2025
[J25] Interpretable CNN-based Lithographic Hotspot Detection Through Error Marker Learning
Haoyang Sun, Cong Jiang, Xun Ye, Dan Feng, Benjamin Tan, Yuzhe Ma, Kang Liu
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2025.
[C41] SMART-GPO: Gate-Level Sensitivity Measurement with Accurate Estimation for Glitch Power Optimization
Yikang Ouyang, Yuchao Wu, Dongsheng Zuo, Subhendu Roy, Tinghuan Chen, Zhiyao Xie, Yuzhe Ma
IEEE/ACM Asian and South Pacific Design Automation Conference (ASPDAC), 2025.
[C40] A Holistic FPGA Architecture Exploration Framework for Deep Learning Acceleration
Jiadong Zhu, Dongsheng Zuo, Yuzhe Ma
IEEE/ACM Asian and South Pacific Design Automation Conference (ASPDAC), 2025.
2024
Xiaoxiao Liang, Yikang Ouyang, Haoyu Yang, Bei Yu, Yuzhe Ma
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2024.
[C39] UFO-MAC: A Unified Framework for Optimization of High-Performance Multipliers and Multiply-Accumulators
Dongsheng Zuo, Jiadong Zhu, Chenglin Li, Yuzhe Ma
IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2024.
[C38] Enabling Robust Inverse Lithography with Rigorous Multi-Objective Optimization
Yang Luo, Xiaoxiao Liang, Yuzhe Ma
IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2024.
[C37] A Hierarchical Adaptive Multi-Task Reinforcement Learning Framework for Multiplier Circuit Design
Zhihai Wang, Jie Wang, Dongsheng Zuo, Yunjie Ji, Xilin Xia, Yuzhe Ma, Jianye Hao, Mingxuan Yuan, Yongdong Zhang, Feng Wu
International Conference on Machine Learning (ICML), 2024.
[C36] EMOGen: Enhancing Mask Optimization via Pattern Generation
Su Zheng, Yuzhe Ma, Bei Yu, Martin Wong
ACM/IEEE Design Automation Conference (DAC), 2024.
[C35] E-Syn: E-Graph Rewriting with Technology-Aware Cost Functions for Logic Synthesis
Chen Chen, Guangyu Hu, Dongsheng Zuo, Cunxi Yu, Yuzhe Ma, Hongce Zhang
ACM/IEEE Design Automation Conference (DAC), 2024.
[C34] CAMO: Correlation-Aware Mask Optimization with Modulated Reinforcement Learning
Xiaoxiao Liang, Haoyu Yang, Kang Liu, Bei Yu, Yuzhe Ma
ACM/IEEE Design Automation Conference (DAC), 2024.
Chen Bai, Jianwang Zhai, Yuzhe Ma, Bei Yu, Martin D.F. Wong
AAAI Conference on Artificial Intelligence (AAAI), 2024.
2023
Binwu Zhu, Su Zheng, Ziyang Yu, Guojin Chen, Yuzhe Ma, Fan Yang, Bei Yu, Martin Wong
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2023.
Guojin Chen, Ziyang Yu, Hongduo Liu, Yuzhe Ma, Bei Yu
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2023.
Ziyang Yu, Peiyu Liao, Yuzhe Ma, Bei Yu, Martin D.F. Wong
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2023.
Best Paper Award
Yikang Ouyang, Sicheng Li, Dongsheng Zuo, Hanwei Fan, Yuzhe Ma
ACM/IEEE Workshop on Machine Learning for CAD (MLCAD), Utah, Sep. 2023.
Chen Bai, Jiayi Huang, Xuechao Wei, Yuzhe Ma, Sicheng Li, Hongzhong Zheng, Bei Yu, Yuan Xie
IEEE/ACM International Symposium on Microarchitecture (MICRO), Toronto, Oct. 2023.
Dongsheng Zuo, Yikang Ouyang, Yuzhe Ma
ACM/IEEE Design Automation Conference (DAC), San Francisco, July 2023.
Zhuolun He, Yihang Zuo, Jiaxi Jiang, Haisheng Zheng, Yuzhe Ma, Bei Yu
ACM/IEEE Design Automation Conference (DAC), San Francisco, July 2023.
Guojin Chen, Zehua Pei, Haoyu Yang, Yuzhe Ma, Bei Yu, Martin Wong
ACM/IEEE Design Automation Conference (DAC), San Francisco, July 2023.
2022
Yuzhe Ma, Xufeng Yao, Ran Chen, Ruiyu Li, Xiaoyong Shen, Bei Yu
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022.
