Juhyeon Kim

37 papers B 2C 3Journal 27Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Monte Carlo Rendering Framework for Simulating Optical Heterodyne Detection.
ACM Trans. Graph.
Juhyeon Kim, Craig Benko, Magnus Wrenninge, Ryusuke Villemin, Zeb W. Barber, Wojciech Jarosz, Adithya Pediredla
2025 J jnl
A wave-optics BSDF for correlated scatterers.
Comput. Graph. Forum
Ruomai Yang, Juhyeon Kim, Adithya Pediredla, Wojciech Jarosz
2025 C conf
Accelerated Molecular Simulation-Based Model Predictive Control for Regulating Molecular Weights and Monomeric Ratios in Biomass Fractionation.
ACC
Juhyeon Kim, Jiae Ryu, Qiang Yang, Chang Geun Yoo, Joseph Sang-Il Kwon
2025 J jnl
BIGPN: Biologically informed graph propagational network for plasma proteomic profiling of neurodegenerative biomarkers.
Artif. Intell. Medicine
Sunghong Park, Dong-Gi Lee, Juhyeon Kim, Masaud Shah, Hyunjung Shin, Hyun Goo Woo
2025 — conf
Continual Learning with Flexible Preservation.
BigComp
Juhyeon Kim, Hyunjung Shin
2025 J jnl
Explainable multiplex graph propagational network with multimodal neuroimage integration for dementia subtype diagnosis.
Neural Networks
Sunghong Park, Dong-Gi Lee, Juhyeon Kim, Dokyoon Kim, Yonghyun Nam, Bumhee Park, Narae Kim, Seulgi Lee, Changhyung Hong, Sang Joon Son, Hyunwoong Roh, Hyun Goo Woo, Hyunjung Shin
2025 J jnl
On Incorporating Prior Knowledge Extracted From Large Language Models Into Causal Discovery.
IEEE Access
Chanhui Lee, Juhyeon Kim, Yongjun Jeong, Yoonseok Yeom, Juhyun Lyu, Junghee Kim, Sangmin Lee, Sangjun Han, Hyeokjun Choe, Soyeon Park, Woohyung Lim, Sungbin Lim, Sanghack Lee
2025 J jnl
PPIxGPN: plasma proteomic profiling of neurodegenerative biomarkers with protein-protein interaction-based eXplainable graph propagational network.
Briefings Bioinform.
Sunghong Park, Dong-Gi Lee, Juhyeon Kim, Seung Ho Kim, Hyeon Jin Hwang, Hyunjung Shin, Hyun Goo Woo
2025 J jnl
Point Cloud-Based Defect Inspection with Multisensor Fusion and Deep Learning for Advancing Building Construction Quality.
J. Comput. Civ. Eng.
Juhyeon Kim, Jeehoon Kim, Yulin Lian, Hyoungkwan Kim
2025 J jnl
Priority-Aware Clinical Pathology Hierarchy Training for Multiple Instance Learning.
CoRR
Sungrae Hong, Kyungeun Kim, Juhyeon Kim, Sol Lee, Jisu Shin, Chanjae Song, Mun Yong Yi
2025 J jnl
Superpoint Transformer-Based Bridge Component Recognition Using UAV-Mounted LiDAR and Synthetic Point Cloud Generation.
J. Comput. Civ. Eng.
Yohan Kim, Jeehoon Kim, Juhyeon Kim, Hyoungkwan Kim
2024 J jnl
A deep learning approach for the comparison of handwritten documents using latent feature vectors.
Stat. Anal. Data Min.
Juhyeon Kim, Soyoung Park, Alicia L. Carriquiry
2024 C conf
Adaptive Control for Lignin-First Biomass Fractionation: An Experimentally Verified Multiscale kMC Approach.
ACC
Juhyeon Kim, Silabrata Pahari, Jiae Ryu, Mairui Zhang, Chang Geun Yoo, Joseph Sang-Il Kwon
2024 B conf
Efficient Time Sampling Strategy for Transient Absorption Spectroscopy.
ICCP
Juhyeon Kim, Joshua Multhaup, Mahima Sneha, Adithya Pediredla
2024 — conf
NetPRS: SNP Interaction Aware Network-Based Polygenic Risk Score for Alzheimer's Disease.
BHI
Sunghong Park, Dong-Gi Lee, Juhyeon Kim, Doyoon Kim, Changhyung Hong, Sang Joon Son, Hyunwoong Roh, Kanghee Park, Dokyoon Kim, Hyunjung Shin, Hyun Goo Woo
2023 J jnl
Can We Utilize Pre-trained Language Models within Causal Discovery Algorithms?
CoRR
Chanhui Lee, Juhyeon Kim, Yongjun Jeong, Juhyun Lyu, Junghee Kim, Sangmin Lee, Sangjun Han, Hyeokjun Choe, Soyeon Park, Woohyung Lim, Sungbin Lim, Sanghack Lee
2023 J jnl
Classical-to-quantum convolutional neural network transfer learning.
