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Ganghui Yi I'm an incoming M.S. student in Computer Science at the University of Southern California. Currently, I conduct research on few-shot learning for disease prediction and biomarker discovery at the Bioinformatics and Machine Learning Lab, where I'm fortunate to be advised by Prof. Kyuri Jo. Prior to that, I received my bachelor’s degree with honors from Sogang University in Seoul, where I double majored in Computer Science and Life Science. During my undergraduate studies, I also participated in an exchange program at Case Western Reserve University. |
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ResearchMy research interests are AI for healthcare, applied machine learning, and precision medicine. |
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Few-Shot Learning for Multi-Omics Disease Classification with a MAML-Based
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Ganghui Yi, Jeongjin Ju, Kyuri Jo KTSDE (KIPS Transactions on Software and Data Engineering), 2025 (in press) project page / PDF MAML-based few-shot learning model for multi-omics disease classification enables superior performance in low-data settings across COVID-19, Cirrhosis, and HBV-HCC. |
Miscellanea |
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I'm into film photography. My main gear is Nikon FE2 with 35mm(mainly) and 50mm. Although my name might sound Chinese, I'm actually Korean—but fun fact, I did live in China for five years! |
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