| An efficient analog circuit sizing method based on machine learning assisted global optimization AF Budak, M Gandara, W Shi, DZ Pan, N Sun, B Liu IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2021 | 57 | 2021 |
| Dnn-opt: An rl inspired optimization for analog circuit sizing using deep neural networks AF Budak, P Bhansali, B Liu, N Sun, DZ Pan, CV Kashyap 2021 58th ACM/IEEE Design Automation Conference (DAC), 1219-1224, 2021 | 34 | 2021 |
| Reinforcement learning for electronic design automation: Case studies and perspectives AF Budak, Z Jiang, K Zhu, A Mirhoseini, A Goldie, DZ Pan 2022 27th Asia and South Pacific Design Automation Conference (ASP-DAC), 500-505, 2022 | 13 | 2022 |
| APOSTLE: Asynchronously parallel optimization for sizing analog transistors using DNN learning AF Budak, D Smart, B Swahn, DZ Pan Proceedings of the 28th Asia and South Pacific Design Automation Conference …, 2023 | 7 | 2023 |
| Machine learning for analog circuit sizing AF Budak, S Zhang, M Liu, W Shi, K Zhu, DZ Pan Machine Learning Applications in Electronic Design Automation, 307-335, 2022 | 7 | 2022 |
| CAD for Analog/Mixed‐Signal Integrated Circuits AF Budak, DZ Pan, H Chen, K Zhu, M Liu, MB Alawieh, S Zhang, W Shi, ... Advances in Semiconductor Technologies: Selected Topics Beyond Conventional …, 2022 | 6 | 2022 |
| Joint optimization of sizing and layout for AMS designs: Challenges and opportunities AF Budak, K Zhu, H Chen, S Poddar, L Zhao, Y Jia, DZ Pan Proceedings of the 2023 International Symposium on Physical Design, 84-92, 2023 | 4 | 2023 |
| A Data-Driven Analog Circuit Synthesizer with Automatic Topology Selection and Sizing S Poddar, A Budak, L Zhao, CH Hsu, S Maji, K Zhu, Y Jia, DZ Pan 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2024 | 2 | 2024 |
| Practical Layout-Aware Analog/Mixed-Signal Design Automation with Bayesian Neural Networks AF Budak, K Zhu, DZ Pan 2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD), 1-8, 2023 | 2 | 2023 |
| Toward End-to-End Analog Design Automation with ML and Data-Driven Approaches S Maji, AF Budak, S Poddar, DZ Pan 2024 29th Asia and South Pacific Design Automation Conference (ASP-DAC), 657-664, 2024 | 1 | 2024 |
| Efficient optimization methods for analog/mixed-signal integrated circuits via machine learning AF Budak | | 2023 |
