Suwan Kim
Suwan Kim
Kyung Hee University · Electrical and Electronic Engineering
Professor
Prof. 김수완
Professor's page · publicationsAbout
김수완 교수 연구실(AIDA Lab, AI-aided Design Automation)은 경희대 전자공학과 소속으로, 머신러닝을 반도체 설계자동화(EDA)에 접목하는 차세대 EDA 도구·방법론을 연구한다. 설계기술 공동최적화(DTCO), GAA·CFET 공정, 강화학습 최적화, 기생성분 추출, DRC/LVS 검증 등을 다룬다.
Research keywords
Selected publications
- Legalization-Aware Projected Gradient Descent for DRV Resolution at PlacementACM/IEEE International Symposium on Machine Learning for CAD (MLCAD) · 2026
- CFET-FP: Complementary FET Standard Cell Synthesis with Optimal Transistor Folding and Placement for Design and Technology Co-optimizationIEEE Transactions on Computer-Aided Design (TCAD) · 2026
- HyperAnalog: Domain-Aware Hypergraph Transformer for Analog Circuit Representation LearningACM/IEEE Design Automation Conference (DAC) · 2026
- Design and Utilization of Multi-skewed Multi-bit Flip-flop Cells for Timing OptimizationIEEE Transactions on Computer-Aided Design (TCAD) · 2025
Other labs in this department
- Haneul KoRecruiting
Ko Haneul
5G/6G mobile core network, network automation, mobile edge computing, softwarized networking, electric vehicular networks, mobility management
- Jeong Hoan ParkRecruiting
Park Jeong Hoan
Low-power compact system design beyond ICs: neuromorphic neural interface SoCs, self-powered IoT sensing nodes, chip-to-chip interfaces and design-for-test for 3D ICs
- Junyong ParkRecruiting
Park Junyong
Signal and power integrity (SI/PI) for advanced package design
- Hyundong ShinRecruiting
Shin Hyundong
Wireless communication, machine intelligence, and quantum information science
- Seunghyun LeeRecruiting
Lee Seunghyun
Nanoelectronic devices and circuits (neuromorphic/brain-inspired computing, resistive memory/ReRAM, processing-in-memory, 2D materials, 3D integration)
- Younghyun LimRecruiting
Lim Younghyun
아날로그/RF 집적회로 설계 (PLL, LDO, 송수신기 등) — Analog RF Circuits Lab (ARCL)