A Data-Based Framework for Identifying a Source Location of a Contaminant Spill in a River System with Random Measurement Errors. - Jun Hyeong Kim; Mi Lim Lee; Chuljin Park (Sensors, 2019)

GeoTMI: Predicting Quantum Chemical Property with Easy-to-Obtain Geometry via Positional Denoising. - Hyeonsu Kim; Jeheon Woo; Seonghwan Kim 004; Seokhyun Moon; Jun Hyeong Kim; Woo Youn Kim (NeurIPS, 2023)

Predicting quantum chemical property with easy-to-obtain geometry via positional denoising. - Hyeonsu Kim; Jeheon Woo; Seonghwan Kim 004; Seokhyun Moon; Jun Hyeong Kim; Woo Youn Kim (CoRR, 2023)

pyMCD: Python package for searching transition states via the multicoordinate driven method. - Kyunghoon Lee; Jun Hyeong Kim; Woo Youn Kim (Comput. Phys. Commun., 2023)

Riemannian Denoising Score Matching for Molecular Structure Optimization with Accurate Energy. - Jeheon Woo; Seonghwan Kim 004; Jun Hyeong Kim; Woo Youn Kim (CoRR, 2024)

Deep Learning-Based Chemical Similarity for Accelerated Organic Light-Emitting Diode Materials Discovery. - Hyeonsu Kim; Kyunghoon Lee; Jun Hyeong Kim; Woo Youn Kim (J. Chem. Inf. Model., 2024)

Discrete Diffusion Schrödinger Bridge Matching for Graph Transformation. - Jun Hyeong Kim; Seonghwan Kim 004; Seokhyun Moon; Hyeongwoo Kim; Jeheon Woo; Woo Youn Kim (ICLR, 2025)

MV-CLAM: Multi-View Molecular Interpretation with Cross-Modal Projection via Language Model. - Sumin Ha; Jun Hyeong Kim; Yinhua Piao; Sun Kim (CoRR, 2025)