Education

2023-present: Sungkyunkwan University Ph.D. student in Computer Science and Engineering
2021-2023: Sungkyunkwan University Master's Degree in Computer Science and Engineering Advisor: Prof. Jaekwang Kim
2014-2021: Sungkyunkwan University (4 Years Scholarship) Bachelor's Degree in Chemistry and Informatics (Double Major)

Publications

U1 MoiréGT: Eliminating Positional Encoding with Focused Attention Replace graph positional encoding with a convolutional filter on distances.
U2 DeepFold - Interact Regression setting for the protein-ligand interaction prediction to employ graph transformer and stable learning curve.
Barycentric Kernel for Bayesian Optimization of Chemical Mixture San Kim and Jaekwang Kim Electronics, 2024
Generalizing and Processing Topological Data using Sentence Data Structure San Kim, Eunjung Joo, Jusung Ha, Jaekwang Kim 15th International Conference on Ubiquitous Information Management and Communication (IMCOM), IEEE, 2021
Retrieval-Based Disease Prediction for Myocardial Injury after Noncardiac Surgery: Leveraging Language Models as Diagnostic Tools Namjun Park, Donggeun Ko, Dongjun Lee, San Kim, Jaekwang Kim AAAI 2024 Spring Symposium on Clinical Foundation Models, 2024

KR 10-2024-0030616: Apparatus and Method for Determining the Optimal Ratio of Elements Forming a Selected Mixture Using a Barycentric Kernel
KR 10-2024-0013154: Classifier Debiasing Method, Recording Medium and Classifier Debiasing Device
KR 10-2023-0172014: Classifier Debiasing Method, Augmented Debiasing Data Generation Method, and Classifier Debiasing Apparatus
KR 10-2018-0173245: Method and Apparatus for Analyzing Relationship of Paper Reference Using a Weight
KR 10-2018-0173246: Method of Grouping Papers and Apparatus Therefor
KR 10-2018-0046499: System for Providing Childcare Information