Chen-Chia Chang

36 papers A* 4A 9Journal 18Unranked 5

Year	Rank	Type	Title / Venue / Authors
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	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`	ChipVQA: Benchmarking Visual Language Models for Chip Design. DATE Haoyu Yang, Qijing Huang, Nathaniel Ross Pinckney, Walker J. Turner, Wenfei Zhou, Yanqing Zhang, Chia-Tung Ho, Chen-Chia Chang, Haoxing Ren
2025	—	`conf`	DRC-Coder: Automated DRC Checker Code Generation Using LLM Autonomous Agent. ISPD Chen-Chia Chang, Chia-Tung Ho, Yaguang Li, Yiran Chen, Haoxing Ren
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	J	`jnl`	Flexible Electronic Sensor for Noncontact Simultaneous Measurement of Capacitive Skin Sympathetic Nerve Activity (cSKNA) and cECG. IEEE Trans. Instrum. Meas. Dong-Yu Hsu, Yen-Ling Sung, Chiu-Yun Huang, En-Zhu Lyu, Chen-Chia Chang, Yu-Xiang Huang, Ting-Tse Lin, Kuan-Chih Huang, Shih-Hua Ni, Ting-Wei Wang
2025	J	`jnl`	Fully Integrated Flexible Electromagnetic Induction-Based Patch for Noncontact Health Monitoring. IEEE Trans. Instrum. Meas. Dong-Yu Hsu, Yen-Ling Sung, En-Zhu Lyu, Chiu-Yun Huang, Yu-Xiang Huang, Chen-Chia Chang, Yuan-Si Tsai, Chih-Kuan Chen, Shih-Hua Ni, Yu-Jen Chen, Ting-Wei Wang
2025	—	`conf`	Improving Routability Prediction via NAS Using a Smooth One-Shot Augmented Predictor. ISQED Arjun Sridhar, Chen-Chia Chang, Junyao Zhang, Yiran Chen
2025	A*	`conf`	LaMAGIC2: Advanced Circuit Formulations for Language Model-Based Analog Topology Generation. ICML Chen-Chia Chang, Wan-Hsuan Lin, Yikang Shen, Yiran Chen, Xin Zhang
2025	J	`jnl`	LaMAGIC2: Advanced Circuit Formulations for Language Model-Based Analog Topology Generation. CoRR Chen-Chia Chang, Wan-Hsuan Lin, Yikang Shen, Yiran Chen, Xin Zhang
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
2024	J	`jnl`	DRC-Coder: Automated DRC Checker Code Generation Using LLM Autonomous Agent. CoRR Chen-Chia Chang, Chia-Tung Ho, Yaguang Li, Yiran Chen, Haoxing Ren
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`	Improving Routability Prediction via NAS Using a Smooth One-shot Augmented Predictor. CoRR Arjun Sridhar, Chen-Chia Chang, Junyao Zhang, Yiran Chen
2024	A*	`conf`	LaMAGIC: Language-Model-based Topology Generation for Analog Integrated Circuits. ICML Chen-Chia Chang, Yikang Shen, Shaoze Fan, Jing Li, Shun Zhang, Ningyuan Cao, Yiran Chen, Xin Zhang
2024	J	`jnl`	LaMAGIC: Language-Model-based Topology Generation for Analog Integrated Circuits. CoRR Chen-Chia Chang, Yikang Shan, Shaoze Fan, Jing Li, Shun Zhang, Ningyuan Cao, Yiran Chen, Xin Zhang
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	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`	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	A	`conf`	Time-Division Multiplexing Based System-Level FPGA Routing. ICCAD Wei-Kai Liu, Ming-Hung Chen, Chia-Ming Chang, Chen-Chia Chang, Yao-Wen Chang
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
2018	J	`jnl`	A novel dynamic resource adjustment architecture for virtual tenant networks in SDN. J. Syst. Softw. Yi-Wei Ma, Jiann-Liang Chen, Chen-Chia Chang, Akihiro Nakao, Shu Yamamoto