Collective Variable Free Transition Path Sampling with Generative Flow Network. - Kiyoung Seong; Seonghyun Park 004; Seonghwan Kim 004; Woo Youn Kim; Sungsoo Ahn (CoRR, 2024)

Transition Path Sampling with Improved Off-Policy Training of Diffusion Path Samplers. - Kiyoung Seong; Seonghyun Park 004; Seonghwan Kim 004; Woo Youn Kim; Sungsoo Ahn (ICLR, 2025)

On scalable and efficient training of diffusion samplers. - Minkyu Kim; Kiyoung Seong; Dongyeop Woo; Sungsoo Ahn; Minsu Kim (CoRR, 2025)

Energy-based generator matching: A neural sampler for general state space. - Dongyeop Woo; Minsu Kim; Minkyu Kim; Kiyoung Seong; Sungsoo Ahn (CoRR, 2025)

Learning Collective Variables from Time-lagged Generation. - Seonghyun Park 004; Kiyoung Seong; Soojung Yang; Rafael Gómez-Bombarelli; Sungsoo Ahn (CoRR, 2025)