Neurocomputing
Juhyeon Kim, Joonsuk Huh, Daniel K. Park
2023 J jnl
Doppler Time-of-Flight Rendering.
CoRR
Juhyeon Kim, Wojciech Jarosz, Ioannis Gkioulekas, Adithya Pediredla
2023 J jnl
Doppler Time-of-Flight Rendering.
ACM Trans. Graph.
Juhyeon Kim, Wojciech Jarosz, Ioannis Gkioulekas, Adithya Pediredla
2023 J jnl
Hierarchical Joint Graph Learning and Multivariate Time Series Forecasting.
IEEE Access
Juhyeon Kim, Hyungeun Lee, Seungwon Yu, Ung Hwang, Wooyeol Jung, KiJung Yoon
2023 J jnl
Hierarchical Joint Graph Learning and Multivariate Time Series Forecasting.
CoRR
Juhyeon Kim, Hyungeun Lee, Seungwon Yu, Ung Hwang, Wooyul Jung, Miseon Park, KiJung Yoon
2023 J jnl
IBL-NeRF: Image-Based Lighting Formulation of Neural Radiance Fields.
Comput. Graph. Forum
Changwoon Choi, Juhyeon Kim, Young Min Kim
2023 C conf
Multiscale modeling, experimental validation, and optimal operation for a batch pulp digester with a novel solvent.
ACC
Silabrata Pahari, Juhyeon Kim, Mairui Zhang, Anqi Ji, Chang Geun Yoo, Joseph Sang-Il Kwon
2023 J jnl
Neural Volumetric Reconstruction for Coherent Synthetic Aperture Sonar.
CoRR
Albert W. Reed, Juhyeon Kim, Thomas E. Blanford, Adithya Pediredla, Daniel C. Brown, Suren Jayasuriya
2023 J jnl
Neural Volumetric Reconstruction for Coherent Synthetic Aperture Sonar.
ACM Trans. Graph.
Albert W. Reed, Juhyeon Kim, Thomas E. Blanford, Adithya Pediredla, Daniel C. Brown, Suren Jayasuriya
2022 J jnl
Classical-to-quantum convolutional neural network transfer learning.
CoRR
Juhyeon Kim, Joonsuk Huh, Daniel K. Park
2022 J jnl
IBL-NeRF: Image-Based Lighting Formulation of Neural Radiance Fields.
CoRR
Changwoon Choi, Juhyeon Kim, Young Min Kim
2022 J jnl
NGS data vectorization, clustering, and finding key codons in SARS-CoV-2 variations.
BMC Bioinform.
Juhyeon Kim, Saeyeon Cheon, Insung Ahn
2022 — conf
SNU-Causality Lab @ Causal News Corpus 2022: Detecting Causality by Data Augmentation via Part-of-Speech tagging.
CASE@EMNLP
Juhyeon Kim, Yesong Choe, Sanghack Lee
2022 J jnl
Two-Argument Activation Functions Learn Soft XOR Operations Like Cortical Neurons.
IEEE Access
Juhyeon Kim, A. Emin Orhan, KiJung Yoon, Xaq Pitkow
2021 — conf
Fast and Lightweight Path Guiding Algorithm on GPU.
PG (Short Papers, Posters, and Work-in-Progress Papers)
Juhyeon Kim, Young Min Kim
2021 — conf
Optimizing Large-Scale Fleet Management on a Road Network using Multi-Agent Deep Reinforcement Learning with Graph Neural Network.
ITSC
Juhyeon Kim, Kihyun Kim
2020 B conf
Novel View Synthesis With Skip Connections.
ICIP
Juhyeon Kim, Young Min Kim
2020 J jnl
Optimizing Large-Scale Fleet Management on a Road Network using Multi-Agent Deep Reinforcement Learning with Graph Neural Network.
CoRR
Juhyeon Kim
2019 J jnl
Weekly ILI patient ratio change prediction using news articles with support vector machine.
BMC Bioinform.
Juhyeon Kim, Insung Ahn
2013 J jnl
Research and applications: Breast cancer survivability prediction using labeled, unlabeled, and pseudo-labeled patient data.
J. Am. Medical Informatics Assoc.
Juhyeon Kim, Hyunjung Shin
2008 J jnl
FTFD: an informatics pipeline supporting phylogenomic analysis of fungal transcription factors.
Bioinform.
Jongsun Park, Jaejin Park, Suwang Jang, Seryun Kim, Sunghyung Kong, Jaeyoung Choi, Kyohun Ahn, Juhyeon Kim, Seungmin Lee, Sunggon Kim, Bongsoo Park, Kyongyong Jung, Soonok Kim, Seogchan Kang, Yong-Hwan Lee