Research Scientist @ a2sys
Ph.D. student @ VIA research group
KAIST School of Electrical Engineering
byeongjun.shin@a2sys.ai
Jinha Chung, Byeongjun Shin, Jiin Kim, Minsoo Rhu, "Agent-X: Full Pipeline Acceleration of On-device AI Agents," MobiSys-2026
Acceptance Rate: 22% (68 among 304)
Jiin Kim, Byeongjun Shin, Jinha Chung, Minsoo Rhu, "The Cost of Dynamic Reasoning: Demystifying AI Agents and Test-Time Scaling from an AI Infrastructure Perspective," HPCA-2026
Acceptance Rate: 20% (119 among 602)
[Paper]
Ph.D. in School of Electrical Engineering, KAIST, 2026.09 - Present
Advisor: Prof. Minsoo Rhu
M.S. in Graduate School of AI Semiconductor, KAIST, 2024.09 - 2026.08
Advisor: Prof. Minsoo Rhu
B.S. in Electrical Engineering, KAIST, 2019.03 - 2024.08
Summa Cum Laude
Research Scientist at a2sys, 2026.06 - Present
Undergraduate research intern at Vertically Intergrated Architecture research group, KAIST, 2023.12 - 2024.08
Undergraduate research intern at Unmanned Systems Research Group, KAIST, 2021.06 - 2021.08
Assisted with research on image recognition and a simulator for Indy Autonomous Challenge