Kiyoung Seong

According to our database, Kiyoung Seong authored at least 5 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Learning Collective Variables from Time-lagged Generation.

Seonghyun Park, Kiyoung Seong, Soojung Yang, Rafael Gómez-Bombarelli, Sungsoo Ahn

CoRR, July, 2025

Energy-based generator matching: A neural sampler for general state space.

Dongyeop Woo, Minsu Kim, Minkyu Kim, Kiyoung Seong, Sungsoo Ahn

CoRR, May, 2025

On scalable and efficient training of diffusion samplers.

Minkyu Kim, Kiyoung Seong, Dongyeop Woo, Sungsoo Ahn, Minsu Kim

CoRR, May, 2025

Transition Path Sampling with Improved Off-Policy Training of Diffusion Path Samplers.

Kiyoung Seong, Seonghyun Park, Seonghwan Kim, Woo Youn Kim, Sungsoo Ahn

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Collective Variable Free Transition Path Sampling with Generative Flow Network.

Kiyoung Seong, Seonghyun Park, Seonghwan Kim, Woo Youn Kim, Sungsoo Ahn

CoRR, 2024