Hyojin Kim

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 37

Top Topics

Molecular Dynamics

Top Venues

Nucleic Acids Res.

J. Chem. Inf. Model.

Publications

Hyojin Kim, Jiyoon Lee, Yonghyun Jeong, Haneol Jang, Young Joon Yoo
Advancing Cross-Domain Generalizability in Face Anti-Spoofing: Insights, Design, and Metrics. CoRR (2024)
K. Aditya Mohan, Massimiliano Ferrucci, Chuck Divin, Garrett A. Stevenson, Hyojin Kim
Distributed Stochastic Optimization of a Neural Representation Network for Time-Space Tomography Reconstruction. CoRR (2024)
Biagio Brattoli, Mohammad Mostafavi, Taebum Lee, Wonkyung Jung, Jeongun Ryu, Seonwook Park, Jongchan Park, Sérgio Pereira, Seunghwan Shin, Sangjoon Choi, Hyojin Kim, Donggeun Yoo, Siraj M. Ali, Kyunghyun Paeng, Chan-Young Ock, Soo Ick Cho, Seokhwi Kim
Generalizing AI-driven Assessment of Immunohistochemistry across Immunostains and Cancer Types: A Universal Immunohistochemistry Analyzer. CoRR (2024)
Gyubeom Lim, Heejun Youn, Hyojin Kim, Hyunghwa Jeong, Jeongmok Cho, Seunghyun Lee, Changsik Pak, Soonchul Kwon
Impact of Mixed Reality-Based Rehabilitation on Muscle Activity in Lower-Limb Amputees: An EMG Analysis. IEEE Access 12 (2024)
Hyojin Kim, Minji Jo, Jiwoo Hong, Hosung Kang, Nate Mathews, Se Eun Oh
WhisperVoiceTrace: A Comprehensive Analysis of Voice Command Fingerprinting. AsiaCCS (2024)
Jiaming Liu, Rushil Anirudh, Jayaraman J. Thiagarajan, Stewart He, K. Aditya Mohan, Ulugbek S. Kamilov, Hyojin Kim
DOLCE: A Model-Based Probabilistic Diffusion Framework for Limited-Angle CT Reconstruction. ICCV (2023)
Hyung-Jun Park, Jaekwang Kim, Hyojin Kim
Segment-Based Wall Treatment Model for Heat Transfer Rate in Smoothed Particle Hydrodynamics. CoRR (2023)
Hyojin Kim, Kyle Champley
Differentiable Forward Projector for X-ray Computed Tomography. CoRR (2023)
Garrett A. Stevenson, Dan Kirshner, Brian J. Bennion, Yue Yang, Xiaohua Zhang, Adam T. Zemla, Marisa W. Torres, Aidan Epstein, Derek Jones, Hyojin Kim, W. F. Drew Bennett, Sergio Ernesto Wong, Jonathan E. Allen, Felice C. Lightstone
Clustering Protein Binding Pockets and Identifying Potential Drug Interactions: A Novel Ligand-Based Featurization Method. J. Chem. Inf. Model. 63 (21) (2023)
Heesung Shim, Hyojin Kim, Jonathan E. Allen, Heike Wulff
Pose Classification Using Three-Dimensional Atomic Structure-Based Neural Networks Applied to Ion Channel-Ligand Docking. J. Chem. Inf. Model. 62 (10) (2022)
Jiaming Liu, Rushil Anirudh, Jayaraman J. Thiagarajan, Stewart He, K. Aditya Mohan, Ulugbek S. Kamilov, Hyojin Kim
DOLCE: A Model-Based Probabilistic Diffusion Framework for Limited-Angle CT Reconstruction. CoRR (2022)
Hyojin Kim, Seungho Jo, Jaehyun Kim, Gayoung Park, Jonghyun Kim
Development of Long-Term Prediction Algorithm Based on Component States Using BiLSTM and Attention Mechanism. ICSRS (2021)
