Kim, Seonghwan

8 publications

ICLR 2025 Discrete Diffusion Schrödinger Bridge Matching for Graph Transformation Jun Hyeong Kim, Seonghwan Kim, Seokhyun Moon, Hyeongwoo Kim, Jeheon Woo, Woo Youn Kim

ICLRW 2025 FragFM: Efficient Fragment-Based Molecular Generation via Discrete Flow Matching Joongwon Lee, Seonghwan Kim, Woo Youn 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

ICMLW 2024 Diffusion-Based Episodes Augmentation for Offline Multi-Agent Reinforcement Learning Jihwan Oh, Sungnyun Kim, Gahee Kim, SeongHwan Kim, Se-Young Yun

NeurIPSW 2024 Discrete Diffusion Schrödinger Bridge Matching for Graph Transformation Jun Hyeong Kim, Seonghwan Kim, Seokhyun Moon, Hyeongwoo Kim, Jeheon Woo, Woo Youn Kim

NeurIPS 2023 GeoTMI: Predicting Quantum Chemical Property with Easy-to-Obtain Geometry via Positional Denoising Hyeonsu Kim, Jeheon Woo, Seonghwan Kim, Seokhyun Moon, Jun Hyeong Kim, Woo Youn Kim

ICMLW 2022 The StarCraft Multi-Agent Challenges+ : Learning of Sub-Tasks and Environmental Benefits Without Precise Reward Functions Mingyu Kim, Jihwan Oh, Yongsik Lee, Joonkee Kim, SeongHwan Kim, Song Chong, Se-Young Yun