Ziyang Yu, Guojin Chen, Yuzhe Ma, Bei Yu
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2022.
Hao Geng, Tinghuan Chen, Yuzhe Ma, Binwu Zhu, Bei Yu
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2022.
Xiaodong Wang, Changhao Yan, Yuzhe Ma, Bei Yu, Fan Yang, Dian Zhou, Xuan Zeng
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2022.
Wei Li, Yuzhe Ma, Yibo Lin, Bei Yu
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2022.
[C27] X-Check: GPU-Accelerated Design Rule Checking via Parallel Sweepline Algorithms
Zhuolun He, Yuzhe Ma, Bei Yu
IEEE/ACM International Conference on Computer-Aided Design (ICCAD), Nov. 2022.
[C26] AdaOPC: A Self-Adaptive Mask Optimization Framework For Real Design Patterns
Wenqian Zhao, Xufeng Yao, Ziyang Yu, Guojin Chen, Yuzhe Ma, Bei Yu, Martin Wong
IEEE/ACM International Conference on Computer-Aided Design (ICCAD), Nov. 2022.
2021
Guojin Chen, Wanli Chen, Qi Sun, Yuzhe Ma, Haoyu Yang, Bei Yu
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2021.
Hao Geng, Yuzhe Ma, Qi Xu, Jin Miao, Subhendu Roy, Bei Yu
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2021.
Bentian Jiang, Lixin Liu, Yuzhe Ma, Bei Yu, Evangeline F. Y. Young
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2021.
Wei Zhong, Shuxiang Hu, Yuzhe Ma, Haoyu Yang, Xiuyuan Ma, Bei Yu
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2021.
Wei Li, Yuzhe Ma, Qi Sun, Lu Zhang, Yibo Lin, Iris Hui-Ru Jiang, Bei Yu, David Z. Pan
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2021.
Guyue Huang, Jingbo Hu, Yifan He, Jialong Liu, Mingyuan Ma, Zhaoyang Shen, Juejian Wu, Yuanfan Xu, Hengrui Zhang, Kai Zhong, Xuefei Ning, Yuzhe Ma, Haoyu Yang, Bei Yu, Huazhong Yang, Yu Wang
ACM Transactions on Design Automation of Electronic Systems (TODAES), 2021.
Haoyu Yang, Wei Zhong, Yuzhe Ma, Hao Geng, Ran Chen, Wanli Chen, Bei Yu
Integration, the VLSI Journal, 2021.
William J. McCalla Best Paper Award
Chen Bai, Qi Sun, Jianwang Zhai, Yuzhe Ma, Bei Yu, Martin D.F. Wong
IEEE/ACM International Conference on Computer-Aided Design (ICCAD), Nov. 2021.
Guojin Chen, Ziyang Yu, Hongduo Liu, Yuzhe Ma, Bei Yu
IEEE/ACM International Conference on Computer-Aided Design (ICCAD), Nov. 2021.
Junzhe Cai, Changhao Yan, Yuzhe Ma, Bei Yu, Dian Zhou, Xuan Zeng
ACM/IEEE Design Automation Conference (DAC) Dec, 2021.
Ziyang Yu, Guojin Chen, Yuzhe Ma, Bei Yu
IEEE/ACM Proceedings Design, Automation and Test in Europe (DATE), Feb. 2021.
Invited Paper
Zhuolun He, Peiyu Liao, Siting Liu, Yuzhe Ma, Bei Yu
IEEE/ACM Asian and South Pacific Design Automation Conference (ASPDAC), Jan. 2021.
Best Paper Award
Wei Li, Yuxiao Qu, Gengjie Chen, Yuzhe Ma, Bei Yu
IEEE/ACM Asian and South Pacific Design Automation Conference (ASPDAC), Jan. 2021.
2020
Kang Liu, Haoyu Yang, Yuzhe Ma, Benjamin Tan, Bei Yu, Evangeline F. Y. Young, Ramesh Karri, Siddharth Garg
ACM Transactions on Design Automation of Electronic Systems (TODAES), 2020.
Yuzhe Ma, Wei Zhong, Shuxiang Hu, Jhih-Rong Gao, Jian Kuang, Jin Miao, Bei Yu
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2020.
Hao Geng, Wei Zhong, Haoyu Yang, Yuzhe Ma, Joydeep Mitra, Bei Yu
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2020.
Haoyu Yang, Shuhe Li, Zihao Deng, Yuzhe Ma, Bei Yu, and Evangeline F. Y. Young
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2020.
