- Undergraduate Research Intern
- 2025.12. ~ Current : Seoul National University Graduate School of Data Science
- SKI-ML : Intern (topic : representation learning and time-series)
- 2025.02. ~ 2025.06. : Joint Research Laboratory of Seoul National University Hospital & Gachon University
- SNUH BMI LAB : Affiliated with the ECG Holter Foundation Model and MLOps Development Team
- 2025.03. ~ 2025.06. : Field Task R&D Undergraduate Intern (with HumanDeep)
- 2025.12. ~ Current : Seoul National University Graduate School of Data Science
- Publications
- (Accepted at 2025.09.19) Gyuyeon Lim and Myung-Kyu Yi, Contrastive Learning for Zero-Shot Human Activity Recognition Using Labeled Simple Actions on Wearable Devices, IEEE Sensors Journal (IF 4.5, CiteScore 8.2), 2025. (Source Code is Here : ZSL-HAR)
- (Accepted at 2026.01.26) Gyuyeon Lim and Myung-Kyu Yi, Prototype-Guided Physics-Modulated Perceiver for Human Activity Recognition, IEEE Internet of Things Journal (IF 8.9, CiteScore 16.3), 2026. (Source Code is Here : P2-Perceiver)
- (Accepted at 2026.02.06) Gyuyeon Lim and Myung-Kyu Yi, CAP-SSM: Context-Aware Prototypes and Selective State-Space Modeling for Efficient Wearable Human Activity Recognition, IEEE Sensors Journal (IF 4.5, CiteScore 8.2), 2026. (Source Code is Here : CAP-SSM)
- (Accepted at 2026.03.10) Gyuyeon Lim and Myung-Kyu Yi, Robust Sensor-Based Activity Recognition via Physics-Aware Disentangled Representation Learning and Feature-wise Linear Modulation Conditioning, IEEE Sensors Journal (IF 4.5, CiteScore 8.2), 2026. (Source Code is Here : PADR)
- (Accepted at 2026.03.25) JunYoung Park, Gyuyeon Lim, and Myung-Kyu Yi, Dynamics-Aware Action State Flow for Wearable Human Activity Recognition, IEEE Sensors Journal (IF 4.5, CiteScore 8.2), 2026. (Second Author)
- Research interests : Artificial Intelligence, Time-series, Representation Learning and Human Activity Recognition
print ("Contact for project collaboration and else : [email protected]", end = "\n")
links = {
"email" : "[email protected]",
"homepage" : "https://lky473736.github.io/",
"database about research" : "https://url.kr/vssur2",
"linkedin" : "https://www.linkedin.com/in/gyuyeon-lim-a24016278/",
"ORCID" : "https://orcid.org/0009-0005-7672-9812",
"Google Scholar" : "https://scholar.google.com/citations?user=S6SqhsoAAAAJ"
}