| 2022 | AMIA | Deep Learning-based Rare Disease Patient Classification Using Phenotypes. | Youngjun Kim, Yunchen Yang, Timmy O'Connell, Meng Ma, Xiang Zhou, Rong Chen |
| 2022 | AMIA | Improving Cancer Drug Recognition Using Few-shot Transfer Learning. | Wenzhe Yang, Youngjun Kim, Timmy O'Connell, Xiang Zhou, Rong Chen |
| 2021 | AMIA | Clinical Concept Extraction Using Contextual String Embeddings. | Youngjun Kim, Paul M. Heider, Stphane M. Meystre |
| 2020 | AMIA | A Meta-Analysis of Medical Concept Normalization Using Hierarchical Ontological Relations and Semantic Types. | Paul M. Heider, Youngjun Kim, Stphane M. Meystre |
| 2020 | AMIA | Comparative Study of Various Approaches for Ensemble-based De-identification of Electronic Health Record Narratives. | Youngjun Kim, Paul M. Heider, Stphane M. Meystre |
| 2020 | AMIA | Improving De-identification of Clinical Text with Contextualized Embeddings. | Youngjun Kim, Stphane M. Meystre |
| 2019 | AMIA | Cancer Type Classification by Jointly Using Words and Concepts from Electronic Health Record Text Notes. | Youngjun Kim, Stphane M. Meystre |
| 2019 | AMIA | Text De-Identification Impact on Subsequent Machine Learning Applications. | Gary Underwood, Andrew Trice, Youngjun Kim, Jean-Karlo Accetta, Stphane M. Meystre |
| 2018 | AMIA | Ensemble-based Methods to Improve De-identification of Electronic Health Record Narratives. | Youngjun Kim, Paul M. Heider, Stphane M. Meystre |
| 2018 | AMIA | Clinical Text Automatic De-Identification to Support Large Scale Data Reuse and Sharing: Pilot Results. | Stphane M. Meystre, Paul M. Heider, Youngjun Kim, Andrew Trice, Gary Underwood |
| 2017 | AMIA | Exploiting Unlabeled Texts with Clustering-based Instance Selection for Medical Relation Classification. | Youngjun Kim, Ellen Riloff, Stphane M. Meystre |
| 2017 | WSC | Heuristics for planning with rare catastrophic events. | Youngjun Kim, Yonatan Gur, Mykel J. Kochenderfer |
| 2016 | ISCC | Mobility-aware load distribution scheme for scalable SDN-based mobile networks. | Yeunwoong Kyung, Youngjun Kim, Kiwon Hong, Hyungoo Choi, Mingyu Joo, Jinwoo Park |
| 2016 | SIN | A Study on Unified Security Mechanism and Platform for Centralized Business Contents. | Yong-pyo Hong, Youngjun Kim |
| 2015 | AMIA | Improving Detection of Reasons Not to Take a Medication by Leveraging Medication Prescription Status. | Youngjun Kim, Jennifer H. Garvin, Julia Heavirland, Stphane M. Meystre |
| 2015 | AMIA | A Study of Concept Extraction Across Different Types of Clinical Notes. | Youngjun Kim, Ellen Riloff, John F. Hurdle |
| 2014 | AMIA | Medication Prescription Status Classification in Clinical Narrative Documents. | Youngjun Kim, Jennifer H. Garvin, Julia Heavirland, Jenifer Williams, Stphane M. Meystre |
| 2014 | AMIA | Congestive Heart Failure Information Extraction Framework (CHIEF) Evaluation. | Stphane M. Meystre, Youngjun Kim, Andrew Redd, Jennifer H. Garvin |
| 2014 | AMIA | Effect of Pre-annotation on Annotation Time. | Andrew Redd, Youngjun Kim, Stphane M. Meystre, Julia Heavirland, Allison Weaver, Jenifer Williams, Jennifer H. Garvin |
| 2012 | AMIA | Determining Section Types to Capture Key Clinical Data for Automation of Quality Measurement for Inpatients with Chronic Heart Failure. | Jennifer H. Garvin, Julia Heavirland, Allison Weaver, Youngjun Kim, Bruce E. Bray, Daniel Bolton, Carol Hope, Andrew Redd, Sarah A. Maulden, Stphane M. Meystre |
| 2012 | MICCAI | Carving Mesh with Deformation for Soft Tissue Removal Simulation. | Youngjun Kim, Seungbin Lee, Frdrick Roy, Deukhee Lee, Laehyun Kim, Se Hyung Park |
| 2011 | ACL | Improving Classification of Medical Assertions in Clinical Notes. | Youngjun Kim, Ellen Riloff, Stphane M. Meystre |
| 2010 | CW | Mesh-to-Mesh Collision Detection by Ray Tracing for Medical Simulation with Deformable Bodies. | Youngjun Kim, Sang Ok Koo, Deukhee Lee, Laehyun Kim, Se Hyung Park |
| 2009 | ICRA | Stereo vision and terrain modeling for quadruped robots. | J. Zico Kolter, Youngjun Kim, Andrew Y. Ng |
| 2007 | HCI | Modeling of Human Head for Custom Wig Production. | Youngjun Kim, Jungbum Cho, Bohyun Kim, Kunwoo Lee |
| 2005 | IVA | Modeling Dynamic Perceptual Attention in Complex Virtual Environments. | Youngjun Kim, Martin Van Velsen, Randall W. Hill Jr. |
| 2000 | AAAI | Situation Awareness with the Limited Visual Attention. | Youngjun Kim, Randall W. Hill Jr., Jonathan Gratch |