Jingyu Pan

33 papers A* 2A 8Journal 17Unranked 6
YearRankTypeTitle / Venue / Authors
2026 — conf
AstroTune: AST-Assisted LLM Retrieval for Cross-Stage Design Flow Parameter Tuner.
ISPD
Runzhi Wang, Jingyu Pan, Yiran Chen, Jiang Hu
2025 J jnl
A Survey of Research in Large Language Models for Electronic Design Automation.
CoRR
Jingyu Pan, Guanglei Zhou, Chen-Chia Chang, Isaac Jacobson, Jiang Hu, Yiran Chen
2025 J jnl
A Survey of Research in Large Language Models for Electronic Design Automation.
ACM Trans. Design Autom. Electr. Syst.
Jingyu Pan, Guanglei Zhou, Chen-Chia Chang, Isaac Jacobson, Jiang Hu, Yiran Chen
2025 J jnl
AutoEDA: Enabling EDA Flow Automation through Microservice-Based LLM Agents.
CoRR
Yiyi Lu, Hoiian Au, Junyao Zhang, Jingyu Pan, Yiting Wang, Ang Li, Jianyi Zhang, Yiran Chen
2025 A conf
CROP: Circuit Retrieval and Optimization with Parameter Guidance using LLMs.
ICCAD
Jingyu Pan, Isaac Jacobson, Zheng Zhao, Tung-Chieh Chen, Guanglei Zhou, Chen-Chia Chang, Vineet Rashingkar, Yiran Chen
2025 J jnl
CROP: Circuit Retrieval and Optimization with Parameter Guidance using LLMs.
CoRR
Jingyu Pan, Isaac Jacobson, Zheng Zhao, Tung-Chieh Chen, Guanglei Zhou, Chen-Chia Chang, Vineet Rashingkar, Yiran Chen
2025 A conf
Diffusion-Model-Enhanced Layout Pattern Generation for Sub-3nm DFM.
ICCAD
Guanglei Zhou, Chen-Chia Chang, Junyao Zhang, Jingyu Pan, Yiran Chen
2025 — conf
PRICING: Privacy-Preserving Circuit Data Sharing Framework for Lithographic Hotspot Detection.
ASP-DAC
Chen-Chia Chang, Wan-Hsuan Lin, Jingyu Pan, Guanglei Zhou, Zhiyao Xie, Jiang Hu, Yiran Chen
2025 A* conf
PatternPaint: Practical Layout Pattern Generation Using Diffusion-Based Inpainting.
DAC
Guanglei Zhou, Bhargav Korrapati, Gaurav Rajavendra Reddy, Chen-Chia Chang, Jingyu Pan, Jiang Hu, Yiran Chen, Dipto G. Thakurta
2025 J jnl
Spatial-temporal video grounding with cross-modal understanding and enhancement.
Expert Syst. Appl.
Shu Luo, Jingyu Pan, Da Cao, Jiawei Wang, Yuquan Le, Meng Liu
2024 A conf
EDALearn: A Comprehensive RTL-to-Signoff EDA Benchmark for Democratized and Reproducible ML for EDA Research.
ICCAD
Jingyu Pan, Chen-Chia Chang, Zhiyao Xie, Yiran Chen, Hai Helen Li
2024 J jnl
Lithography Hotspot Detection Based on Heterogeneous Federated Learning With Local Adaptation and Feature Selection.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Jingyu Pan, Xuezhong Lin, Jinming Xu, Yiran Chen, Cheng Zhuo
2024 J jnl
Toward Fully Automated Machine Learning for Routability Estimator Development.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Chen-Chia Chang, Jingyu Pan, Zhiyao Xie, Tunhou Zhang, Jiang Hu, Yiran Chen
2023 J jnl
EDALearn: A Comprehensive RTL-to-Signoff EDA Benchmark for Democratized and Reproducible ML for EDA Research.
CoRR
Jingyu Pan, Chen-Chia Chang, Zhiyao Xie, Yiran Chen
2023 — conf
Fully Automated Machine Learning Model Development for Analog Placement Quality Prediction.
ASP-DAC
Chen-Chia Chang, Jingyu Pan, Zhiyao Xie, Yaguang Li, Yishuang Lin, Jiang Hu, Yiran Chen
2023 A conf
PANDA: Architecture-Level Power Evaluation by Unifying Analytical and Machine Learning Solutions.
