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Yearim Kim
PhD student, Department of intelligence and information, Seoul National University
Joined
March 2022
Names
Yearim Kim
(Preferred)
,
Yerim Kim
Emails
****@snu.ac.kr
(Confirmed)
Personal Links
Homepage
Career & Education History
PhD student
Department of intelligence and information,
Seoul National University
(snu.ac.kr)
2023
–
Present
MS student
Department of intelligence and information,
Seoul National University
(snu.ac.kr)
2021
–
2023
Undergrad student
Statistics,
Korea University
(korea.ac.kr)
2017
–
2021
Advisors, Relations & Conflicts
Coauthor
Jinyung Hong
2024
–
Present
Coauthor
Keun Hee Park
2024
–
Present
Coauthor
Sangyu Han
2022
–
Present
PhD Advisor
Nojun Kwak
2021
–
Present
Expertise
Inner Interpretability
2024
–
Present
Developmental Interpretability
2024
–
Present
Mechanistic Interpretatbility
2023
–
Present
eXplainable AI (XAI)
2022
–
Present
Publications
Decompose the model: mechanistic interpretability in image models with generalized integrated gradients (GIG)
Yearim Kim
,
Sangyu Han
,
Han Sangbum
,
Nojun Kwak
Submitted to ICLR 2025
Readers:
Everyone
Respect the model: Fine-grained and Robust Explanation with Sharing Ratio Decomposition
Sangyu Han
,
Yearim Kim
,
Nojun Kwak
ICLR 2024 poster
Readers:
Everyone
Co-Authors
Han Sangbum
Nojun Kwak
Sangyu Han