Publications

You can also find my articles on my Google Scholar profile.

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Fully Automated Machine Learning Model Development for Analog Placement Quality Prediction

Chen-Chia Chang, Jingyu Pan, Zhiyao Xie, Yaguang Li, Yishuang Lin, Jiang Hu, and Yiran Chen
Proceedings of IEEE/ACM Asia and South Pacific Design Automation Conference (ASP-DAC), 2023
Best paper nomination

DEEP: Developing Extremely Efficient Runtime On-Chip Power Meters

Zhiyao Xie, Shiyu Li , Mingyuan Ma, Chen-Chia Chang, Jingyu Pan, Jiang Hu, and Yiran Chen
Proceedings of IEEE/ACM IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2022

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Conference Papers

Rethink before Releasing your Model: ML Model Extraction Attack in EDA pdf

Chen-Chia Chang, Jingyu Pan, Zhiyao Xie, Jiang Hu, and Yiran Chen
Proceedings of IEEE/ACM Asia and South Pacific Design Automation Conference (ASP-DAC), 2023.
(Best Paper Award)