Research
Conference & Journal Papers
2025
- PoP-ECC: Robust and Flexible Error Correction against Multi-Bit Upsets in DNN Accelerators
Taewon Park, Saeid Gorgin, Dongwhee Kim, Jaeho Shin, Michael Sullivan, and Jungrae Kim
Design Automation Conference (DAC), acceptance rate = 23%, June. 2025
π BIB
@inproceedings{park2025popecc,
title={PoP-ECC: Robust and Flexible Error Correction against Multi-Bit Upsets in DNN Accelerators},
author={Park, Taewon and Gorgin, Saeid and Kim, Dongwhee and Shin, Jaeho and Sullivan, Michael and Kim, Jungrae},
booktitle={2025 62th ACM/IEEE Design Automation Conference (DAC)},
pages={1--6},
year={2025},
organization={IEEE}
}
2024
- SELCC: Enhancing MLC Reliability and Endurance with Single Cell Error Correction Codes
Yujin Lim, Dongwhee Kim, and Jungrae Kim
The Design, Automation and Test in Europe Conference (DATE), acceptance rate = 25%, March. 2024
Best Paper Award
π BIB
@inproceedings{lim2024selcc,
title={SELCC: Enhancing MLC Reliability and Endurance with Single-Cell Error Correction Codes},
author={Lim, Yujin and Kim, Dongwhee and Kim, Jungrae},
booktitle={2024 Design, Automation \& Test in Europe Conference \& Exhibition (DATE)},
pages={1--6},
year={2024},
organization={IEEE}
}
- Agile-DRAM: Agile Trade-Offs in Memory Capacity, Latency, and Energy for Data Centers
Jaeyoon Lee, Wonyeong Jung, Dongwhee Kim, Daero Kim, Junseung Lee, and Jungrae Kim
The IEEE International Symposium on High Performance Computer Architecture (HPCA), acceptance rate = 18%, March. 2024
π BIB
@inproceedings{lee2024agile,
title={Agile-DRAM: Agile Trade-Offs in Memory Capacity, Latency, and Energy for Data Centers},
author={Lee, Jaeyoon and Jung, Wonyeong and Kim, Dongwhee and Kim, Daero and Lee, Junseung and Kim, Jungrae},
booktitle={2024 IEEE International Symposium on High-Performance Computer Architecture (HPCA)},
pages={1141--1153},
year={2024},
organization={IEEE}
}
2023
- Unity ECC: Unified Memory Protection Against Bit and Chip Errors
Dongwhee Kim, Jaeyoon Lee, Wonyeong Jung, Michael Sullivan, and Jungrae Kim
The International Conference on High Performance Computing, Networking, Storage and Analysis (SC), acceptance rate = 24%, Nov. 2023
Best Student Paper Nominee
π BIB
@inproceedings{kim2023unity,
title={Unity ECC: Unified memory protection against bit and chip errors},
author={Kim, Dongwhee and Lee, Jaeyoon and Jung, Wonyeong and Sullivan, Michael and Kim, Jungrae},
booktitle={Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis},
pages={1--16},
year={2023}
}
- Synergistic Integration: An Optimal Combination of On-Die and Rank-Level ECC for Enhanced Reliability
Wonyeong Jung, Dongwhee Kim, and Jungrae Kim
The 20th International SoC Conference (ISOCC), Oct. 2023
π BIB
@inproceedings{jung2023synergistic,
title={Synergistic Integration: An Optimal Combination of On-Die and Rank-Level ECC for Enhanced Reliability},
author={Jung, Wonyeong and Kim, Dongwhee and Kim, Jungrae},
booktitle={2023 20th International SoC Design Conference (ISOCC)},
pages={305--306},
year={2023},
organization={IEEE}
}
- SCC: Efficient Error Correction Codes for MLC PCM
Yujin Lim, Dongwhee Kim, and Jungrae Kim
The 20th International SoC Conference (ISOCC), Oct. 2023
π BIB
@inproceedings{lim2023scc,
title={SCC: Efficient Error Correction Codes for MLC PCM},
author={Lim, Yujin and Kim, Dongwhee and Kim, Jungrae},
booktitle={2023 20th International SoC Design Conference (ISOCC)},
pages={303--304},
year={2023},
organization={IEEE}
}
- EPA ECC : Error-Pattern-Aligned ECC for HBM2E
Kiheon Kwon, Dongwhee Kim, Soyoung Park, and Jungrae Kim
The International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), June. 2023
π BIB
@inproceedings{kwon2023epa,
title={EPA ECC: Error-Pattern-Aligned ECC for HBM2E},
author={Kwon, Kiheon and Kim, Dongwhee and Park, Soyoung and Kim, Jungrae},
booktitle={2023 International Technical Conference on Circuits/Systems, Computers, and Communications (ITC-CSCC)},
pages={1--6},
year={2023},
organization={IEEE}
}
- DNN Retraining Method Reducing Accuracy Degradation in Packet-Lossy Environments
Dongwhee Kim*, Yujin Lim*, Syngha Han, and Jungrae Kim
Journal of KIISE, Journal, March. 2023
* Joint First Authors
π BIB
@article{κΉλν2023ν¨ν·,
title={ν¨ν· μμ€ νκ²½μμ μ νλ κ°μλ₯Ό μ€μ΄λ μ¬μΈ΅ μ κ²½λ§ μ¬νμ΅ λ°©λ²},
author={κΉλν and μμ μ§ and νμΉν and κΉμ λ},
journal={Journal of KIISE},
volume={50},
number={3},
pages={285--293},
year={2023}
}
2022
- YOCO: Unified and Efficient Memory Protection for High Bandwidth Memory
Dongwhee Kim and Jungrae Kim
The International SoC Conference (ISOCC), Oct. 2022
π BIB
@inproceedings{kim2022yoco,
title={YOCO: Unified and Efficient Memory Protection for High Bandwidth Memory},
author={Kim, Dongwhee and Kim, Jungrae},
booktitle={2022 19th International SoC Design Conference (ISOCC)},
pages={37--38},
year={2022},
organization={IEEE}
}
Patents
- METHOD AND APPARATUS FOR GENERATING CODE FOR SINGLE SYMBOL ERROR CORRECTION AND DOUBLE ERROR CORRECTION
Jungrae Kim and Dongwhee Kim
KR Patent Registration (10-2656075), Apr. 2024
- CODE GENERATION METHOD, ERROR CORRECTION CODE GENERATION APPARATUS, AND STORAGE MEDIUM STORING INSTRUCTIONS TO PERFORM CODE GENERATION METHOD (Pending)
Jungrae Kim and Dongwhee Kim
US Patent Application (18/506,336), Nov. 2023