Invited Paper
Zhuolun He, Lu Zhang, Peiyu Liao, Yuzhe Ma, Bei Yu
IEEE International Conference on Solid-State and Integrated Circuit Technology (ICSICT), Nov. 2020.
Guojin Chen, Wanli Chen, Yuzhe Ma, Haoyu Yang, Bei Yu
IEEE/ACM International Conference on Computer-Aided Design (ICCAD), Nov, 2020.
Bentian Jiang, Lixin Liu, Yuzhe Ma, Hang Zhang, Evangeline F. Y. Young, Bei Yu
IEEE/ACM International Conference on Computer-Aided Design (ICCAD), Nov, 2020.
Zhuolun He, Yuzhe Ma, Lu Zhang, Peiyu Liao, Ngai Wong, Bei Yu, Martin D. F. Wong
IEEE International Conference on Computer Design (ICCD), Oct. 2020.
Wei Li, Jialu Xia, Yuzhe Ma, Jialu Li, Yibo Lin, Bei Yu
ACM/IEEE Design Automation Conference (DAC), July, 2020.
Wei Zhong, Shuxiang Hu, Yuzhe Ma, Haoyu Yang, Xiuyuan Ma, Bei Yu
ACM/IEEE Design Automation Conference (DAC), July, 2020.
Invited Paper
Yuzhe Ma, Zhuolun He, Wei Li, Lu Zhang, Bei Yu
ACM International Symposium on Physical Design (ISPD), Mar. 2020.
Invited Paper
Haoyu Yang, Wei Zhong, Yuzhe Ma, Hao Geng, Ran Chen, Wanli Chen, Bei Yu
IEEE/ACM Asian and South Pacific Design Automation Conference (ASPDAC), Jan. 2020.
2019
Yuzhe Ma, Subhendu Roy, Jin Miao, Jiamin Chen, Bei Yu
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2019.
Haoyu Yang, Jing Su, Yi Zou, Yuzhe Ma, Bei Yu, Evangeline F. Y. Young
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2019.
Qianru Zhang, Meng Zhang, Tinghuan Chen, Zhifei Sun, Yuzhe Ma, Bei Yu
Neurocomputing, 2019.
Zhonghua Zhou, Ziran Zhu, Jianli Chen, Yuzhe Ma, Bei Yu, Tsung-Yi Ho, Guy Lemieux, Andre Ivano
ACM/IEEE Workshop on Machine Learning for CAD (MLCAD), Sep. 2019.
Yuzhe Ma, Ziyang Yu, Bei Yu
ACM/IEEE Workshop on Machine Learning for CAD (MLCAD), Sep. 2019.
Best Student Paper Award
Yuzhe Ma, Ran Chen, Wei Li, Fanhua Shang, Wenjian Yu, Minsik Cho, Bei Yu
IEEE International Conference on Tools with Artificial Intelligence (ICTAI), Nov. 2019.
Invited Paper
Wei Li, Yuzhe Ma, Qi Sun, Yibo Lin, Iris Hui-Ru Jiang, Bei Yu, David Z. Pan
IEEE International Conference on ASIC (ASICON), Oct. 2019
Yuzhe Ma, Haoxing Ren, Brucek Khailany, Harbinder Sikka, Lijuan Luo, Karthikeyan Natarajan, Bei Yu
ACM/IEEE Design Automation Conference (DAC), June 2019.
Best Paper Award Nomination
Hao Geng, Haoyu Yang, Yuzhe Ma, Joydeep Mitra, Bei Yu
IEEE/ACM Asian and South Pacific Design Automation Conference (ASPDAC), Jan. 2019.
2018
Jin Miao, Meng Li, Subhendu Roy, Yuzhe Ma and Bei Yu
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2018.
Haoyu Yang, Shuhe Li, Yuzhe Ma, Bei Yu, and Evangeline F. Y. Young
ACM/IEEE Design Automation Conference (DAC), June 2018.
2017
Yuzhe Ma, Jhih-Rong Gao, Jian Kuang, Jin Miao and Bei Yu
IEEE/ACM International Conference on Computer-Aided Design (ICCAD), Nov. 2017.
Chak-Wa Pui, Gengjie Chen, Yuzhe Ma, Evangeline F. Y. Young and Bei Yu
IEEE/ACM International Conference on Computer-Aided Design (ICCAD), Nov. 2017.
Yuzhe Ma, Xuan Zeng and Bei Yu
IFIP/IEEE International Conference on Very Large Scale Integration (VLSI-SoC), Oct. 2017.
Subhendu Roy, Yuzhe Ma, Jin Miao and Bei Yu
IEEE International Symposium on Low Power Electronics and Design (ISLPED), July 2017.
