Seong, Kiyoung

5 publications

ICLR 2026 Learning Collective Variables from BioEmu with Time-Lagged Generation Seonghyun Park, Kiyoung Seong, Soojung Yang, Rafael Gomez-Bombarelli, Sungsoo Ahn

NeurIPS 2025 Energy-Based Generator Matching: A Neural Sampler for General State Space Dongyeop Woo, Minsu Kim, Minkyu Kim, Kiyoung Seong, Sungsoo Ahn

NeurIPS 2025 On Scalable and Efficient Training of Diffusion Samplers Minkyu Kim, Kiyoung Seong, Dongyeop Woo, Sungsoo Ahn, Minsu Kim

ICLR 2025 Transition Path Sampling with Improved Off-Policy Training of Diffusion Path Samplers Kiyoung Seong, Seonghyun Park, Seonghwan Kim, Woo Youn Kim, Sungsoo Ahn

ICMLW 2024 Collective Variable Free Transition Path Sampling with Generative Flow Network Kiyoung Seong, Seonghyun Park, Seonghwan Kim, Woo Youn Kim, Sungsoo Ahn