1. Kourosh Hakhamaneshi 2022. Pretraining Graph Neural Networks for Few-shot Analog Circuit Modeling and Design. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (2022).
2. Guyue Huang 2021. Machine learning for electronic design automation: A survey. ACM Transactions on Design Automation of Electronic Systems (2021).
3. CongestionNet: Routing Congestion Prediction Using Deep Graph Neural Networks
4. Tyler Lu 2010. Contextual multi-armed bandits. In Proceedings of the Thirteenth international conference on Artificial Intelligence and Statistics.
5. Wenlong Lyu 2018. Batch Bayesian optimization via multi-objective acquisition ensemble for automated analog circuit design. In International conference on machine learning.