Personal profile
Research interests
- HW-Aware Neural Architecture Search
- HW/SW Co-Design
- Neural Processing Unit
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Dive into the research topics where Jaehyeong Sim is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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DS-CAE: A Dual-Stream Cross-Attentive Autoencoder for Robust and Cluster-Aware Retrieval-Augmented Generation
Choi, S., Lee, Y., Kim, J., Lee, M. & Sim, J., 2025, Proceedings of the 2025 IEEE International Conference on Communications, Computing, Cybersecurity and Informatics, CCCI 2025. Obaidat, M. S., Zhang, L., Nicopolitidis, P., Guo, Y. & Zhang, X. (eds.). Institute of Electrical and Electronics Engineers Inc., (Proceedings of the 2025 IEEE International Conference on Communications, Computing, Cybersecurity and Informatics, CCCI 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Enhancing Gender Prediction Model Performance through Automatic Individual Entity Extraction and Class Balance
Kim, C., Kim, E., Kim, Y., Sim, J. & Kim, J., 2025, Proceedings - 2025 IEEE International Conference on Big Data and Smart Computing, BigComp 2025. 2025 ed. Institute of Electrical and Electronics Engineers Inc., p. 120-121 2 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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MAGNETO: A Genetic Algorithm-Based Power-Aware Mapping Optimization Framework for Mobile NPUs
Lee, E., Lee, J., Lim, H. & Sim, J., 2025, Proceedings of the 2025 IEEE International Conference on Communications, Computing, Cybersecurity and Informatics, CCCI 2025. Obaidat, M. S., Zhang, L., Nicopolitidis, P., Guo, Y. & Zhang, X. (eds.). Institute of Electrical and Electronics Engineers Inc., (Proceedings of the 2025 IEEE International Conference on Communications, Computing, Cybersecurity and Informatics, CCCI 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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PRISM-Med: Parameter-Efficient Robust Interdomain Specialty Model for Medical Language Tasks
Kang, J., Ryu, H. & Sim, J., 2025, In: IEEE Access. 13, p. 4957-4965 9 p.Research output: Contribution to journal › Article › peer-review
Open Access -
ViT-Slim: A Genetic Algorithm-based NAS Framework for Efficient Vision Transformer Design
Yoo, E. & Sim, J., 2025, Proceedings - 2025 IEEE Conference on Artificial Intelligence, CAI 2025. Institute of Electrical and Electronics Engineers Inc., p. 796-802 7 p. (Proceedings - 2025 IEEE Conference on Artificial Intelligence, CAI 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations