I am Postdoctoral Researcher at Pohang University of Science and Technology (POSTECH), Korea. I am working with Professor Seokhyeong Kang at CAD & SoC Design Lab.

My current research interests include AI-driven EDA (Electronic Design Automation), physical design optimization, and deep learning hardware.

☎️ Contact Information

📧 [email protected]

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🔗 Google Scholar

👨🏻‍💻 Work Experiences

| Postdoctoral Researcher | 2026.03 - Present | POSTECH Institute of Artificial Intelligence (PIAI) Advisor: Prof. Seokhyeong Kang | | --- | --- | --- | | Graduate Student Researcher | 2021.02 - 2026.02 | CAD & SoC Design Lab in POSTECH Advisor: Prof. Seokhyeong Kang | | Research Intern | 2023.06 - 2023.08 | Samsung Advanced Institute of Technology (SAIT) ML TU, AIDA Team | | Undergraduate Student Researcher | 2020.02 - 2021.02 | CAD & SoC Design Lab in POSTECH Advisor: Prof. Seokhyeong Kang |

📚 Education

| M.S.-Ph.D. in Electrical Engineering | 2021.02 - 2026.02 | Pohang University of Science and Technology (POSTECH), Pohang, Republic of Korea Advisor: Prof. Seokhyeong Kang Dissertation: A Study on AI-Driven EDA for Efficient VLSI Physical Design: Leveraging Prediction, Generation, and Exploration | | --- | --- | --- | | B.S. in Electrical Engineering | 2017.02 - 2021.02 | Pohang University of Science and Technology (POSTECH), Pohang, Republic of Korea |

📝 Publications

Conference

  1. Jaemin Seo, Myungjun Kook, Jongho Yoon, and Seokhyeong Kang, “Differentiable Multi-corner Bus Skew Synchronization via Neural Surrogate Model,” in 2026 45th ACM/IEEE International Conference on Computer-Aided Design (ICCAD), Accepted.
  2. Jongho Yoon, Jinsung Jeon and Seokhyeong Kang, “Physics-Guided Geometric Diffusion for Macro Placement Generation,” in 2026 35th International Joint Conference on Artificial Intelligence (IJCAI), Accepted.
  3. Jongho Yoon, Jinsung Jeon and Seokhyeong Kang, “Late Breaking Results: A Geometric Diffusion Model for Macro Placement Generation,” in 2025 62th ACM/IEEE Design Automation Conference (DAC), 2025.
  4. Jongho Yoon, Jakang Lee, Donggyu Kim, Junseok Hur, and Seokhyeong Kang, “ParaFormer: A Hybrid Graph Neural Network and Transformer Approach for Pre-Routing Parasitic RC Prediction,” in 2025 Asia and South Pacific Design Automation Conference (ASP-DAC), 2025.
  5. Jinoh Cho, Jaekyung Im, Jaeseung Lee, Kyungjun Min, Seonghyeon Park, Jaemin Seo, Jongho Yoon, and Seokhyeong Kang, ”Leveraging Machine Learning Techniques to Enhance Traditional EDA Workflows”, in 2025 Asia and South Pacific Design Automation Conference (ASP‐DAC), 2025.