ICCAD
Qijun Zhang, Shiyu Li, Guanglei Zhou, Jingyu Pan, Chen-Chia Chang, Yiran Chen, Zhiyao Xie
2023 J jnl
PANDA: Architecture-Level Power Evaluation by Unifying Analytical and Machine Learning Solutions.
CoRR
Qijun Zhang, Shiyu Li, Guanglei Zhou, Jingyu Pan, Chen-Chia Chang, Yiran Chen, Zhiyao Xie
2023 — conf
Rethink before Releasing Your Model: ML Model Extraction Attack in EDA.
ASP-DAC
Chen-Chia Chang, Jingyu Pan, Zhiyao Xie, Jiang Hu, Yiran Chen
2023 J jnl
The Dark Side: Security and Reliability Concerns in Machine Learning for EDA.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Zhiyao Xie, Jingyu Pan, Chen-Chia Chang, Jiang Hu, Yiran Chen
2022 A conf
DEEP: Developing Extremely Efficient Runtime On-Chip Power Meters.
ICCAD
Zhiyao Xie, Shiyu Li, Mingyuan Ma, Chen-Chia Chang, Jingyu Pan, Yiran Chen, Jiang Hu
2022 — conf
Lithography Hotspot Detection via Heterogeneous Federated Learning with Local Adaptation.
ASP-DAC
Xuezhong Lin, Jingyu Pan, Jinming Xu, Yiran Chen, Cheng Zhuo
2022 J jnl
Preplacement Net Length and Timing Estimation by Customized Graph Neural Network.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Zhiyao Xie, Rongjian Liang, Xiaoqing Xu, Jiang Hu, Chen-Chia Chang, Jingyu Pan, Yiran Chen
2022 A conf
Robustify ML-Based Lithography Hotspot Detectors.
ICCAD
Jingyu Pan, Chen-Chia Chang, Zhiyao Xie, Jiang Hu, Yiran Chen
2022 J jnl
Steady-state entanglement in a mechanically coupled double cavity containing magnetic spheres.
Quantum Inf. Process.
Yabo Zhao, Ruiqing Zhao, Lanxin Chen, Jingyu Pan, Mei Zhang
2022 J jnl
The Dark Side: Security Concerns in Machine Learning for EDA.
CoRR
Zhiyao Xie, Jingyu Pan, Chen-Chia Chang, Yiran Chen
2022 J jnl
Towards Collaborative Intelligence: Routability Estimation based on Decentralized Private Data.
CoRR
Jingyu Pan, Chen-Chia Chang, Zhiyao Xie, Ang Li, Minxue Tang, Tunhou Zhang, Jiang Hu, Yiran Chen
2022 A* conf
Towards collaborative intelligence: routability estimation based on decentralized private data.
DAC
Jingyu Pan, Chen-Chia Chang, Zhiyao Xie, Ang Li, Minxue Tang, Tunhou Zhang, Jiang Hu, Yiran Chen
2021 A conf
Automatic Routability Predictor Development Using Neural Architecture Search.
ICCAD
Chen-Chia Chang, Jingyu Pan, Tunhou Zhang, Zhiyao Xie, Jiang Hu, Weiyi Qi, Chung-Wei Lin, Rongjian Liang, Joydeep Mitra, Elias Fallon, Yiran Chen
2021 J jnl
Lithography Hotspot Detection via Heterogeneous Federated Learning with Local Adaptation.
CoRR
Xuezhong Lin, Jingyu Pan, Jinming Xu, Yiran Chen, Cheng Zhuo
2020 J jnl
Automatic Routability Predictor Development Using Neural Architecture Search.
CoRR
Jingyu Pan, Chen-Chia Chang, Tunhou Zhang, Zhiyao Xie, Jiang Hu, Weiyi Qi, Chung-Wei Lin, Rongjian Liang, Joydeep Mitra, Elias Fallon, Yiran Chen
2019 A conf
One Fault is All it Needs: Breaking Higher-Order Masking with Persistent Fault Analysis.
DATE
Jingyu Pan, Fan Zhang, Kui Ren, Shivam Bhasin
2019 J jnl
One Fault is All it Needs: Breaking Higher-Order Masking with Persistent Fault Analysis.
IACR Cryptol. ePrint Arch.
Jingyu Pan, Shivam Bhasin, Fan Zhang, Kui Ren
2009 — conf
Perspectives on the Enterprise Competitive Intelligence as Well as the Win-Win Cooperation in the Price War Based on the Analysis of the Prisoner's Dilemma.
BIFE
Jingyu Pan