Jun Hyeong Kim

12 papers A* 2Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Riemannian denoising model for molecular structure optimization with chemical accuracy.
Nat. Comput. Sci.
Jeheon Woo, Seonghwan Kim, Jun Hyeong Kim, Woo Youn Kim
2025 A* conf
Discrete Diffusion Schrödinger Bridge Matching for Graph Transformation.
ICLR
Jun Hyeong Kim, Seonghwan Kim, Seokhyun Moon, Hyeongwoo Kim, Jeheon Woo, Woo Youn Kim
2025 — conf
MV-CLAM: Multi-View Molecular Interpretation with Cross-Modal Projection via Language Model.
EMNLP (Findings)
Sumin Ha, Jun Hyeong Kim, Yinhua Piao, Changyun Cho, Sun Kim
2025 J jnl
MV-CLAM: Multi-View Molecular Interpretation with Cross-Modal Projection via Language Model.
CoRR
Sumin Ha, Jun Hyeong Kim, Yinhua Piao, Sun Kim
2024 J jnl
Deep Learning-Based Chemical Similarity for Accelerated Organic Light-Emitting Diode Materials Discovery.
J. Chem. Inf. Model.
Hyeonsu Kim, Kyunghoon Lee, Jun Hyeong Kim, Woo Youn Kim
2024 J jnl
Discrete Diffusion Schrödinger Bridge Matching for Graph Transformation.
CoRR
Jun Hyeong Kim, Seonghwan Kim, Seokhyun Moon, Hyeongwoo Kim, Jeheon Woo, Woo Youn Kim
2024 J jnl
PONYTA: prioritization of phenotype-related genes from mouse KO events using PU learning on a biological network.
Bioinform.
Jun Hyeong Kim, Bonil Koo, Sun Kim
2024 J jnl
Riemannian Denoising Score Matching for Molecular Structure Optimization with Accurate Energy.
CoRR
Jeheon Woo, Seonghwan Kim, Jun Hyeong Kim, Woo Youn Kim
2023 A* conf
GeoTMI: Predicting Quantum Chemical Property with Easy-to-Obtain Geometry via Positional Denoising.
NeurIPS
Hyeonsu Kim, Jeheon Woo, Seonghwan Kim, Seokhyun Moon, Jun Hyeong Kim, Woo Youn Kim
2023 J jnl
Predicting quantum chemical property with easy-to-obtain geometry via positional denoising.
CoRR
Hyeonsu Kim, Jeheon Woo, Seonghwan Kim, Seokhyun Moon, Jun Hyeong Kim, Woo Youn Kim
2023 J jnl
pyMCD: Python package for searching transition states via the multicoordinate driven method.
Comput. Phys. Commun.
Kyunghoon Lee, Jun Hyeong Kim, Woo Youn Kim
2019 J jnl
A Data-Based Framework for Identifying a Source Location of a Contaminant Spill in a River System with Random Measurement Errors.
Sensors
Jun Hyeong Kim, Mi Lim Lee, Chuljin Park