Personal profile
In Korean
소휘수 교수(IT대학/컴퓨터학부)
Education
o (2023) Ph.D. (M.A. Integreted) Yonsei Univeristy
o (2015) B.A. Yonsei University
o (2015) B.A. Yonsei University
Professional Experience
o (2023~2025) Postdoctoral Researcher, Yonsei Unversity
o (2023~2025) Visiting research scholar, Arizona State University (상기의 연세대학교 소속으로 해당 대학에 방문연구원 신분으로 방문하였습니다)
o (2023~2025) Visiting research scholar, Arizona State University (상기의 연세대학교 소속으로 해당 대학에 방문연구원 신분으로 방문하였습니다)
Research Interests
Soft erorr, Fault tolerance, Reliability, Robustness,
Redundancy, Hardware fault, Machine learning, Adversarial attack, Out-of-distribution, Compiler, Low level virtual machine (LLVM), Multi-level intermediate representation (MLIR)
Redundancy, Hardware fault, Machine learning, Adversarial attack, Out-of-distribution, Compiler, Low level virtual machine (LLVM), Multi-level intermediate representation (MLIR)
Major Research Achievements
o Joshi, Sumedh Shridhar, Hwisoo So, Soyeong Park, Woobin Ko, Jinhyo Jung, Yohan Ko, Uiwon Hwang, Kyoungwoo Lee, and Aviral Shrivastava. "ProGIP: Protecting Gradient-based Input Perturbation Approaches for OOD Detection From Soft Errors." ACM Transactions on Embedded Computing Systems (2025). (Accepted, 2025년 10월 발표 및 출판 예정, 공동 1저자)
o Didehban, Moslem, Hwisoo So, Prudhvi Gali, Aviral Shrivastava, and Kyoungwoo Lee. "Generic soft error data and control flow error detection by instruction duplication." IEEE Transactions on Dependable and Secure Computing 21, no. 1 (2023): 78-92. (공동 교신저자)
o So, Hwisoo, Moslem Didehban, Yohan Ko, Aviral Shrivastava, and Kyoungwoo Lee. "EXPERTISE: An effective software-level redundant multithreading scheme against hardware faults." ACM Transactions on Architecture and Code Optimization (TACO) 19, no. 4 (2022): 1-26. (1저자)
o Didehban, Moslem, Hwisoo So, Prudhvi Gali, Aviral Shrivastava, and Kyoungwoo Lee. "Generic soft error data and control flow error detection by instruction duplication." IEEE Transactions on Dependable and Secure Computing 21, no. 1 (2023): 78-92. (공동 교신저자)
o So, Hwisoo, Moslem Didehban, Yohan Ko, Aviral Shrivastava, and Kyoungwoo Lee. "EXPERTISE: An effective software-level redundant multithreading scheme against hardware faults." ACM Transactions on Architecture and Code Optimization (TACO) 19, no. 4 (2022): 1-26. (1저자)
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Collaborations and top research areas from the last five years
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FRESH: Fully Reliable and Effective Protection Against Soft and Hard Errors
Son, D., So, H., Jung, J., Ko, Y., Shrivastava, A. & Lee, K., 2025, In: IEEE Access. 13, p. 105766-105785 20 p.Research output: Contribution to journal › Article › peer-review
Open Access -
ProGIP: Protecting Gradient-Based Input Perturbation Approaches for OOD Detection from Soft Errors
Joshi, S. S., So, H., Park, S., Ko, W., Jung, J., Ko, Y., Hwang, U., Lee, K. & Shrivastava, A., 3 Oct 2025, In: ACM Transactions on Embedded Computing Systems. 24, 5 s, 118.Research output: Contribution to journal › Article › peer-review
Open Access -
Adversarial Defense on Harmony: Reverse Attack for Robust AI Models Against Adversarial Attacks
Kim, Y., Jung, J., Kim, H., So, H., Ko, Y., Shrivastava, A., Lee, K. & Hwang, U., 2024, In: IEEE Access. 12, p. 176485-176497 13 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
Generic Soft Error Data and Control Flow Error Detection by Instruction Duplication
Didehban, M., So, H., Gali, P., Shrivastava, A. & Lee, K., 1 Jan 2024, In: IEEE Transactions on Dependable and Secure Computing. 21, 1, p. 78-92 15 p., 3245842.Research output: Contribution to journal › Article › peer-review
14 Scopus citations -
Maintaining Sanity: Algorithm-based Comprehensive Fault Tolerance for CNNs
Jung, J., So, H., Ko, W., Joshi, S. S., Kim, Y., Ko, Y., Shrivastava, A. & Lee, K., 7 Nov 2024, Proceedings of the 61st ACM/IEEE Design Automation Conference, DAC 2024. Institute of Electrical and Electronics Engineers Inc., 59. (Proceedings - Design Automation Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access2 Scopus citations