Garrett A. Stevenson, Derek Jones, Hyojin Kim, W. F. Drew Bennett, Brian J. Bennion, Monica Borucki, Feliza Bourguet, Aidan Epstein, Magdalena Franco, Brooke Harmon, Stewart He, Max P. Katz, Daniel A. Kirshner, Victoria Lao, Edmond Y. Lau, Jacky Lo, Kevin McLoughlin, Richard Mosesso, Deepa K. Murugesh, Oscar A. Negrete, Edwin A. Saada, Brent Segelke, Maxwell Stefan, Marisa W. Torres, Dina Weilhammer, Sergio E. Wong, Yue Yang, Adam T. Zemla, Xiaohua Zhang, Fangqiang Zhu, Felice C. Lightstone, Jonathan E. Allen
High-throughput virtual screening of small molecule inhibitors for SARS-CoV-2 protein targets with deep fusion models. SC (2021)
Garrett A. Stevenson, Derek Jones, Hyojin Kim, W. F. Drew Bennett, Brian J. Bennion, Monica Borucki, Feliza Bourguet, Aidan Epstein, Magdalena Franco, Brooke Harmon, Stewart He, Max P. Katz, Daniel A. Kirshner, Victoria Lao, Edmond Y. Lau, Jacky Lo, Kevin McLoughlin, Richard Mosesso, Deepa K. Murugesh, Oscar A. Negrete, Edwin A. Saada, Brent Segelke, Maxwell Stefan, Marisa W. Torres, Dina Weilhammer, Sergio E. Wong, Yue Yang, Adam T. Zemla, Xiaohua Zhang, Fangqiang Zhu, Felice C. Lightstone, Jonathan E. Allen
High-Throughput Virtual Screening of Small Molecule Inhibitors for SARS-CoV-2 Protein Targets with Deep Fusion Models. CoRR (2021)
Daeil Lee, Hyojin Kim, Younhee Choi, Jonghyun Kim
Development of Autonomous Operation Agent for Normal and Emergency Situations in Nuclear Power Plants. ICSRS (2021)
Derek Jones, Hyojin Kim, Xiaohua Zhang, Adam T. Zemla, Garrett Stevenson, W. F. Drew Bennett, Daniel A. Kirshner, Sergio E. Wong, Felice C. Lightstone, Jonathan E. Allen
Improved Protein-Ligand Binding Affinity Prediction with Structure-Based Deep Fusion Inference. J. Chem. Inf. Model. 61 (4) (2021)
Albert W. Reed, Hyojin Kim, Rushil Anirudh, K. Aditya Mohan, Kyle Champley, Jingu Kang, Suren Jayasuriya
Dynamic CT Reconstruction from Limited Views with Implicit Neural Representations and Parametric Motion Fields. ICCV (2021)
Chanhee Park, Hyojin Kim, Kyungwon Lee
A Visualization System for Performance Analysis of Image Classification Models. Visualization and Data Analysis (2020)
Derek Jones, Hyojin Kim, Xiaohua Zhang, Adam T. Zemla, Garrett Stevenson, William D. Bennett, Daniel A. Kirshner, Sergio E. Wong, Felice C. Lightstone, Jonathan E. Allen
Improved Protein-ligand Binding Affinity Prediction with Structure-Based Deep Fusion Inference. CoRR (2020)
Hyojin Kim, Yangwon Jeon, Woonwoo Lee, Geupil Jang, Youngdae Yoon
Shifting the Specificity of E. coli Biosensor from Inorganic Arsenic to Phenylarsine Oxide through Genetic Engineering. Sensors 20 (11) (2020)
Anna M. Hiszpanski, Brian Gallagher, Karthik Chellappan, Peggy Li, Shusen Liu, Hyojin Kim, Jinkyu Han, Bhavya Kailkhura, David J. Buttler, Thomas Yong-Jin Han
Nanomaterial Synthesis Insights from Machine Learning of Scientific Articles by Extracting, Structuring, and Visualizing Knowledge. J. Chem. Inf. Model. 60 (6) (2020)
