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Yaguang Li
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A customized graph neural network model for guiding analog IC placement
Y Li, Y Lin, M Madhusudan, A Sharma, W Xu, SS Sapatnekar, R Harjani, ...
Proceedings of the 39th International Conference on Computer-Aided Design, 1-9, 2020
852020
ALIGN: A system for automating analog layout
T Dhar, K Kunal, Y Li, M Madhusudan, J Poojary, AK Sharma, W Xu, ...
IEEE Design & Test 38 (2), 8-18, 2020
592020
Exploring a machine learning approach to performance driven analog IC placement
Y Li, Y Lin, M Madhusudan, A Sharma, W Xu, S Sapatnekar, R Harjani, ...
2020 IEEE computer society annual symposium on VLSI (ISVLSI), 24-29, 2020
352020
A Circuit Attention Network-Based Actor-Critic Learning Approach to Robust Analog Transistor Sizing
Y Li, Y Lin, M Madhusudan, A Sharma, S Sapatnekar, R Harjani, J Hu
2021 ACM/IEEE 3rd Workshop on Machine Learning for CAD (MLCAD), 1-6, 2021
182021
Are analytical techniques worthwhile for analog IC placement?
Y Lin, Y Li, D Fang, M Madhusudan, SS Sapatnekar, R Harjani, J Hu
2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), 154-159, 2022
172022
From specification to silicon: Towards analog/mixed-signal design automation using surrogate NN models with transfer learning
J Liu, S Su, M Madhusudan, M Hassanpourghadi, S Saunders, Q Zhang, ...
2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-9, 2021
162021
Fast and Efficient Constraint Evaluation of Analog Layout Using Machine Learning Models
T Dhar, J Poojary, Y Li, K Kunal, M Madhusudan, AK Sharma, SD Manasi, ...
Proceedings of the 26th Asia and South Pacific Design Automation Conference …, 2021
82021
The ALIGN open-source analog layout generator: v1. 0 and beyond
T Dhar, K Kunal, Y Li, Y Lin, M Madhusudan, J Poojary, AK Sharma, ...
Proceedings of the 39th International Conference on Computer-Aided Design, 1-2, 2020
82020
Analog Layout Generation using Optimized Primitives
M Madhusudan, AK Sharma, Y Li, J Hu, SS Sapatnekar, R Hajiani
2021 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2021
72021
NVCell 2: Routability-Driven Standard Cell Layout in Advanced Nodes with Lattice Graph Routability Model
CT Ho, A Ho, M Fojtik, M Kim, S Wei, Y Li, B Khailany, H Ren
Proceedings of the 2023 International Symposium on Physical Design, 44-52, 2023
52023
Machine Learning for Analog Layout
SM Burns, H Chen, T Dhar, R Harjani, J Hu, N Karmokar, K Kunal, Y Li, ...
Machine Learning Applications in Electronic Design Automation, 505-544, 2022
52022
Performance-driven Wire Sizing for Analog Integrated Circuits
Y Li, Y Lin, M Madhusudan, A Sharma, S Sapatnekar, R Harjani, J Hu
ACM Transactions on Design Automation of Electronic Systems 28 (2), 1-23, 2022
42022
An outlier detection method and its application to multicore-chip power estimation
Y Li, P Zhou
2017 IEEE 12th International Conference on ASIC (ASICON), 460-463, 2017
42017
Fully automated machine learning model development for analog placement quality prediction
CC Chang, J Pan, Z Xie, Y Li, Y Lin, J Hu, Y Chen
Proceedings of the 28th Asia and South Pacific Design Automation Conference …, 2023
32023
A Cross-Layer Framework for Temporal Power and Supply Noise Prediction
Y Li, C Zhuo, P Zhou
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2018
32018
Mapping Large Scale Finite Element Computing on to Wafer-Scale Engines
Y Lin, R Liang, Y Li, H Hu, J Hu
2022 27th Asia and South Pacific Design Automation Conference (ASP-DAC), 147-153, 2022
22022
Novel Transformer Model Based Clustering Method for Standard Cell Design Automation
CT Ho, A Chandna, D Guan, A Ho, M Kim, Y Li, H Ren
Proceedings of the 2024 International Symposium on Physical Design, 195-203, 2024
12024
MMM: Machine Learning-Based Macro-Modeling for Linear Analog ICs and ADC/DACs
Y Lin, Y Li, M Madhusudan, SS Sapatnekar, R Harjani, J Hu
2023 ACM/IEEE 5th Workshop on Machine Learning for CAD (MLCAD), 1-6, 2023
12023
Deep Learning for Spatial Supply Noise Estimation in a Processor Chip
R Weng, Y Li, W Gao, L Wang, X Kou, P Zhou
2018 14th IEEE International Conference on Solid-State and Integrated …, 2018
12018
A Transferable GNN-based Multi-Corner Performance Variability Modeling for Analog ICs
H Zhou, Y Li, X Xiong, P Zhou
2024 29th Asia and South Pacific Design Automation Conference (ASP-DAC), 411-416, 2024
2024
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