Conference
CAD & SoC Design Laboratory

Conference

Total 193건 2 페이지
2025
178 Diffusion-Enhanced Graph Transformer with Reinforcement Learning for Transferable Analog Circuit Optimizer Ho-Jin Lee, Kyeong-Jun Lee, Jaehoon Lee, Kyu-Jin Choi, Geunyong Choi, Youngchang Choi, Kyongsu Lee, Seokhyeong Kang, and Jae-Yoon Sim ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED) , 2025
177 Late Breaking Results: A Geometric Diffusion Model for Macro Placement Generation Jongho Yoon, Jinsung Jeon, and Seokhyeong Kang ACM/IEEE Design Automation Conference (DAC) , 2025
176 Late Breaking Results: Fine-Tuning LLMs for Test Stimuli Generation Hyeonwoo Park, Seonghyeon Park, and Seokhyeong Kang ACM/IEEE Design Automation Conference (DAC) , 2025
175 FedEDA: Federated Learning Framework for Privacy-Preserving Machine Learning in EDA JoonSeok Kim*, Donggyu Kim*, Seonghyeon Park, and Seokhyeong Kang ACM/IEEE Design Automation Conference (DAC) , 2025
174 Improving LLM-based Verilog Code Generation with Data Augmentation and RL Kyungjun Min*, Seonghyeon Park*, Hyeonwoo Park, Jinoh Cho, and Seokhyeong Kang Design, Automation and Test in Europe Conference and Exhibition (DATE) , 2025
173 Neural Circuit Parameter Prediction for Efficient Quantum Data Loading Dohun Kim, Sunghye Park, and Seokhyeong Kang Design, Automation and Test in Europe Conference and Exhibition (DATE) , 2025
172 LIBMixer: An all-MLP Architecture for Cell Library Characterization towards Design Space Optimization Jaeseung Lee, Sunggyu Jang, Jakang Lee, and Seokhyeong Kang 30th Asia and South Pacific Design Automation Conference (ASP-DAC) , 2025
171 ParaFormer: A Hybrid Graph Neural Network and Transformer Approach for Pre-Routing Parasitic RC Prediction Jongho Yoon, Jakang Lee, Donggyu Kim, Junseok Hur, and Seokhyeong Kang 30th Asia and South Pacific Design Automation Conference (ASP-DAC) , 2025
170 Leveraging Machine Learning Techniques for Traditional EDA Workflow Enhancement Jinoh Cho, Jaekyung Im, Jaeseung Lee, Kyungjun Min, Seonghyeon Park, Jaemin Seo, Jongho Yoon, and Seokhyeong Kang 30th Asia and South Pacific Design Automation Conference (ASP-DAC) , 2025
169 PC-Opt: Partition and Conquest-based Optimizer using Multi-Agents for Complex Analog Circuits Youngchang Choi, Sejin Park, Ho-jin Lee, Kyongsu Lee, Jae-Yoon Sim, and Seokhyeong Kang 30th Asia and South Pacific Design Automation Conference (ASP-DAC) , 2025
2024
168 Improving Timing & Power Trade-off in Post-place Optimization Using Multi-agent Reinforcement Learning Jaemin Seo, Sejin Park, and Seokhyeong Kang ACM/IEEE International Conference on Computer-Aided Design (ICCAD) , 2024
167 RL-Fill: Timing-Aware Fill Insertion Using Reinforcement Learning Jinoh Cho, Seonghyeon Park, Jakang Lee, Sung-Yun Lee, Jinmo Ahn, and Seokhyeong Kang ACM/IEEE International Conference on Computer-Aided Design (ICCAD) , 2024
166 TA3D: Timing-Aware 3D IC Partitioning and Placement by Optimizing the Critical Path Donggyu Kim, Minjae Kim, Junseok Hur, Jakang Lee, Jinoh Cho, and Seokhyeong Kang ACM/IEEE International Symposium on Machine Learning for CAD (MLCAD) , 2024
165 RL-PTQ: RL-based Mixed Precision Quantization for Hybrid Vision Transformers Eunji Kwon, Minxuan Zhou, Weihong Xu, Tajana Rosing and Seokhyeong Kang ACM/IEEE Design Automation Conference (DAC) , 2024
164 SkyPlace: A New Mixed-size Placement Framework using Modularity-based Clustering and SDP Relaxation Jaekyung Im and Seokhyeong Kang ACM/IEEE Design Automation Conference (DAC) , 2024
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