Curriculum Vitae
Basics
Name | Yehjin Shin |
yehjin.shin@yonsei.ac.kr | |
URL | https://yehjin-shin.github.io |
Languages | Korean, English |
Education
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2024.09 ~ Ph.D. in Computer Science
Korea Advanced Institute of Science and Technology (KAIST), South Korea - GPA - / -
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2023.03 ~ 2024.08 M.S. in Computer Science
Yonsei University, South Korea - GPA 4.21 / 4.3
- Combined Bachelor’s‐Master’s Degree Program Scholarships (full tuition waiver for 3 semesters of master’s program)
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2019.03 ~ 2023.02 B.A. in Applied Statistics & B.S. in Computer Science
Yonsei University, South Korea - GPA 4.11 / 4.3
- Honors in 2020 spring semester (awarded to top 10% of the students)
- Honors in 2021 spring semester (awarded to top 10% of the students)
Experience
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2023.03 ~ -
2021.12 ~ 2023.02 -
2021.06 ~ 2021.08 Data Scientist
Mondrian AI
Publication
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Graph Convolutions Enrich the Self-Attention in Transformers!
- Jeongwhan Choi, Hyowon Wi, Jayoung Kim, Yehjin Shin, Kookjin Lee, Nathaniel Trask, and Noseong Park
- In Neural Information Processing Systems, 2024
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Polynomial-based Self-Attention for Table Representation learning
- Jayoung Kim, Yehjin Shin, Jeongwhan Choi, Hyowon Wi, and Noseong Park
- In International Conference on Machine Learning, 2024
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An Attentive Inductive Bias for Sequential Recommendation Beyond the Self-Attention
- Yehjin Shin, Jeongwhan Choi, Hyowon Wi, and Noseong Park
- In Proceedings of the AAAI Conference on Artificial Intelligence, 2024
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Continuous-time Autoencoders for Regular and Irregular Time Series Imputation
- Hyowon Wi, Yehjin Shin, Noseong Park, Sungpil Woo, and Sunhwan Lim
- In Proceedings of the Fifteenth ACM International Conference on Web Search and Data Mining, 2024
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SOS: Score-based oversampling for tabular data
- Jayoung Kim, Chaejeong Lee, Yehjin Shin, Sewon Park, Minjung Kim, Noseong Park, and Jihoon Cho
- In Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2022