Conference
CAD & SoC Design Laboratory

Conference

Total 12건 1 페이지
2023
12 ClusterNet: Routing Congestion Prediction and Optimization using Netlist Clustering and Graph Neural Networks Kyungjun Min, Seongbin Kwon, Sung-Yun Lee, Dohun Kim, Sunghye Park, and Seokhyeong Kang IEEE/ACM International Conference on Computer-Aided Design (ICCAD) , 2023
11 Routability Prediction and Optimization Using Explainable AI Seonghyeon Park, Daeyeon Kim, Seongbin Kwon, and Seokhyeong Kang IEEE/ACM International Conference on Computer-Aided Design (ICCAD) , 2023
10 Machine Learning-based Fast Circuit Simulation for Analog Circuit Array Jaeseung Lee, Sejin Park, Minhyeok Kweon, and Seokhyeong Kang ACM/IEEE International Symposium on Machine Learning for CAD (MLCAD) , 2023
9 Multi-Source Transfer Learning for Design Technology Co-Optimization Jakang Lee, Jaeseung Lee, Seonghyeon Park, and Seokhyeong Kang IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED) , 2023
8 Reinforcement Learning-based Analog Circuit Optimizer using gm/ID for Sizing Minjeong Choi, Youngchang Choi, Kyongsu Lee, and Seokhyeong Kang ACM/IEEE Design Automation Conference (DAC) , 2023
7 Acceleration on Physical Design: Machine Learning-based Routability Optimization Seonghyeon Park, Daeyeon Kim, and Seokhyeong Kang ACM/IEEE International Workshop on System-Level Interconnect Pathfinding (SLIP) , 2023
6 FPGA-Based Accelerator for Rank-Enhanced and Highly-Pruned Block-Circulant Neural Networks Haena Song, Jongho Yoon, Dohun Kim, Eunji Kwon, Tae-Hyun Oh, and Seokhyeong Kang Design, Automation and Test in Europe Conference and Exhibition (DATE) , 2023
5 Mobile Accelerator Exploiting Sparsity of Multi-Heads, Lines and Blocks in Transformer in Computer Vision Eunji Kwon, Haena Song, Jihye Park, and Seokhyeong Kang Design, Automation and Test in Europe Conference and Exhibition (DATE) , 2023
4 MA-Opt: Reinforcement Learning-based Analog Circuit Optimization using Multi-Actors Youngchang Choi, Minjeong Choi, Kyongsu Lee, and Seokhyeong Kang Design, Automation and Test in Europe Conference and Exhibition (DATE) , 2023
3 RL-Legalizer: Reinforcement Learning-based Cell Priority Optimization in Mixed-Height Standard Cell Legalization Sung-Yun Lee, Seonghyeon Park, Daeyeon Kim, Minjae Kim, Tuyen P. Le, and Seokhyeong Kang Design, Automation and Test in Europe Conference and Exhibition (DATE) , 2023
2 Routability Prediction using Deep Hierarchical Classification and Regression Daeyeon Kim, Jakang Lee, and Seokhyeong Kang Design, Automation and Test in Europe Conference and Exhibition (DATE) , 2023
1 Graph Partitioning Approach for Fast Quantum Circuit Simulation Jaekyung Im, and Seokhyeong Kang 28th Asia and South Pacific Design Automation Conference (ASP-DAC) , 2023
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