| 2024 | ASPDAC | Toward End-to-End Analog Design Automation with ML and Data-Driven Approaches (Invited Paper). | Supriyo Maji, Ahmet Faruk Budak, Souradip Poddar, David Z. Pan |
| 2024 | DATE | A Data-Driven Analog Circuit Synthesizer with Automatic Topology Selection and Sizing. | Souradip Poddar, Ahmet Faruk Budak, Linran Zhao, Chen-Hao Hsu, Supriyo Maji, Keren Zhu, Yaoyao Jia, David Z. Pan |
| 2023 | ASPDAC | APOSTLE: Asynchronously Parallel Optimization for Sizing Analog Transistors Using DNN Learning. | Ahmet Faruk Budak, David Smart, Brian Swahn, David Z. Pan |
| 2023 | ICCAD | Practical Layout-Aware Analog/Mixed-Signal Design Automation with Bayesian Neural Networks. | Ahmet Faruk Budak, Keren Zhu, David Z. Pan |
| 2022 | ASPDAC | Reinforcement Learning for Electronic Design Automation: Case Studies and Perspectives: (Invited Paper). | Ahmet Faruk Budak, Zixuan Jiang, Keren Zhu, Azalia Mirhoseini, Anna Goldie, David Z. Pan |
| 2021 | DAC | DNN-Opt: An RL Inspired Optimization for Analog Circuit Sizing using Deep Neural Networks. | Ahmet Faruk Budak, Prateek Bhansali, Bo Liu, Nan Sun, David Z. Pan, Chandramouli V. Kashyap |