Publications

Legalization-Aware Projected Gradient Descent for DRV Resolution at Placement

Suwan Kim, Taewhan Kim

ACM/IEEE International Symposium on Machine Learning for CAD (MLCAD)

ATLAS: Adaptive TDA-guided Landscape-Aware Transistor Sizing

Youngmin Oh, Jihwan Won, Yuntae Park, Bosun Hwang, Suwan Kim

IEEE/ACM International Conference on Computer-Aided Design (ICCAD)

HyperAnalog: Domain-Aware Hypergraph Transformer for Analog Circuit Representation Learning

Taejin Paik, Suwan Kim

ACM/IEEE Design Automation Conference (DAC)

CFET-FP: Complementary FET Standard Cell Synthesis with Optimal Transistor Folding and Placement for Design and Technology Co-optimization

Suwan Kim, Taewhan Kim

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD)

M3: Mamba-assisted Multi-Circuit Optimization via Model-based RL with Effective Scheduling

Youngmin Oh, Jinje Park, Taejin Paik, Seunggeun Kim, Suwan Kim, Yoon Hyeok Lee, David Z. Pan

IEEE/ACM International Conference on Computer-Aided Design (ICCAD)

Capacitance Extraction via Machine Learning with Application to Interconnect Geometry Exploration

Cheng-Yu Tsai, Suwan Kim, Sung Kyu Lim

IEEE/ACM International Conference on Computer-Aided Design (ICCAD)

Design and Utilization of Multi-skewed Multi-bit Flip-flop Cells for Timing Optimization: Design and Technology Co-optimization

Suwan Kim, Taewhan Kim

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD)

Optimal Transistor Folding and Placement for Synthesizing Standard Cells of Complementary FET Technology

Suwan Kim, Taewhan Kim

ACM/IEEE Design Automation Conference (DAC)

Methodology of Resolving Design Rule Checking Violations Coupled with Fully Compatible Prediction Model

Suwan Kim, Hyunbum Park, Kyeonghyeon Baek, Kyumyung Choi, Taewhan Kim

ACM International Symposium on Physical Design (ISPD)

Pin Accessibility and Routing Congestion Aware DRC Hotspot Prediction for Designs in Advanced Technology Nodes With Consolidated Practical Applicability and Sustainability

Hyunbum Park, Kyeonghyeon Baek, Suwan Kim, Kyumyung Choi, Taewhan Kim

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD)

Comprehensive Physical Design Flow Incorporating 3D Connections for Monolithic 3D ICs

Suwan Kim, Heechun Park

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD)

Design and Technology Co-optimization for Useful Skew Scheduling on Multi-bit Flip-flops

Suwan Kim, Taewhan Kim

IEEE/ACM International Conference on Computer-Aided Design (ICCAD)

Pin Accessibility and Routing Congestion Aware DRC Hotspot Prediction using Graph Neural Network and U-Net

Kyeonghyeon Baek, Hyunbum Park, Suwan Kim, Kyumyung Choi, Taewhan Kim

IEEE/ACM International Conference on Computer-Aided Design (ICCAD)

Tightly Linking 3D via Allocation towards Routing Optimization for Monolithic 3D ICs

Suwan Kim, Sehyeon Chung, Taewhan Kim, Heechun Park

ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED)

Pin Accessibility-driven Placement Optimization with Accurate and Comprehensive Prediction Model

Suwan Kim, Taewhan Kim

IEEE/ACM Design, Automation and Test in Europe Conference (DATE)

Practical Approach to Cell Replacement for Resolving Pin Inaccessibility

Suwan Kim, Taewhan Kim

IEEE International Midwest Symposium on Circuits and Systems (MWSCAS)

Boosting Pin Accessibility Through Cell Layout Topology Diversification

Suwan Kim, Kyeongrok Jo, Taewhan Kim

IEEE/ACM Asia and South Pacific Design Automation Conference (ASP-DAC)