W. F. Drew Bennett, Stewart He, Camille L. Bilodeau, Derek Jones, Delin Sun, Hyojin Kim, Jonathan E. Allen, Felice C. Lightstone, Helgi I. Ingólfsson
Predicting Small Molecule Transfer Free Energies by Combining Molecular Dynamics Simulations and Deep Learning. J. Chem. Inf. Model. 60 (11) (2020)
Rushil Anirudh, Hyojin Kim, Jayaraman J. Thiagarajan, K. Aditya Mohan, Kyle Champley
Improving Limited Angle CT Reconstruction with a Robust GAN Prior. CoRR (2019)
Hyojin Kim, Rushil Anirudh, K. Aditya Mohan, Kyle Champley
Extreme Few-view CT Reconstruction using Deep Inference. CoRR (2019)
Woonwoo Lee, Hyojin Kim, Yerin Kang, Youngshim Lee, Youngdae Yoon
A Biosensor Platform for Metal Detection Based on Enhanced Green Fluorescent Protein. Sensors 19 (8) (2019)
Chan Yong Kim, Hyojin Kim, Huiseung Son, Muhammad Tanseef Shahid, Hyun Chul Song, Francesco Piccialli, Kwang Nam Choi
Marker Based Pedestrian Detection Using Augmented Reality. ICAIP (2019)
Sookyung Kim, Sunghyun Park, Sunghyo Chung, Joonseok Lee, Yunsung Lee, Hyojin Kim, Prabhat, Jaegul Choo
Learning to Focus and Track Extreme Climate Events. BMVC (2019)
Sookyung Kim, Hyojin Kim, Joonseok Lee, Sangwoong Yoon, Samira Ebrahimi Kahou, Karthik Kashinath, Prabhat
Deep-Hurricane-Tracker: Tracking and Forecasting Extreme Climate Events. WACV (2019)
Elizabeth Tran, Michael B. Mayhew, Hyojin Kim, Piyush Karande, Alan David Kaplan
Facial Expression Recognition Using a Large Out-of-Context Dataset. WACV Workshops (2018)
Heonjong Han, Jae-Won Cho, Sang-Young Lee, Ayoung Yun, Hyojin Kim, Dasom Bae, Sunmo Yang, Chan Yeong Kim, Muyoung Lee, Eunbeen Kim, Sungho Lee, Byunghee Kang, Dabin Jeong, Yaeji Kim, Hyeon-Nae Jeon, Haein Jung, Sunhwee Nam, Michael Chung, Jong-Hoon Kim, Insuk Lee
TRRUST v2: an expanded reference database of human and mouse transcriptional regulatory interactions. Nucleic Acids Res. 46 (Database-Issue) (2018)
Rushil Anirudh, Hyojin Kim, Jayaraman J. Thiagarajan, K. Aditya Mohan, Kyle Champley, Timo Bremer
Lose the Views: Limited Angle CT Reconstruction via Implicit Sinogram Completion. CVPR (2018)
Minhae Kwon, Hyojin Kim, Insoo Zhang, Singyu Bai, Hyunggon Park
Systematic network coding based reliable real-time multimedia streaming system. ICCE (2018)
Rushil Anirudh, Hyojin Kim, Jayaraman J. Thiagarajan, K. Aditya Mohan, Kyle Champley, Peer-Timo Bremer
Lose The Views: Limited Angle CT Reconstruction via Implicit Sinogram Completion. CoRR (2017)
Sunmo Yang, Chan Yeong Kim, Sohyun Hwang, Eiru Kim, Hyojin Kim, Hongseok Shim, Insuk Lee
COEXPEDIA: exploring biomedical hypotheses via co-expressions associated with medical subject headings (MeSH). Nucleic Acids Res. 45 (Database-Issue) (2017)
Rushil Anirudh, Jayaraman J. Thiagarajan, Timo Bremer, Hyojin Kim
