| 2026 | ACL | FeedEval: Pedagogically Aligned Evaluation of LLM-Generated Essay Feedback. | SeongYeub Chu, Jongwoo Kim, Mun Yong Yi |
| 2025 | CIKM | Leveraging Multi-facet Paths for Heterogeneous Graph Representation Learning. | Jongwoo Kim, SeongYeub Chu, Hyeongmin Park, Bryan Wong, Keejun Han, Mun Yong Yi |
| 2025 | EMNLP | Not All Options Are Created Equal: Textual Option Weighting for Token-Efficient LLM-Based Knowledge Tracing. | Jongwoo Kim, SeongYeub Chu, Bryan Wong, Mun Yong Yi |
| 2025 | MICCAI | MicroMIL: Graph-Based Multiple Instance Learning for Context-Aware Diagnosis with Microscopic Images. | Jongwoo Kim, Bryan Wong, Huazhu Fu, Willmer Rafell Quiones Robles, Young Sin Ko, Mun Yong Yi |
| 2025 | WACV | Uncertainty-based Data-wise Label Smoothing for Calibrating Multiple Instance Learning in Histopathology Image Classification. | Hyeongmin Park, Sungrae Hong, Chanjae Song, Jongwoo Kim, Mun Yong Yi |
| 2024 | CBMS | Deep Ensemble Learning for Classification of Glaucoma from Smartphone Fundus Images. | Sandeep Angara, Jongwoo Kim |
| 2023 | CBMS | Ensemble Convolutional Neural Networks for the Classification and Visualization of Retinal Diseases in Optical Coherence Tomography Images. | Jongwoo Kim, Loc Q. Tran |
| 2022 | CIBCB | Deep Learning and Ensemble Method for Optic Disc and Cup Segmentation. | Jongwoo Kim, Loc Q. Tran, Tunde Peto, Emily Y. Chew |
| 2022 | IROS | Multiple Curvatures in a Tendon-Driven Continuum Robot Using a Novel Magnetic Locking Mechanism. | Chloe Pogue, Priyanka Rao, Quentin Peyron, Jongwoo Kim, Jessica Burgner-Kahrs, Eric D. Diller |
| 2021 | CIBCB | Retinal Disease Classification from OCT Images Using Deep Learning Algorithms. | Jongwoo Kim, Loc Q. Tran |
| 2020 | CBMS | Ensemble Learning Based on Convolutional Neural Networks for the Classification of Retinal Diseases from Optical Coherence Tomography Images. | Jongwoo Kim, Loc Q. Tran |
| 2020 | IROS | Development of Deployable Bending Wrist for Minimally Invasive Laparoscopic Endoscope. | Jongwoo Kim, Thomas Looi, Allen Newman, James M. Drake |
| 2019 | CBMS | Optic Disc and Cup Segmentation for Glaucoma Characterization Using Deep Learning. | Jongwoo Kim, Loc Q. Tran, Emily Y. Chew, Sameer K. Antani |
| 2018 | CBMS | Region of Interest Detection in Fundus Images Using Deep Learning and Blood Vessel Information. | Jongwoo Kim, Sema Candemir, Emily Y. Chew, George R. Thoma |
| 2018 | DocEng | Main Content Detection in HTML Journal Articles. | Alastair R. Rae, Jongwoo Kim, Daniel X. Le, George R. Thoma |
| 2016 | CBMS | Visualization of Statistics from MEDLINE. | Jongwoo Kim, Paul LoBuglio, George R. Thoma |
| 2015 | APNOMS | Adaptive flow monitoring in SDN architecture. | Seongbok Baik, Younggil Lim, Jongwoo Kim, Youngwoo Lee |
| 2015 | APNOMS | Single-sided quality measuring method for Giga Internet. | Junsuk Oh, Hoongon Kim, Jongwoo Kim, Youngwoo Lee |
| 2015 | ICRA | A self-deployable origami structure with locking mechanism induced by buckling effect. | Jongwoo Kim, Dae-Young Lee, Sa-Reum Kim, Kyu-Jin Cho |
| 2013 | BigData | Point and Interval Estimation Method for Auto-regressive Model with Nonnormal Error. | Bo Mi Lim, Jongwoo Kim, Sung-Shick Kim, Jun-Geol Baek |
| 2013 | ICDAR | Identification of Investigator Name Zones Using SVM Classifiers and Heuristic Rules. | Jongwoo Kim, Daniel X. Le, George R. Thoma |
| 2009 | CBMS | Inferring grant support types from online biomedical articles. | Jongwoo Kim, Daniel X. Le, George R. Thoma |
| 2006 | CBMS | Automatic Extraction of Bibliographic Information from Biomedical Online Journal Articles Using a String Matching Algorithm. | Jongwoo Kim, Daniel X. Le, George R. Thoma |
| 2004 | WAFR | Adaptive RRTs for Validating Hybrid Robotic Control Systems. | Joel M. Esposito, Jongwoo Kim, Vijay Kumar |
| 2003 | ICCS | Automatic Recognition of Alzheimer's Disease Using Genetic Algorithms and Neural Network. | Sunyoung Cho, Bo Yeon Kim, Eunhea Park, Yun Seok Chang, Jongwoo Kim, Kyungchun Chung, Weiwan Whang, Hyun Taek Kim |
| 2003 | ICRA | Motion planning of aerial robot using rapidly-exploring random trees with dynamic constraints. | Jongwoo Kim, James P. Ostrowski |
| 2003 | IROS | Design and verification of controllers for airships. | Jongwoo Kim, Jim Keller, Vijay Kumar |
| 2001 | CBMS | Automated Medical Citation Records Creation for Web-Based On-Line Journals. | Daniel X. Le, Loc Q. Tran, Joseph Chow, Jongwoo Kim, Susan E. Hauser, Chan W. Moon, George R. Thoma |