Xiaoxiao Liang

Xiaoxiao Liang


Ph.D. student

Microelectronics Thrust

Hong Kong University of Science and Technology (Guangzhou)

xliang603[at]connect.hkust-gz.edu.cn

xliangak[at]connect.ust.hk

[CV] [Google Scholar]
About
I am a Ph.D. candidate at the Microelectronics Thrust of The Hong Kong University of Science and Technology (Guangzhou) , advised by Prof. Yuzhe Ma. I received my M.S. degree from the Hong Kong University of Science and Technology in 2021, advised by Prof. Xiaomeng Li and B.E. degree from Huazhong University of Science and Technology in 2020. My research interests are in the cross-disciplinary study of electronic design automation (EDA) and machine learning, including machine learning-aided VLSI design, and design for manufacturability.

News
  • 06/2024: One paper accepted by ICCAD 2024.
  • 02/2024: One paper accepted by DAC 2024.
  • 08/2023: One paper accepted by TCAD.
  • 09/2022: Start pursuing the Ph.D. degree in HKUST(GZ). Good luck?
  • 02/2022: One paper accepted by CVPR 2022.
  • [More news]
    • Publications

  • Luo Yang, Xiaoxiao Liang, Yuzhe Ma, “Enabling Robust Inverse Lithography with Rigorous Multi-Objective Optimization”, to appear in IEEE/ACM International Conference on Computer-Aided Design (ICCAD) 2024.

  • Xiaoxiao Liang, Haoyu Yang, Kang Liu, Bei Yu, Yuzhe Ma, “CAMO: Correlation-Aware Mask Optimization with Modulated Reinforcement Learning”, IEEE/ACM Design Automation Conference (DAC) 2024.

  • Xiaoxiao Liang, Yikang Ouyang, Haoyu Yang, Bei Yu, Yuzhe Ma, “RL-OPC: Mask Optimization with Deep Reinforcement Learning”, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD).

  • Xiaoxiao Liang, Yiqun Lin, Huazhu Fu, Lei Zhu, Xiaomeng Li, “RSCFed: Random Sampling Consensus Federated Semi-supervised Learning”, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2022.

    • Awards
    DAC Young Fellowship
    DAC
    2024
    Full Postgraduate Studentship
    HKUST(GZ)
    2022
    Excellent Student Scholarship
    HKUST
    2021
    Outstanding Graduate
    HUST
    2020
    Professional Service - Paper Review
    IEEE/ACM International Conference on Computer-Aided Design (ICCAD)
    2024
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
    2023, 2024
    IEEE Transactions on Parallel and Distributed Systems