Diffusion Probabilistic Models for Structured Node Classification. - Hyosoon Jang; Seonghyun Park 004; Sangwoo Mo; Sungsoo Ahn (NeurIPS, 2023)

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)

Non-backtracking Graph Neural Networks. - Seonghyun Park 004; Narae Ryu; Gahee Kim; Dongyeop Woo; Se-Young Yun; Sungsoo Ahn (Trans. Mach. Learn. Res., 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)

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