Lung nodule detection using 3D convolutional neural networks trained on weakly labeled data. Medical Imaging: Computer-Aided Diagnosis (2016)
Youngwook Paul Kwon, Hyojin Kim, Goran Konjevod, Sara McMains
Dude (Duality descriptor): A robust descriptor for disparate images using line segment duality. ICIP (2016)
Eiru Kim, Sohyun Hwang, Hyojin Kim, Hongseok Shim, Byunghee Kang, Sunmo Yang, Jae Ho Shim, Seung Yeon Shin, Edward M. Marcotte, Insuk Lee
MouseNet v2: a database of gene networks for studying the laboratory mouse and eight other model vertebrates. Nucleic Acids Res. 44 (Database-Issue) (2016)
Junha Shin, Sunmo Yang, Eiru Kim, Chan Yeong Kim, Hongseok Shim, Ara Cho, Hyojin Kim, Sohyun Hwang, Jung Eun Shim, Insuk Lee
FlyNet: a versatile network prioritization server for the Drosophila community. Nucleic Acids Res. 43 (Webserver-Issue) (2015)
Brian Van Essen, Hyojin Kim, Roger A. Pearce, Kofi Boakye, Barry Chen
LBANN: livermore big artificial neural network HPC toolkit. MLHPC@SC (2015)
Hyojin Kim, Jayaraman J. Thiagarajan, Peer-Timo Bremer
A Randomized Ensemble Approach to Industrial CT Segmentation. ICCV (2015)
Nelson L. Max, Hyojin Kim
Optimization of Plane Fits to Image Segments in Multi-view Stereo. WACV (2015)
Tak Lee, Taeyun Oh, Sunmo Yang, Junha Shin, Sohyun Hwang, Chan Yeong Kim, Hyojin Kim, Hongseok Shim, Jung Eun Shim, Pamela C. Ronald, Insuk Lee
RiceNet v2: an improved network prioritization server for rice genes. Nucleic Acids Res. 43 (Webserver-Issue) (2015)
Tak Lee, Sunmo Yang, Eiru Kim, Younhee Ko, Sohyun Hwang, Junha Shin, Jung Eun Shim, Hongseok Shim, Hyojin Kim, Chanyoung Kim, Insuk Lee
and 27 other nonmodel plant species. Nucleic Acids Res. 43 (Database-Issue) (2015)
Hyojin Kim, Jayaraman J. Thiagarajan, Peer-Timo Bremer
Image segmentation using consensus from hierarchical segmentation ensembles. ICIP (2014)
Hyojin Kim, Carlos D. Correa, Nelson L. Max
Automatic registration of LiDAR and optical imagery using depth map stereo. ICCP (2014)
Ara Cho, Junha Shin, Sohyun Hwang, Chanyoung Kim, Hongseok Shim, Hyojin Kim, Hanhae Kim, Insuk Lee
. Nucleic Acids Res. 42 (Webserver-Issue) (2014)
Hanhae Kim, Junha Shin, Eiru Kim, Hyojin Kim, Sohyun Hwang, Jung Eun Shim, Insuk Lee
. Nucleic Acids Res. 42 (Database-Issue) (2014)
Chungsu Lee, Jonghee Kim, Eunsoo Park, Jonghwan Lee, Hakil Kim, Junghwan Kim, Hyojin Kim
Multi-feature Vehicle Detection Using Feature Selection. SMC (2013)
Hyojin Kim, Hong Xiao, Nelson L. Max
Piecewise Planar Scene Reconstruction and Optimization for Multi-view Stereo. ACCV (4) (2012)
Hyojin Kim, Quinn Hunter, Mark A. Duchaineau, Kenneth I. Joy, Nelson L. Max
GPU-friendly Multi-view Stereo for Outdoor Planar Scene Reconstruction. VISAPP (2) (2012)
M. Scott Bishop, Hyojin Kim, Viswanathan Swaminathan
Live capture, rectification, and streaming of stereoscopic internet video for casual users. 3DTV-Conference (2012)