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Biography

Jingyu Pan has been a Ph.D. student in the Electrical and Computer Engineering department at Duke University since 2022. He is a member of Duke's Computational Evolutionary Intelligence Lab, studying under Professor Yiran Chen. Before coming to Duke, He received a Bachelor of Engineering in Information Engineering at Zhejiang University in China. His research interest includes machine learning algorithms for electronic computer-aided design.

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Education and qualifications (2)

Duke University: Durham, North Carolina, US

2020-08 to present | Ph.D. (Electrical and Computer Engineering)
Education
Source: Self-asserted source
Jingyu Pan

Zhejiang University: Hangzhou, Zhejiang, CN

2016-09 to 2020-06 | Bachelor of Engineering (Information Science & Electronic Engineering)
Education
Source: Self-asserted source
Jingyu Pan

Works (6)

A Survey of Research in Large Language Models for Electronic Design Automation

ACM Transactions on Design Automation of Electronic Systems
2025-05-31 | Journal article
DOI: 10.1145/3715324
Contributors: Jingyu Pan; Guanglei Zhou; Chen-Chia Chang; Isaac Jacobson; Jiang Hu; Yiran Chen
Source: check_circle
Crossref

PRICING: Privacy-Preserving Circuit Data Sharing Framework for Lithographic Hotspot Detection

2025-01-20 | Conference paper
DOI: 10.1145/3658617.3697773
Contributors: Chen-Chia Chang; Wan-Hsuan Lin; Jingyu Pan; Guanglei Zhou; Zhiyao Xie; Jiang Hu; Yiran Chen
Source: check_circle
Crossref

Lithography Hotspot Detection Based on Heterogeneous Federated Learning With Local Adaptation and Feature Selection

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
2024-05 | Journal article
DOI: 10.1109/TCAD.2023.3332841
Contributors: Jingyu Pan; Xuezhong Lin; Jinming Xu; Yiran Chen; Cheng Zhuo
Source: check_circle
Crossref

Toward Fully Automated Machine Learning for Routability Estimator Development

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
2024-03 | Journal article
DOI: 10.1109/TCAD.2023.3330818
Contributors: Chen-Chia Chang; Jingyu Pan; Zhiyao Xie; Tunhou Zhang; Jiang Hu; Yiran Chen
Source: check_circle
Crossref

The Dark Side: Security and Reliability Concerns in Machine Learning for EDA

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
2023-04 | Journal article
DOI: 10.1109/TCAD.2022.3199172
Contributors: Zhiyao Xie; Jingyu Pan; Chen-Chia Chang; Jiang Hu; Yiran Chen
Source: check_circle
Crossref

Preplacement Net Length and Timing Estimation by Customized Graph Neural Network

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
2022-11 | Journal article
DOI: 10.1109/TCAD.2022.3149977
Contributors: Zhiyao Xie; Rongjian Liang; Xiaoqing Xu; Jiang Hu; Chen-Chia Chang; Jingyu Pan; Yiran Chen
Source: check_circle
Crossref
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