer Conference, titled Generative Modeling via Neural Unbalanced Optimal Transport.

• [2025.05.30-06.01] Organized the workshop CM2LA Seorabeol Research Station: AI for Science and Numerical Analysis.

• [2025.05.29] In-person talk at the 2025 KIAS CAINS Workshop, titled Overcoming Fake Solutions in Semi-Dual Neural Optimal Transport: Overcoming Fake Solutions in Semi-Dual Neural Optimal Transport.

• [2025.05.22] In-person talk at the Department of Biomedical Systems Informatics, Yonsei University, titled Generative Modeling via Neural Optimal Transport.

• [2025.05.17] In-person talk at the 2025 KSIAM Spring Conference, titled Stable Neural Optimal Transport via Displacement Interpolation.

• [2025.05] Our two papers were accepted at ICML. 

• [2025.03.20] In-person talk at the Innovation Center for Industrial Mathematics (ICIM), National Institute for Mathematical Sciences (NIMS), titled Advancing Neural Optimal Transport: Improving Stability and Overcoming Fake Solutions.

• [2025.03] Our paper was accepted at ICLR 2025 Workshop on Deep Generative Model in Machine Learning: Theory, Principle and Efficacy. 

• [2025.03.01] I joined SKKU Statistics as an assistant professor.

• [2025.02.04] Tutorial lecture at the 2025 Diffusion Model Boot Camp, titled Advanced Diffusion Models: From Continuous to Discrete Spaces. 

• [2025.02] I will serve as an Area Chair at NeurIPS 2025.

• [2025.01] Our two papers were accepted at ICLR. 

2024

• [2024.11.21] In-person talk at the Applied Math Colloquium, Department of Mathematics, Konkuk University, titled Generative Modeling through Optimal Transport.

• [2024.11.05] In-person talk at the KIAS Center for AI and Natural Sciences Fall Workshop, titled Improving Neural Optimal Transport via Displacement Interpolation.

• [2024.10] I visited the Georgia Institute of Technology for academic collaboration with Professor Yongxin Chen.

• [2024.09.26] In-person talk at the UNIST Mathematical Sciences Colloquium Fall 2024, titled Generative Modeling through Optimal Transport.

• [2024.09] Our paper was accpet at Pattern Recognition.

• [2024.05.30] In-person talk at the CM2LA Seorabeol Research Station: Workshop in Machine Learning and Numerical Analysis, titled Generative Modeling through Optimal Transport.

• [2024.05.27] I organized and gave an in-person talk at the 2024 KIAS CAINS Workshop, titled Scalable Wasserstein Gradient Flow for Generative Modeling through Unbalanced Optimal Transport.

• [2024.05.17] In-person talk at the 2024 KSIAM Spring Conference, titled  Scalable Wasserstein Gradient Flow for Generative Modeling through Unbalanced Optimal Transport.

• [2024.05] I received the Sejong Science Fellowship from National Research Foundation of Korea.

• [2024.05] Our paper was accept at ICML.

• [2024.04.26] In-person talk at the Workshop on Recent Developments in Scientific Computing, titled Generative Modeling through Optimal Transport.

• [2024.04.20] In-person talk at the 2024 KMS Spring Meeting, entitled Scalable Wasserstein Gradient Flow for Generative Modeling through Unbalanced Optimal Transport.

• [2024.04.02] In-person talk at the Innovation Center for Industrial Mathematics (ICIM), National Institute for Mathematical Sciences (NIMS), titled Generative Modeling through Optimal Transport.

• [2024.03.08] In-person talk at the KAIST Applied and Computational Mathematics Seminar, titled Generative Modeling through Optimal Transport.

• [2024.02.21] In-person talk at the Basic Research Laboratory, University of Seoul, titled Analyzing and Improving Optimal Transport-based Generative Models.

• [2024.01.15] Online talk at the 2024 Winter International Conference on Mathematics and Its Applications, CNU, titled Analyzing and Improving Optimal Transport-based Generative Models.

• [2024.01] Our paper was accepted at ICLR.

2023

• [2023.11.24] In-person talk at the KIAS Center for AI and Natural Sciences Workshop, titled Generative Modeling through Unbalanced Optimal Transport.

• [2023.11.02] Tutorial lecture at the 2023 KIAS-Hanyang AI Summer School, titled Advanced Diffusion Models.

• [2023.10.28] In-person talk at the 2023 KMS Annual Meeting, titled Generative Modeling through the Semi-dual Formulation of Unbalanced Optimal Transport.

• [2023.10.12] In-person talk at the Rookies Pitch, Department of Mathematical Sciences, SNU, titled What are Generative Models?

• [2023.10] Our two paper were accepted at NeurIPS.