Kim, Woo Youn

13 publications

ICML 2025 Compositional Flows for 3D Molecule and Synthesis Pathway Co-Design Tony Shen, Seonghwan Seo, Ross Irwin, Kieran Didi, Simon Olsson, Woo Youn Kim, Martin Ester

ICLRW 2025 Compositional Flows for 3D Molecule and Synthesis Pathway Co-Design Tony Shen, Seonghwan Seo, Ross Irwin, Kieran Didi, Simon Olsson, Woo Youn Kim, Martin Ester

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 Generative Flows on Synthetic Pathway for Drug Design Seonghwan Seo, Minsu Kim, Tony Shen, Martin Ester, Jinkyoo Park, Sungsoo Ahn, 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

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

NeurIPSW 2024 Generative Flows on Synthetic Pathway for Drug Design Seonghwan Seo, Minsu Kim, Tony Shen, Martin Ester, Jinkyoo Park, Sungsoo Ahn, Woo Youn Kim

ICMLW 2024 NCIDiff: Non-Covalent Interaction-Generative Diffusion Model for Improving Reliability of 3D Molecule Generation Inside Protein Pocket Joongwon Lee, Wonho Zhung, Woo Youn Kim

TMLR 2024 TacoGFN: Target-Conditioned GFlowNet for Structure-Based Drug Design Tony Shen, Seonghwan Seo, Grayson Lee, Mohit Pandey, Jason R Smith, Artem Cherkasov, Woo Youn Kim, Martin Ester

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

NeurIPSW 2023 PharmacoNet: Accelerating Large-Scale Virtual Screening by Deep Pharmacophore Modeling Seonghwan Seo, Woo Youn Kim