Personal profile
Education
ㅇ(2012) M.S., KAIST
ㅇ(2018) Ph.D., Georgia Institute of Technology
Professional Experience
ㅇ (Mar 2024 ~ Present) Associate Professor, KAIST, Daejeon
ㅇ (Dec. 2019~ Feb 2024) Assistant Professor, KAIST, Daejeon
ㅇ (Aug 2018~ Nov 2019) Deep Learning Acceleration Solution Architect, Bigstream Solutions, California
Research interests
ㅇ Enabling On-Device AI Systems
ㅇ Leveraging Processing-in-Memory for AI Systems
ㅇ Designing Flexible AI Compiler Frameworks
Major Research Achievements
o Processing-in-memory acceleration for energy-efficient inference of transformer models
o On-device acceleration of adaptive AI workloads for robotic and autonomous systems
o Compiler/runtime framework for flexible and programmable AI deployments
Fingerprint
- 1 Similar Profiles
Collaborations and top research areas from the last five years
-
Understanding the Performance Behaviors of End-to-End Protein Design Pipelines on GPUs
Hwang, J., Hwang, Y., Meaza, T., Bae, H. & Park, J., 2026, In: IEEE Computer Architecture Letters. 25, 1, p. 9-12 4 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Déjà Vu: Efficient Video-Language Query Engine with Learning-based Inter-Frame Computation Reuse
Hwang, J., Kim, D., Lee, S., Kim, Y., Heo, G., Kim, H., Jeong, Y., Meaza, T., Park, E., Ahn, J. & Park, J., 2025, In: Proceedings of the VLDB Endowment. 18, 10, p. 3284-3298 15 p.Research output: Contribution to journal › Conference article › peer-review
-
LLMServingSim2.0: A Unified Simulator for Heterogeneous Hardware and Serving Techniques in LLM Infrastructure
Cho, J., Choi, H. & Park, J., 2025, In: IEEE Computer Architecture Letters. 24, 2, p. 361-364 4 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
MixDiT: Accelerating Image Diffusion Transformer Inference With Mixed-Precision MX Quantization
Kim, D., Hwang, J., Oh, C. & Park, J., 2025, In: IEEE Computer Architecture Letters. 24, 1, p. 141-144 4 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Oaken: Fast and Efficient LLM Serving with Online-Offline Hybrid KV Cache Quantization
Kim, M., Hong, S., Ko, R. W., Choi, S., Lee, H., Kim, J., Kim, J. Y. & Park, J., 21 Jun 2025, ISCA 2025 - Proceedings of the 52nd Annual International Symposium on Computer Architecture. Institute of Electrical and Electronics Engineers Inc., p. 482-497 16 p. (Proceedings - International Symposium on Computer Architecture).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access6 Scopus citations
Press/Media
-
Gold structures improve spin wave transfer to address electronics overheating problem
Kim, S. K., Park, J.-E., Kwon, S., Park, J., Park, J., Park, J., Park, J.-K., Park, J. C., Park, J., Park, J. & Park, J.
22/10/24
1 item of Media coverage
Press/Media
-
Researchers from School of Computing Report on Findings in Information Technology (Cerberus: Triple Mode Acceleration of Sparse Matrix and Vector Multiplication)
11/07/24
1 item of Media coverage
Press/Media
-
In The World's Smallest Ball Game, Scientists Throw And Catch Single Atoms Using Light
Ahn, J., Park, J.-E., Park, J., Park, J.-K., Park, J. C. & Park, J.
10/03/23
1 item of Media coverage
Press/Media
-
In the world’s smallest ball game, scientists throw and catch single atoms using light
Ahn, J., Park, J.-E., Park, J., Park, J.-K., Park, J. C. & Park, J.
10/03/23
1 item of Media coverage
Press/Media