Current member
CAD & SoC Design Laboratory

Current member

Jaemin Seo

MS-Ph.D. student at EE, POSTECH from 2021

  •   Tel : +82-54-279-5587
  •   Location : Science Building II 308, 77 Cheongam-Ro. Nam-Gu. Pohang. Gyeongbuk. Korea 37673
  •   Email : seojm@postech.ac.kr

Education

  • BS. from EE, POSTECH, Pohang (Mar. 2017 - Aug. 2021)

Research Area

  • VLSI CAD, Physical Design, AI-EDA

Conference Paper

  • J. Ahn, J. Cho, J. Seo, J. Lee, J. Lee and S. Kang, “A Heterogeneous Graph-based Gate Sizer Integrating Graph Attention Network and Transformer,” IEEE/ACM Asia and South Pacific Design Automation Conference (ASP-DAC), 2026.
  • J. Cho, J. Im, J. Lee, K. Min, S. Park, J. Seo, J. Yoon and S. Kang, “Leveraging Machine Learning Techniques to Enhance Traditional EDA Workflows,” IEEE/ACM Asia and South Pacific Design Automation Conference (ASP‐DAC), 2025. (Invited Paper)
  • J. Seo, S. Park, J. Seo and S. Kang, “Post‐place Optimization Using Multi‐agent Reinforcement Learning,” International SoC Design Conference (ISOCC), 2024. (ISOCC 2024 Synopsys Award)
  • J. Seo, S. Park, and S. Kang, “Improving Timing & Power Trade‐off in Post‐place Optimization Using Multi‐agent Reinforcement Learning,” IEEE/ACM International Conference on Computer‐Aided Design (ICCAD), 2024.
  • J. Seo, S. Park, and S. Kang, “Unveiling the Black‐Box: Leveraging Explainable AI for FPGA Design Space Optimization,” IEEE/ACM Design, Automation and Test in Europe Conference & Exhibition (DATE), 2024.
  • J. Seo, K. Min and S. Kang, “SAT‐based Minimum Patch Generation for Functional ECO”, The 29th Korean Conference on Semiconductors (KCS), 2022.

Patents

  • 강석형, 서재민, and 박세진, “다중 에이전트 강화학습을 활용하여 디지털회로 타이밍 및 전력을 동시에 결정하는 방법 및 장치,” 출원번호: 10‐2025‐0106678, 등록(공개)번호: (진행중) (2025)

  • Seokhyeong Kang, Jaemin Seo, and Sejin Park, “METHOD AND APPARATUS FOR SIMULTANEOUSLY DETERMINING DIGITAL CIRCUIT TIMING AND POWER USING MULTI-AGENT REINFORCEMENT LEARNING,” Appl. No.: 19/410,408, Patent Np.: (WIP) (2025)

Awards/Contests

  • 2025 POSTECH‐EE Excellent Research Performance Contest ‐ 2nd Prize
  • 2024 ISOCC conference - Synopsys Award
  • 2022 ISPD 2022 Contest ‐ Honorable mention
  • 2020 Summer SK Hynix Undergraduate Internship Best Intern Award ‐ 1st in CIS group